@misc{KrBa22,
author = {Hajo Nils Krabbenh{\"o}ft and Erhardt Barth},
title = {{TEVR}: {I}mproving {S}peech {R}ecognition by {T}oken {E}ntropy {V}ariance {R}eduction},
publisher = {arXiv},
year = {2022},
keywords = {Computation and Language (cs.CL), Sound (cs.SD), Audio and Speech Processing (eess.AS), FOS: Computer and information sciences, FOS: Computer and information sciences, FOS: Electrical engineering, electronic engineering, information engineering, FOS: Electrical engineering, electronic engineering, information engineering, F.2.1; I.2.6; I.2.7},
doi = {10.48550/ARXIV.2206.12693},
url = {https://arxiv.org/abs/2206.12693},
copyright = {Creative Commons Attribution 4.0 International}
}

@article{GrMaBa22,
  title={FP-nets as novel deep networks inspired by vision},
  author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
  journal={Journal of Vision},
  volume={22},
  number={1},
  pages={8--8},
  year={2022},
  publisher={The Association for Research in Vision and Ophthalmology},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrMaBa22.pdf}
}

@article{LiAlMa22,
    author = {Christoph Linse and Hammam Alshazly and Thomas Martinetz},
    title = {A walk in the black-box: {3D} visualization of large neural networks in virtual reality},
    shorttitle = {A walk in the black-box},
    issn = {0941-0643, 1433-3058},
    language = {en},
    journal = {Neural Computing and Applications},
    month = {aug},
    year = {2022},
    urldate = {2022-08-19},
    url = {https://link.springer.com/10.1007/s00521-022-07608-4},
    doi = {10.1007/s00521-022-07608-4},
}

@article{KoNePeGrMoMaMa22,
author = {Koo-Poeggel, Ping and Neuwerk, Soé and Petersen, Eike and Grasshoff, Jan and Mölle, Matthias and Martinetz, Thomas and Marshall, Lisa},
title = {Closed-loop acoustic stimulation during an afternoon nap to modulate subsequent encoding},
journal = {Journal of Sleep Research},
volume = {31},
number = {6},
pages = {e13734},
doi = {https://doi.org/10.1111/jsr.13734},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoNePeGrMoMaMa22.pdf},
eprint = {https://onlinelibrary.wiley.com/doi/pdf/10.1111/jsr.13734},
abstract = {Summary Sleep is able to contribute not only to memory consolidation, but also to post-sleep learning. The notion exists that either synaptic downscaling or another process during sleep increase post-sleep learning capacity. A correlation between augmentation of the sleep slow oscillation and hippocampal activation at encoding support the contribution of sleep to encoding of declarative memories. In the present study, the effect of closed-loop acoustic stimulation during an afternoon nap on post-sleep encoding of two verbal (word pairs, verbal learning and memory test) and non-verbal (figural pairs) tasks and on electroencephalogram during sleep and learning were investigated in young healthy adults (N = 16). Closed-loop acoustic stimulation enhanced slow oscillatory and spindle activity, but did not affect encoding at the group level. Subgroup analyses and comparisons with similar studies lead us to the tentative conclusion that further parameters such as time of day and subjects' cognitive ability influenced responses to closed-loop acoustic stimulation.},
year = {2022}
}

@article{ThKlMaGrKaBaKrMa22,
  title={Automated assessment of immunofixations with deep neural networks},
  author={Thiemann, Christian and Klitzke, Britta and Martinetz, Philipp and Gr{\"u}ning, Philipp and K{\"a}ster, Thomas and Barth, Erhardt and Kramer, Jan and Martinetz, Thomas},
  journal={Journal of Laboratory Medicine},
  volume={46},
  number={5},
  pages={331--336},
  year={2022},
  publisher={De Gruyter},
  url={https://www.degruyter.com/document/doi/10.1515/labmed-2022-0078/pdf}
}

@inproceedings{MaLaSiSiBiKaBaBaMa21,
  title = {An {AI}-based Framework for Diagnostic Quality Assessment of Ankle Radiographs},
  author = {Mairh{\"o}fer, Dominik and Laufer, Manuel and Simon, Paul Martin and Sieren, Malte and Bischof, Arpad and K{\"a}ster, Thomas and Barth, Erhardt and Barkhausen, J{\"o}rg and Martinetz, Thomas},
  booktitle = {Proceedings of the Fourth Conference on Medical Imaging with Deep Learning},
  pages = {484--496},
  year = {2021},
  editor = {Heinrich, Mattias and Dou, Qi and de Bruijne, Marleen and Lellmann, Jan and Schläfer, Alexander and Ernst, Floris},
  volume = {143},
  series = {Proceedings of Machine Learning Research},
  month = {07--09 Jul},
  publisher = {PMLR},
  pdf = {https://proceedings.mlr.press/v143/mairhofer21a/mairhofer21a.pdf},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaLaSiSiBiKaBaBaMa21.pdf},
  abstract = {The quality of radiographs is of major importance for diagnosis and treatment planning. While most research regarding automated radiograph quality assessment uses technical features such as noise or contrast, we propose to use anatomical structures as more appropriate features. We show that based on such anatomical features, a modular deep-learning framework can serve as a quality control mechanism for the diagnostic quality of ankle radiographs. For evaluation, a dataset consisting of 950 ankle radiographs was collected and their quality was labeled by radiologists. We obtain an average accuracy of 94.1%, which is better than the expert radiologists are on average.}
}

@article{AlLiAbBaMa21,
author={Hammam Alshazly and Christoph Linse and Mohamed Abdalla and Erhardt Barth and Thomas Martinetz},
title = {{COVID-Nets}: deep {CNN} architectures for detecting {COVID-19} using chest {CT} scans},
journal = {PeerJ Computer Science},
volume={7},
pages={e655},
year={2021},
doi = {10.7717/peerj-cs.655},
url = {https://doi.org/10.7717/peerj-cs.655}
}

@article{AlLiBaIdMa21,
author = {Hammam Alshazly and Christoph Linse and Erhardt Barth and Sahar Ahmed Idris and Thomas Martinetz},
journal = {IEEE Access},
title = {{T}owards {E}xplainable {E}ar {R}ecognition {S}ystems {U}sing {D}eep {R}esidual {N}etworks},
year = {2021},
pages = {1-1},
doi = {10.1109/ACCESS.2021.3109441},
url = {https://doi.org/10.1109/ACCESS.2021.3109441}
}

@article {MuHaAnetal21,
author = {Muhammad Mushtaq and Rizwan ul Haq and Waqas Anwar and Lisa Marshall and Maxim Bazhenov and Kashif Zia and Hina Alam and Lars Hertel and Abdul Aleem Awan and Thomas Martinetz},
title = {A computational study of suppression of sharp wave ripple complexes by controlling calcium and gap junctions in pyramidal cells},
journal = {Bioengineered},
volume = {12, issue 1},
pages = {2603--2615},
year = {2021},
doi = {10.1080/21655979.2021.1936894},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MuHaAnetal21.pdf}
}

@inproceedings{GrBa21,
  title={Bio-inspired Min-Nets Improve the Performance and Robustness of Deep Networks},
  author={Gr{\"u}ning, Philipp and Barth, Erhardt},
  booktitle={SVRHM 2021 Workshop NeurIPS},
  year={2021},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrBa21.pdf}
}

@article{Palumbo-etal21,
  title={Deep learning to decipher the progression and morphology of axonal degeneration},
  author={Palumbo, Alex and Gr{\"u}ning, Philipp and Landt, Svenja Kim and Heckmann, Lara Eleen and Bartram, Luisa and Pabst, Alessa and Flory, Charlotte and Ikhsan, Maulana and Pietsch, S{\"o}ren and Schulz, Reinhard and others},
  journal={Cells},
  volume={10},
  number={10},
  pages={2539},
  year={2021},
  publisher={Multidisciplinary Digital Publishing Institute},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Palumbo-etal21.pdf}
}

@inproceedings{GrNeHeSoBa21,
  title={Direct Inference of Cell Positions using Lens-Free Microscopy and Deep Learning},
  author={Gr{\"u}ning, Philipp and Nette, Falk and Heldt, Noah and de Souza, Ana Cristina Guerra and Barth, Erhardt},
  booktitle={Medical Imaging with Deep Learning},
  pages={219--227},
  year={2021},
  organization={PMLR},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrNeHeSoBa21.pdf}
}

@article{AlLiBaMa21,
author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
title = {Explainable {COVID-19} {D}etection {U}sing {C}hest {CT} {S}cans and {D}eep {L}earning},
journal = {Sensors},
volume={21},
number={2},
pages={455},
year={2021},
publisher={Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/1424-8220/21/2/455},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa21.pdf}
}

@inproceedings{MiAhMiKaMaJaAl21,
author = {Shambhavi Mishra and Tanveer Ahmed and Vipul Mishra and Manjit Kaur and Thomas Martinetz and Amit Kumar Jain and Hammam Alshazly},
title = {Multivariate and {O}nline {P}rediction of {C}losing {P}rice {U}sing {K}ernel {A}daptive {F}iltering},
booktitle = {Computational Intelligence and Neuroscience},
volume = {2021},
note = {14 pages},
comment = {Article ID 6400045},
year = {2021},
doi = {10.1155/2021/6400045},
url = {https://doi.org/10.1155/2021/6400045},
}

@article{GrBa21a,
  title={{FP}-{N}ets for {B}lind {I}mage {Q}uality {A}ssessment},
  author={Gr{\"u}ning, Philipp and Barth, Erhardt},
  journal={Journal of Perceptual Imaging},
  volume={4},
  number={1},
  pages={10402-1--10402-13},
  year={2021},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrBa21a.pdf}
}

@article{GrMaBa20,
  title={Feature Products Yield Efficient Networks},
  author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
  journal={arXiv preprint arXiv:2008.07930},
  year={2020},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrMaBa20.pdf}
}

@article{WeKrMaMaBa20,
author = {Yina Wei and Giri P. Krishnan and Lisa Marshall and Thomas Martinetz and Maxim Bazhenov},
title = {Stimulation {A}ugments {S}pike {Se}quence {R}eplay and {M}emory {C}onsolidation during {S}low-{W}ave {S}leep},
journal = {The Journal of Neuroscience},
volume = {40},
number = {4},
pages = {811--824},
year = {2020},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WeKrMaMaBa20.pdf}
}

@inproceedings{GrPaLaHeBrZiMa20,
  title={Robust and Markerfree in vitro Axon Segmentation with CNNs},
  author={Gr{\"u}ning, Philipp and Palumbo, Alex and Landt, Svenja Kim and Heckmann, Lara and Brackhagen, Leslie and Zille, Marietta and Mamlouk, Amir Madany},
  booktitle={International Conference on Wireless Mobile Communication and Healthcare},
  pages={274--284},
  year={2020},
  organization={Springer},
  url={https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrPaLaHeBrZiMa20.pdf}
}

@inproceedings{GrMaBa20a,
author={Gr{\"u}ning, Philipp and Martinetz, Thomas and Barth, Erhardt},
editor={Farka{\v{s}}, Igor and Masulli, Paolo and Wermter, Stefan},
title={Log-Nets: Logarithmic Feature-Product Layers Yield More Compact Networks},
booktitle={Artificial Neural Networks and Machine Learning -- ICANN 2020},
year={2020},
publisher={Springer International Publishing},
address={Cham},
pages={79--91},
abstract={We introduce Logarithm-Networks (Log-Nets), a novel bio-inspired type of network architecture based on logarithms of feature maps followed by convolutions. Log-Nets are capable of surpassing the performance of traditional convolutional neural networks (CNNs) while using fewer parameters. Performance is evaluated on the Cifar-10 and ImageNet benchmarks.},
isbn={978-3-030-61616-8}
}

@article{KhJuMuMu20,
author = {Hassan Ali Khan and Wu Jue and Muhammad Mushtaq and Muhammad Umer Mushtaq},
title = {Brain tumor classification in MRI image using convolutional neural network},
journal = {Mathematical Biosciences and Engineering},
volume = {17, issue 5},
pages = {6203--6216},
year = {2020},
doi = {10.3934/mbe.2020328},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KhJuMuMu20.pdf}
}

@article{PaGrLaHeBaPaFlIkPiScKrKoBoMaZi20,
  title={Entire{A}xon: {D}eep learning deciphers four distinct patterns of axonal degeneration},
  author={Alex Palumbo and Philipp Gruening and Svenja Kim Landt and Lara Eleen Heckmann and Luisa Bartram and Alessa Pabst and Charlotte Flory and Maulana Ikhsan and Soeren Pietsch and Reinhard Schulz and Christopher Kren and Norbert Koop and Johannes Boltze and Amir Madany Mamlouk and Marietta Zille},
  journal={BioRxiv},
  publisher={Cold Spring Harbor Laboratory},
  year={2020},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PaGrLaHeBaPaFlIkPiScKrKoBoMaZi20.pdf}
}

@inproceedings{GrMa20,
  title={Deep {N}eural-{G}as {C}lustering for {I}nstance {S}egmentation across {I}maging {E}xperiments},
  author={Gr{\"u}ning, Philipp and Mamlouk, Amir Madany},
  booktitle={2020 International Joint Conference on Neural Networks (IJCNN)},
  pages={1--8},
  year={2020},
  organization={IEEE}
}

@article{AlLiBaMa20,
  title={Deep {C}onvolutional {N}eural {N}etworks for {U}nconstrained {E}ar {R}ecognition},
  author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
  journal={IEEE Access},
  publisher={IEEE},
  volume={8},
  pages={170295--170310},
  year={2020},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa20.pdf}
}

@inproceedings{JaMa20,
  title={{S}olving {R}aven's {P}rogressive {M}atrices with {M}ulti-{L}ayer {R}elation {N}etworks},
  author={Marius Jahrens and Thomas Martinetz},
  booktitle={2020 International Joint Conference on Neural Networks (IJCNN), Glasgow, United Kingdom},
  pages={1--6},
  year={2020},
  url = {https://ieeexplore.ieee.org/document/9207319}
}

@article{GrPaZiBaMa20,
title={A task-dependent active learning method for axon segmentation with CNNs},
author={Gr{\"u}ning, Philipp and Palumbo, Alex and Zille, Marietta and Barth, Erhardt and Mamlouk, Amir Madany},
journal={Proceedings on Automation in Medical Engineering},
volume={1},
number={1},
pages={025--025},
year={2020},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/GrPaZiBaMa20.pdf}
}

@article{AlLiBaMa19a,
  title={{Handcrafted versus CNN Features for Ear Recognition}},
  author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
  journal={Symmetry},
  volume={11},
  number={12},
  pages={1493},
  year={2019},
  url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa19a.pdf}
}

@article{Kumar-etal19,
  title={A multi-organ nucleus segmentation challenge},
  author={Kumar, Neeraj and Verma, Ruchika and Anand, Deepak and Zhou, Yanning and Fahri Onder, Omer and Tsougenis, Efstratios and Chen, Hao and Heng, Pheng-Ann and Li, Jiahui and Hu, Zhiqiang and Wang, Yunzhi and Alemi Koohbanani, Navid and Jahanifar, Mostafa and Zamani Tajeddin, Neda and Gooya, Ali and Rajpoot, Nasir and Ren, Xuhua and Zhou, Sihang and Wang, Qian and Shen, Dinggang and Yang, Cheng-Kun and Weng, Chi-Hung and Yu, Wei-Hsiang and Yeh, Chao-Yuan and Yang, Shuang and Xu, Shuoyu and Hei Yeung, Pak and Sun, Peng and Mahbod, Amirreza and Schaefer, Gerald and Ellinger, Isabella and Ecker, Rupert and Smedby, Orjan and Wang, Chunliang and Chidester, Benjamin and Ton, That-Vinh and Tran, Minh-Triet and Ma, Jian and N Do, Minh and Graham, Simon and Dang Vu, Quoc and Tae Kwak, Jin and Gunda, Akshaykumar and Chunduri, Raviteja and Hu, Corey and Zhou, Xiaoyang and Lotfi, Dariush and Safdari, Reza and Kascenas, Antanas and O’Neil, Alison and Eschweiler, Dennis and Stegmaier, Johannes and Cui, Yanping and Yin, Baocai and Chen, Kailin and Tian, Xinmei and Gr{\"u}ning, Philipp and Barth, Erhardt and Arbel, Elad and Remer, Itay and Ben-Dor, Amir and Sirazitdinova, Ekaterina and Kohl, Matthias and Braunewell, Stefan and Li, Yuexiang and Xie, Xinpeng and Shen, Linlin and Ma, Jun and Das Baksi, Krishanu and Azam Khan, Mohammad and Choo, Jaegul and Colomer, Adrián and Naranjo, Valery and Pei, Linmin and M Iftekharuddin, Khan and Roy, Kaushiki and Bhattacharjee, Debotosh and Pedraza, Anibal and Gloria Bueno, Maria and Devanathan, Sabarinathan and Radhakrishnan, Saravanan and Koduganty, Praveen and Wu, Zihan and Cai, Guanyu and Liu, Xiaojie and Wang, Yuqin and Sethi, Amit},
  journal={IEEE transactions on medical imaging},
  volume={39},
  number={5},
  pages={1380--1391},
  year={2019},
  publisher={IEEE}
}

@article{AlLiBaMa19,
author={Hammam Alshazly and Christoph Linse and Erhardt Barth and Thomas Martinetz},
title = {Ensembles of {D}eep {L}earning {M}odels and {T}ransfer {L}earning for {E}ar {R}ecognition},
journal = {sensors},
volume={19},
number={19},
pages={4139},
year={2019},
publisher={Multidisciplinary Digital Publishing Institute},
url = {https://www.mdpi.com/1424-8220/19/19/4139},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/AlLiBaMa19.pdf}
}

@inproceedings{JaMa19,
author = {Marius Jahrens and Thomas Martinetz},
title = {Multi-layer {R}elation {N}etworks for relational reasoning},
booktitle = {APPIS '19 - Proceedings of the 2nd International Conference on Applications of Intelligent Systems},
misc = {Article No. 10},
publisher = {ACM New York, NY, USA},
year = {2019},
doi = {10.1145/3309772.3309782},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/JaMa19.pdf}
}

@article{SeSeGe18,
author = {Stanislau Semeniuta and Aliaksei Severyn and Sylvain Gelly},
title = {On Accurate Evaluation of GANs for Language Generation},
journal = {TFAGDM ICML workshop},
year = {2018}
}

@article{GeMa2018,
  author = {Geyer, Regine and Madany Mamlouk, Amir},
  journal = {PeerJ},
  pages = {e4825},
  title = {On the efficiency of the genetic code after frameshift mutations},
  volume = 6,
  year = 2018,
  doi = {10.7717/peerj.4825},
  url = {https://doi.org/10.7717/peerj.4825}
}

@inproceedings{LuKeMaHe2018,
  author = {Lucas, Christian and Kemmling, Andr{\'{e}} Kemmling and Madany Mamlouk, Amir and Heinrich, Mattias P.},
  title     = {Multi-scale neural network for automatic segmentation of ischemic strokes on acute perfusion images},
  booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2018, Washington, DC, USA, April 4-7, 2018},
  pages     = {1118--1121},
  year      = {2018},
  crossref  = {DBLP:conf/isbi/2018},
  doi       = {10.1109/ISBI.2018.8363767},
  url       = {https://doi.org/10.1109/ISBI.2018.8363767}
}

@article{ScFrMuMa2018,
  author = {Scheel, Norman and Franke, Eric and M{\"u}nte, Thomas F. and Madany Mamlouk, Amir},
  title = {{D}imensional {C}omplexity of the {R}esting {B}rain in {H}ealthy {A}ging, {U}sing a {N}ormalized MPSE},
  journal = {Frontiers in Human Neuroscience},
  volume = {12},
  year = {2018},
  pages = {451},
  doi = {10.3389/fnhum.2018.00451},
  url = {https://doi.org/10.3389/fnhum.2018.00451}
}   

@article{LuKeBoAuMaHe2018,
  author = {Lucas, Christian and Kemmling, Andr{\'{e}} and Bouteldja, Nassim and Aulmann, Linda F. and Madany Mamlouk, Amir and Heinrich, Mattias P.},
  title = {Learning to predict ischemic stroke growth on acute CT perfusion data by interpolating low-dimensional shape representations},
  journal = {Frontiers in Neurology},
  volume = 9,
  pages = {989},
  year = {2018},
  doi = {10.3389/fneur.2018.00989},
  url = {https://doi.org/10.3389/fneur.2018.00989}
}

@article{PhHeMaKoMaMe17,
author = {Huy Phan and Lars Hertel and Marco Maass and Philipp Koch and Radoslaw Mazur and Alfred Mertins},
title = {{I}mproved {A}udio {S}cene {C}lassification {B}ased on {L}abel-{T}ree {E}mbeddings and {C}onvolutional {N}eural {N}etworks},
journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
volume = {25},
number = {6},
pages = {1278-1290},
month = {06},
year = {2017},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PhHeMaKoMaMe17.pdf}
}

@inproceedings{PhKoHeMaMaMe17,
author = {Huy Phan and Philipp Koch and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
title = {{CNN}-{LTE}: {A} {C}lass of 1-{X} {P}ooling {C}onvolutional {N}eural {N}etworks on {L}abel {T}ree {E}mbeddings for {A}udio {S}cene {C}lassification},
booktitle = {Proc. 42nd IEEE Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP)},
address = {New Orleans},
month = {03},
year = {2017},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PhKoHeMaMaMe17.pdf}
}

@inproceedings{BuMaBa17,
author= {Irina Burciu and Thomas Martinetz and Erhardt Barth},
editor= {Jacques Blanc-Talon and Rudi Penne and Wilfried Philips and Dan Popescu and Paul Scheunders},
title = {Sensing {F}orest for {P}attern {R}ecognition},
booktitle = {Advanced Concepts for Intelligent Vision Systems: 18th International Conference, {ACIVS} 2017},
series = {Lecture Notes in Computer Science},
volume = {10617},
year = {2017},
publisher = {Springer},
pages = {126--137},
url = {https://link.springer.com/chapter/10.1007/978-3-319-70353-4_11}
}

@article{BrBaRe17,
author = {A. Brachmann and e. Barth and C. RedieS},
title = {Using {CNN} features to better understand what makes visual artworks special},
journal = {Frontiers in Psychologie 8},
pages = {830},
year = {2017}
}

@inproceedings{KnBaMa17,
author = {Boris Knyazew and Erhardt Barth and Thomas Martinetz},
title = {Recursive autoconvolution for unsupervised learning of convolutional neural networks}, 
journal = {2017 International Joint Conference on Neural Networks (IJCNN)},
pages = {2486--2493},
year = {2017}
}

@article{MaHaMa2017,
  author      = {Madany Mamlouk, Amir and Haker, Martin and Martinetz, Thomas},
  title       = {Perception Space Analysis: From color vision to odor perception},
  journal = {International Joint Conference on Neural Networks (IJCNN)},
   year   = {2017},
  pages = {689--696},
  doi = {10.1109/IJCNN.2017.7965919},
  url = {https://doi.org/10.1109/IJCNN.2017.7965919}
}

@unpublished{DaMa17,
author = {Hans G. Danielmeyer and Thomas Martinetz},
title = {Industrial {S}ociety's {N}atural {F}uture},
note = {To be published in the Springer Encyclopedia of Complexity and Systens Science.},
year = {2017},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa17.pdf}
}

@inproceedings{SeSeBa17,
author = {Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth},
title = {A Hybrid Convolutional Variational Autoencoder for Text Generation},
booktitle = {{EMNLP}},
pages = {627--637},
publisher = {Association for Computational Linguistics},
year = {2017}
}

@misc{NiFoKnBa,
author = {J. Niemeijer and P. Pekezou Fouopi and S. Knake-Langhorst and E. Barth},
title = {A {R}eview of {N}eural {N}etwork based {S}emantic {S}egmentation for {S}cene {U}nderstanding in {C}ontext of the self driving {C}ar},
comment = {Student Conference on Medical Engineering Science},
year = {2017}
}

@article{ScBaMa16,
author = {Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title = {{L}earning {E}fficient {D}ata {R}epresentations with {O}rthogonal {S}parse {C}oding},
journal = {IEEE Transactions on Computational Imaging},
volume = {2},
number = {3},
month = {09},
pages = {177--189},
ISSN = {2333-9403},
year = {2016},
doi = {10.1109/TCI.2016.2557065},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa16.pdf}
}

@inproceedings{PhHeMaMe16,
author = {Huy Phan and Lars Hertel and Marco Maass and Alfred Mertins},
title = {Robust {A}udio {E}vent {R}ecognition with 1-{M}ax {P}ooling {C}onvolutional {N}eural {N}etworks},
booktitle = {Proc. 17th Ann. Conf. Int. Speech Communication Association (INTERSPEECH)},
address = {San Francisco},
month = {09},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PhHeMaMe16.pdf}
}

@article{PhHeMaMaMe16,
author = {Huy Phan and Lars Hertel and Marco Maass and Radoslaw Mazur and Alfred Mertins},
title = {Learning {R}epresentations for {N}onspeech {A}udio {E}vents through {T}heir {S}imilarities to {S}peech {P}atterns},
journal = {IEEE/ACM Trans. Audio, Speech, and Language Processing (TASLP)},
volume = {24},
number = {4},
pages = {807--822},
month = {04},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PhHeMaMaMe16.pdf}
}

@article{WeMoWeMaMa16,
author = {Arne Weigenand and Matthias M{\"o}lle and Friederike Werner and Thomas Martinetz and Lisa Marshall},
title = {Timing matters: open-loop stimulation does not improve overnight consolidation of word pairs in humans},
journal = {European Journal of Neuroscience},
volume = {44},
pages = {2357--2368},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WeMoWeMaMa16.pdf}
}

@article{LaVoTr16,
author = {Katrin L{\"a}mmermann and Heiko Vogel and Walther Traut},
title = {The mitochondrial genome of the {M}editerranean flour moth, {E}phestia kuehniella ({L}epidoptera: {P}yralidae), and identification of invading mitochondrial sequences (numts) in the {W} chromosone.},
journal = {European Journal of Entomology},
volume = {113},
pages = {482--488},
year = {2016},
doi = {10.14411/eje.2016.063},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaVoTr16.pdf}
}

@unpublished{DaMa16,
author = {Hans G. Danielmeyer and Thomas Martinetz},
title = {The industrial society's intrinsic dynamics},
note = {Abstract},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa16.pdf}
}

@inproceedings{SeSeBa16,
author = {Stanislau Semeniuta and Aliaksei Severyn and Erhardt Barth},
title = {Recurrent Dropout without Memory Loss},
booktitle = {{COLING}},
pages = {1757--1766},
publisher = {{ACL}},
year = {2016}
}

@article{KnBaMa16,
author = {Boris Knyazew and Erhardt Barth and Thomas Martinetz},
title = {Autoconvolution for {U}nsupervised {F}eature {L}earning}, 
journal = {arXiv:1606.00611v1 [cs.CV]},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KnBaMa16.pdf}
}

@inproceedings{SeBa16,
author = {Stanislau Semeniuta and  Erhardt Barth},
title = {Image classification with recurrent attention models},
booktitle = {{SSCI}},
pages = {1--7},
publisher = {{IEEE}},
year = {2016}
}

@inproceedings{BuMaBa16a,
author= {Irina Burciu and Thomas Martinetz and Erhardt Barth},
title = {Hierarchical {M}anifold {S}ensing with {F}oveation and {A}daptive {P}artitioning of the {D}ataset},
booktitle = {Human Vision and Electronic Imaging, {HVEI} 2016},
pages = {1--10},
year = {2016},
url = {http://ist.publisher.ingentaconnect.com/contentone/ist/ei/2016/00002016/00000016/art00044}
}

@article{MaScFoMaHa16,
author = {Maier, Oscar and Schr{\"o}der, Christoph and Forkert, Nils Daniel and Martinetz, Thomas and Handels, Heinz},
title = {Correction: {C}lassifiers for {I}schemic {S}troke {L}esion {S}egmentation: {A} {C}omparison {S}tudy},
publisher = {Public Library of Science},
journal = {PloS one},
volume = {11},
number = {2},
pages = {e0149828},
year = {2016},
url = {http://dx.doi.org/10.1371/journal.pone.0149828},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaScFoMaHa16.pdf}
}

@inproceedings{HePhMe16,
author = {Lars Hertel and Huy Phan and Alfred Mertins},
title = {Comparing {T}ime and {F}requency {D}omain for {A}udio {E}vent {R}ecognition {U}sing {D}eep {L}earning},
booktitle = {Proc. 2016 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
address = {Vancouver, Canada},
owner = {Hertel},
year = {2016},
timestamp = {2017.10.09},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HePhMe16.pdf}
}

@inproceedings{WeScNgMoMaClMa16,
author = {Arne Weigenand and Schellenberger Costa, Michael and Ngo, Hong-Viet and Matthias M{\"o}lle and Lisa Marshall and Jens Christian Claussen and Thomas Martinetz},
title = {A thalamocortical neural mass model of evoked potentials during NREM sleep},
booktitle = {Cosyne Abstracts 2016, Salt Lake City USA},
year = {2016}
}

@article{ScBoClMa16,
author = {Schellenberger Costa, Michael and Jan Born and Jens Christian Claussen and Thomas Martinetz},
title = {{Modeling the effect of sleep regulation on a neural mass model}},
journal = {Journal of Computational Neuroscience},
volume = {41},
number = {1},
pages = {15--28},
year = {2016},
issn={1573-6873},
doi={10.1007/s10827-016-0602-z},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBoClMa16.pdf}
}

@article{ScWeNgMaBoMaCl16,
author = {Schellenberger Costa, Michael and Arne Weigenand and Ngo, Hong-Viet V. and Lisa Marshall and Jan Born and Thomas Martinetz and Jens Christian Claussen},
title = {{A} {T}halamocortical {N}eural {M}ass {M}odel of the {EEG} during {NREM} {S}leep and {I}ts {R}esponse to {A}uditory {S}timulation},
journal = {PloS computational Biology},
volume = {12},
number = {9},
pages = {e1005022},
year = {2016},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScWeNgMaBoMaCl16.pdf}
}

@article{NgMiFaMaMoBo15,
author = {Ngo, Hong-Viet V. and Miedema, Arjan and Faude, Isabel and Martinetz, Thomas and M{\"o}lle, Matthias and Born, Jan},
title = {Driving {S}leep {S}low {O}scillations by {A}uditory {C}losed-{L}oop {S}timulation - {A} {S}elf-{L}imiting {P}rocess},
journal = {The Journal of Neuroscience},
volume = {35},
number = {17},
pages = {6630--6638},
year = {2015},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/NgMiFaMaMoBo15.pdf}
}

@article{CoStKlBaMa15,
author = {Foti Coleca and Andreea State and Sascha Klement and Erhardt Barth and Thomas Martinetz},
title = {Self-organizing maps for hand and full body tracking},
journal = {Neurocomputing},
year = {2015},
note = {Advances in Self-Organizing Maps Subtitle of the special issue: Selected Papers from the Workshop on Self-Organizing Maps 2012 (WSOM 2012)},
volume = {147},
pages = {174--184},
publisher = {Elsevier},
doi = {http://dx.doi.org/10.1016/j.neucom.2013.10.041},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoStKlBaMa15.pdf}
}

@article{ScEsMuHeKrMa15,
author = {Norman Scheel and Andrea Esswanger and Thomas F. M{\"u}nte and Marcus Heldmann and Ulrike M. Kr{\"a}mer and Amir Madany Mamlouk},
title = {Selection of {S}eeds for {R}esting-{S}tate f{MRI}-{B}ased {P}rediction of {I}ndividual {B}rain {M}aturity},
journal = {Bildverarbeitung f{\"u}r die {M}edizin, Informatik aktuell},
pages = {371--376},
year = {2015}
}

@article{HoMa15a,
author = {Hocke, Jens and Martinetz, Thomas},
title = {Maximum {D}istance {M}inimization for {F}eature {W}eighting},
journal = {Pattern Recognition Letters},
volume = {52},
pages = {48--52},
year = {2015},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa15a.pdf}
}

@inproceedings{BuMaBa15,
author = {Irina Burciu and Thomas Martinetz and Erhardt Barth},
title = {Foveated {M}anifold {S}ensing for object recognition},
booktitle = {IEEE International Black Sea Conference on Communications and Networking},
pages = {196--200},
year = {2015},
url = {http://dx.doi.org/10.1109/BlackSeaCom.2015.7185114}
}

@inproceedings{ViTuSeSaSe15,
author = {Radu{-}Laurentiu Vieriu and Sergey Tulyakov and Stanislau Semeniuta and Enver Sangineto and Nicu Sebe},
title = {Facial expression recognition under a wide range of head poses},
booktitle = {11th {IEEE} International Conference and Workshops on Automatic Face and Gesture Recognition, {FG} 2015, Ljubljana, Slovenia, May 4-8, 2015},
pages = {1--7},
year = {2015},
crossref = {DBLP:conf/fgr/2015},
doi = {10.1109/FG.2015.7163098},
url = {https://doi.org/10.1109/FG.2015.7163098},
timestamp = {Sun, 21 May 2017 00:20:47 +0200}
}

@article{ScEsMuHeKrMa2015,
  author = {Scheel, Norman and Essenwanger, Andrea and M{\"u}nte, Thomas F. and Heldmann, Marcus and Kr{\"a}mer, Ulrike and Madany Mamlouk, Amir},
  title = {On the Selection of Seeds for Resting-State fMRI-Based Prediction
of Individual Brain Maturity},
  journal = {Bildverarbeitung f{\"u}r die Medizin (BVM 2015), Informatik aktuell},
  pages = {371--376},
  year = {2015}
}   

@inproceedings{AsErGaGaMaMoSeSeToMaEnArCaMoBl15,
author = {Francesco Asnicar and Luca Erculiani and Francesca Galante and Caterina Gallo and Luca Masera and Paolo Morettin and Nadir Sella and Stanislau Semeniuta and Thomas Tolio and  Giulia Malacarne and Kristof Engelen and Andrea Argentini and Valter Cavecchia and Claudio Moser and Enrico Blanzieri},
title = {Discovering Candidates for Gene Network Expansion by Distributed Volunteer Computing},
booktitle = {2015 {IEEE} TrustCom/BigDataSE/ISPA, Helsinki, Finland, August 20-22, 2015, Volume 3},
pages = {248--253},
year = {2015},
crossref = {DBLP:conf/trustcom/2015-3},
doi = {10.1109/Trustcom.2015.640},
url = {https://doi.org/10.1109/Trustcom.2015.640},
timestamp = {Thu, 15 Jun 2017 21:45:36 +0200}
}

@article{DoWiKrLiBeFrLaMaScClRe16,
author = {Simon Dornseifer and Sarah Willkomm and Kretschmer-Kazemi Far, Rosel and Janine Liebschwager and Foteini Beltsiou and Kirsten Frank and Sandra D. Laufer and Thomas Martinetz and Georg Sczakiel and Jens Christian Claussen and Tobias Restle},
title = {{RNAi} revised-target {mRNA}-dependent enhancement of gene silencing},
journal = {Nucleic acids research},
volume = {43},
number = {22},
pages = {10623--10632},
year = {2015},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoWiKrLiBeFrLaMaScClRe16.pdf},
url = {http://nar.oxfordjournals.org/content/43/22/10623.full},
doi = {http://dx.doi.org/10.1093/nar/gkv1200}
}

@inproceedings{HoMa15,
author= {Jens Hocke and Thomas Martinetz},
title = {{L}earning {T}ransformation {I}nvariance from {G}lobal to {L}ocal},
booktitle = {Workshop New Challenges in Neural Computation 2015},
editor = {Barbara Hammer and Thomas Villmann},
series={Machine Learning Reports},
volume = {03},
year = {2015},
pages = {16--24},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa15.pdf}
}

@article{MaScFoMaHa15,
author = {Maier, Oscar and Schr{\"o}der, Christoph and Forkert, Nils Daniel and Martinetz, Thomas and Handels, Heinz},
title = {{C}lassifiers for {I}schemic {S}troke {L}esion {S}egmentation: {A} {C}omparison {S}tudy},
publisher = {Public Library of Science},
journal = {PloS one},
volume = {10},
number = {12},
pages = {e0145118},
year = {2015},
url = {http://dx.doi.org/10.1371/journal.pone.0145118},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaScFoMaHa15.pdf}
}

@inproceedings{ScBaMa15,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title={{L}earning {O}rthogonal {S}parse {R}epresentations by {U}sing {G}eodesic {F}low {O}ptimization},
booktitle = {IJCNN 2015 Conference Proceedings},
series = {The International Joint Conference on Neural Networks},
year = {2015},
pages = {15540:1--8},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa15.pdf}
}

@article{KrEnFeVoFrRoHaDaFeBaMaSt15,
author = {C. Krause and K. Ens and K. Fechner and J. Voigt and J. Fraune and E. Rohw{\"a}der and M. Hahn and M. Danckwardt and C. Feirer and E. Barth and T. Martinetz and W. St{\"o}cker},
title = {{EUROP}attern {S}uite technology for computer-aided immunofluorescence microscopy in autoantibody diagnostics},
journal = {Lupus},
volume = {24},
number = {4--5},
pages = {516--529},
year = {2015}
}

@inproceedings{HeBaKaMa15,
author = {Lars Hertel and Erhardt Barth and Thomas K{\"a}ster and Thomas Martinetz},
title = {Deep {C}onvolutional {N}eural {N}etworks as {G}eneric {F}eature {E}xtractors},
booktitle = {Proc. 2015 {IEEE} International Joint Conference on Neural Networks (IJCNN)},
address = {Killarney, Ireland},
owner = {Hertel},
year = {2015},
timestamp = {2015.05.13},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HeBaKaMa15.pdf}
}

@inproceedings{CoZiKaMaBa14,
author = {Foti Coleca and Sabrina Z{\^i}rnovean and Thomas K{\"a}ster and Thomas Martinetz and Erhardt Barth},
title = {Key-point Detection with Multi-layer Center-surround Inhibition},
booktitle = {Proceedings of the 9th International Conference on Computer Vision Theory and Applications},
pages = {386--393},
abstract = {We present a biologically inspired algorithm for key-point detection based on multi-layer and nonlinear centersurround inhibition. A Bag-of-Visual-Words framework is used to evaluate the performance of the detector on the Oxford III-T Pet Dataset for pet recognition. The results demonstrate an increased performance of our algorithm compared to the SIFT key-point detector. We further improve the recognition rate by separately training codebooks for the ON- and OFF-type key points. The results show that our key-point detection algorithms outperform the SIFT detector by having a lower recognition-error rate over a whole range of different key-point densities. Randomly selected key-points are also outperformed.},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoZiKaMaBa14.pdf}
}

@inproceedings{BuMaMaBa14,
author = {Irina Burciu and Adrian Ion-Margineanu and Thomas Martinetz and Erhardt Barth},
title = {Visual {M}anifold {S}ensing}, booktitle = {Human Vision and Electronic Imaging XIX},
publisher = {Proceedings of SPIE Electronic Imaging},
volume = {9014},
pages = {48:1--8},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BuMaMaBa14.pdf}
}

@article{ScChMa2014,
  author = {Scheel, Norman and Chang, Catie and Madany Mamlouk, Amir},
  title = {The importance of physiological noise regression in high temporal resolution fMRI},
  journal = {Artificial Neural Networks - ICANN 2014, LNCS},
  volume = {8681},
  pages = {540--547},
  year = {2014}
}   

@inproceedings{TuViSeSe14,
author = {Sergey Tulyakov and Radu{-}Laurentiu Vieriu and Stanislau Semeniuta and Nicu Sebe},
title = {Robust Real-Time Extreme Head Pose Estimation},
booktitle = {22nd International Conference on Pattern Recognition, {ICPR} 2014, Stockholm, Sweden, August 24-28, 2014},
pages = {2263--2268},
year = {2014},
crossref = {DBLP:conf/icpr/2014},
doi = {10.1109/ICPR.2014.393},
url = {https://doi.org/10.1109/ICPR.2014.393},
timestamp = {Wed, 24 May 2017 08:30:43 +0200}
}

@inproceedings{HaHeMa14,
author = {Barbara Hammer and Haibo He and Thomas Martinetz},
title = {Learning and modelling big data},
booktitle = {ESANN 2014 Proceedings, European Symposium on Artificial Networks, Computational Intelligence and Machine learning. Bruges (Belgium, 23-25 April 2014},
pages = {343--352},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaHeMa14.pdf}
}

@inproceedings{HoMa14,
author = {Jens Hocke and Thomas Martinetz},
title = {Global {M}etric {L}earning by {G}radient {D}escent},
editor = {Stefan Wermter and Cornelius Weber and Wlodzislaw Duch and Timo Honkela and Petia D. Koprinkova{-}Hristova and Sven Magg and G{\"{u}}nther Palm and Alessandro E. P. Villa},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2014 - 24th International Conference on Artificial Neural Networks, Hamburg, Germany, September 15-19, 2014. Proceedings},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {8681},
pages = {129--135},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa14.pdf}
}

@article{MiKaMaBa14,
author = {Bogdan Miclut and Thomas K{\"a}ster and Thomas Martinetz and Erhard Barth },
title = {Committees of deep feedforward networks trained with few data},
journal = {arXiv:1406.5947v1[cs.CV]},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MiKaMaBa14.pdf}
}

@inproceedings{ScBaMa14,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title={An adaptive hierarchical sensing scheme for sparse signals},
booktitle = {Human Vision and Electronic Imaging XIX},
series = {Proc. of SPIE Electronic Imaging},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
volume = {9014},
pages = {15:1--8},
year = {2014},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa14.pdf}
}

@inproceedings{ScChMa14,
author = {Norman Scheel and Catie Chang and Amir Madany Mamlouk},
title = {{T}he importance of physiological noise regression in high temporal resolution f{MRI}},
booktitle = {Artificial Neural Networks - ICANN 2014},
pages = {540--547},
publisher = {Springer},
series = {Lecture Notes in Computer Science (LNCS) 8681:540--547},
year = {2014}
}

@inproceedings{BeKaRaThScRoMa14,
author = {Tim Becker and Winnie Kanje and Daniel Rapoport and Konstantin Thierbach and Nico Scherf and Ingo Roeder and Amir Madany Mamlouk},
title = {{T}he {B}enchmark {D}ata {S}et {C}e{T}res.b-{M}i for in vitro {M}itosis {D}etection},
booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI'14)},
pages = {469--472},
year = {2014}
}

@inproceedings{HoMa14b,
author= {Jens Hocke and Thomas Martinetz},
title = {{L}earning {T}ransformation {I}nvariance for {O}bject {R}ecognition},
booktitle = {Workshop New Challenges in Neural Computation 2014},
editor = {Barbara Hammer and Thomas Villmann},
series = {Machine Learning Reports},
volume = {02},
year = {2014},
pages = {20--25},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa14b.pdf}
}

@article{WeScNgClMa14,
author = {Arne Weigenand and Schellenberger Costa, Michael and Ngo, Hong-Viet Victor and Jens Christian Claussen and Thomas Martinetz},
title = {{Characterization of {K}-{C}omplexes and {S}low {W}ave {A}ctivity in a {N}eural {M}ass {M}odel}},
journal = {PLoS Computational Biology},
volume = {10},
pages = {e1003923},
year = {2014},
doi = {10.1371/journal.pcbi.1003923},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WeScNgClMa14.pdf}
}

@inproceedings{DoViBa13,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Efficient image representations and features},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVIII},
series = {Proc. of SPIE-IS&T Electronic Imaging},
volume = {8651},
pages = {86510R},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa13.pdf}
}

@article{KlAnMa13,
author = {Sascha Klement and Silke Anders and Thomas Martinetz},
title = {The {S}upport {V}ector {M}achine: {C}lassification with the {L}east {N}umber of {F}eatures and {A}pplication to {N}euroimaging {D}ata},
journal = {Neural Computation},
volume = {25/6},
pages = {1548--1584},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlAnMa13.pdf}
}

@inproceedings{PoDoBeBa13,
author = {Laura Pomarjanschi and Michael Dorr and Peter J. Bex and Erhardt Barth},
title = {Simple gaze-contingent cues guide eye movements in a realistic driving simulator},
booktitle = {IS&T/SPIE Electronic Imaging},
volume = {8651},
pages = {865110-865110-8},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoBeBa13.pdf}
}

@inproceedings{CoKlMaBa13,
author = {Foti Coleca and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Real-time skeleton tracking for embedded systems},
booktitle = {Mobile Computational Photography},
publisher = {Proceedings of SPIE},
year = {2013},
volume = {8667D},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoKlMaBa13.pdf}
}

@inproceedings{WeKaMaBa13,
author = {Mike Wellner and Thomas K{\"a}ster and Thomas Martinetz and Erhardt Barth},
title = {Optimizing depth-of-field based on a range map and a wavelet transform},
booktitle = {Mobile Computational Photography},
publisher = {Proceedings of SPIE},
year = {2013},
volume = {8667D},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/WeKaMaBa13.pdf}
}

@incollection{StCoBaMa13,
author = {Andreea State and Foti Coleca and Erhardt Barth and Thomas Martinetz},
title = {Hand {T}racking with an {E}xtended {S}elf-{O}rganizing {M}ap},
booktitle = {Advances in Self-Organizing Maps},
publisher = {Springer Berlin Heidelberg},
editor = {Est{\'e}vez, Pablo A. and Príncipe, Jos{\'e} C. and Zegers, Pablo},
volume = {198},
series = {Advances in Intelligent Systems and Computing},
pages = {115--124},
doi = {10.1007/978-3-642-35230-0_12},
isbn = {978-3-642-35229-4},
keywords = {hand skeleton tracking; self-organizing maps; kinect},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/StCoBaMa13.pdf}
}

@inproceedings{HoMa13,
author = {Jens Hocke and Thomas Martinetz},
title = {Feature {W}eighting by {M}aximum {D}istance {M}inimization},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2013 - 23rd International Conference on Artificial Neural Networks, Sofia, Bulgaria, September 10-13, 2013. Proceedings},
editor = {Valeri Mladenov and Petia D. Koprinkova{-}Hristova and G{\"{u}}nther Palm and Alessandro E. P. Villa and Bruno Appollini and Nikola Kasabov},
pages = {420--425},
series = {Lecture Notes in Computer Science},
volume = {8131},
publisher = {Springer},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa13.pdf}
}

@inproceedings{CoBaMa13,
author = {Horia Coman and Erhardt Barth and Thomas Martinetz},
title = {{S}parse {C}oding {N}eural {G}as {A}pplied to {I}mage {R}ecognition},
publisher = {Springer Berlin Heidelberg},
booktitle = {Advances in Self-Organizing Maps},
series = {Advances in Intelligent Systems and Computing},
volume = {198},
pages = {105--114},
year = {2013}
}

@article{KaPuKaHaMa13,
author = {Krishna Kumar Kandaswamy and Ganesan Pugalenthi and Kai-Uwe Kalies and Enno Hartmann and Thomas Martinetz},
title = {Ecm{P}red: {P}rediction of extracellular matrix proteins based on random forest with maximum relevance minimum redundancy feature selection},
journal = {Journal of {T}heoretical {B}iology},
volume = {317},
pages = {377--383},
year = {2013},
url = {http://www.sciencedirect.com/science/article/pii/S0022519312005486},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KaPuKaHaMa13.pdf}
}

@article{NgMaBoMo13,
author = {Ngo, Hong-Viet V. and Martinetz, Thomas and Born, Jan and M{\"o}lle, Matthias},
title = {Auditory {C}losed-{L}oop {S}timulation of the {S}leep {S}low {O}scillation {E}nhances {M}emory},
journal = {Neuron},
volume = {78},
pages = {545--553},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/NgMaBoMo13.pdf}
}

@inproceedings{ScBaMa13,
author={Sch{\"u}tze, Henry and Barth, Erhardt and Martinetz, Thomas},
title = {{L}earning {O}rthogonal {B}ases for k-{S}parse {R}epresentations},
booktitle = {Workshop New Challenges in Neural Computation 2013},
editor = {Barbara Hammer and Thomas Martinetz and Thomas Villmann},
series ={Machine Learning Reports},
volume = {02},
year = {2013},
pages = {119--120},
note = {Short Paper},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaMa13.pdf}
}

@inproceedings{CoMaBa13,
author = {Foti Coleca and Thomas Martinetz and Erhardt Barth},
title = {{G}esture {I}nterfaces with {D}epth {S}ensors},
publisher = {Springer Berlin Heidelberg},
booktitle = {Time-of-Flight and Depth Imaging. Sensors, Algorithms, and Applications},
series = {Lecture Notes in Computer Science},
volume = {8200},
pages = {207--227},
year = {2013},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/CoMaBa13.pdf}
}

@article{HoKrEnDaFeRoHaAfRaMoWuFeBaStMaVo13,
author = {N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and E. Rohw{\"a}der and M. Hahn and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and K. Fechner and E. Barth and W. St{\"o}cker and T. Martinetz and J. Voigt},
title = {{ANA} and {ANCA} diagnostics with computer-aided immunofluorescence microscopy (CAIFM)},
publisher = {Springer Heidelberg},
journal = {Zeitschrift f{\"u}r Rheumatologie},
volume = {72},
pages = {24},
year = {2013}
}

@inproceedings{HoMa13a,
author={Hocke, Jens and Martinetz, Thomas},
title = {{A}pplication of {M}aximum {D}istance {M}inimization to {G}ene {E}xpression {D}ata},
booktitle = {Workshop New Challenges in Neural Computation 2013},
editor = {Barbara Hammer and Thomas Martinetz and Thomas Villmann},
series ={Machine Learning Reports},
volume = {02},
pages = {6--7},
year = {2013},
note = {Short Paper},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa13a.pdf}
}

@article{HoKrEnDaFeAfRaMoWuVoFeBaMaSt13,
author = {N. Hochstrate and C. Krause and K. Ens and M. Danckwardt and C. Feirer and K. Affeldt and M. Rateike and M. Morrin and D. Wuttig and J. Voigt and K. Fechner and E. Barth and T. Martinetz and W. St{\"o}cker},
title = {Computer-aided immunofluorescence microscopy {(CAIFM)} for {ANCA} diagnostics},
publisher = {Elsevier Masson},
journal = {La Presse Medicale},
volume = {42},
number = {4},
pages = {685},
year = {2013}
}

@article{DaMa12a,
author = {Hans G. Danielmeyer and Thomas Martinetz},
title = {Predicting economic growth with classical physics and human biology},
journal = {arXiv:1212.1286 [q-fin.GN]},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa12a.pdf}
}

@article{NgClBoMo12,
author = {Ngo, Hong-Viet V. and Claussen, Jens Christian and Jan Born and Matthias M{\"o}lle},
title = {Induction of slow oscillations by rhythmic acoustic stimulation},
journal = {Journal of Sleep Research},
 year = {2012}
}

@article{ViDoMaBa12,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Intrinsic {D}imensionality {P}redicts the {S}aliency of {N}atural {D}ynamic {S}cenes},
journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence},
publisher = {IEEE},
issn = {0162-8828},
volume = {34},
number = {6},
pages = {1080--1091},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa12.pdf}
}

@article{NjClMoHo12,
author = {Felix Njap and Jens Christian Claussen and Andreas Moser and Ulrich G. Hofmann},
title = {Modeling Effect of GABAergic Current in Basal Ganglia Computational Model},
journal = {Cognitive Neurodynamics},
volume = {6},
number = {4},
pages = {333--342},
year = {2012},
url = {http://dx.doi.org/10.1007/s11571-012-9203-3}
}

@article{TiBa12,
author = {Fabian Timm and Erhardt Barth},
title = {Novelty {D}etection for the {I}nspection of {L}ight-emitting {D}iodes},
journal = {Expert Systems with Applications},
volume = {39},
number = {3},
pages = {3413--3422},
year = {2012},
url = {http://dx.doi.org/10.1016/j.eswa.2011.09.029}
}

@article{TrClHa12,
author = {Arne Traulsen and Jens Christian Claussen and Christoph Hauert},
title = {Stochastic differential equations for evolutionary dynamics with demographic noise and mutations},
journal = {Physical Review E},
volume = {85},
pages = {041901},
url = {http://arxiv.org/abs/1203.3367},
url = {http://dx.doi.org/10.1103/PhysRevE.85.041901},
year = {2012}
}

@inproceedings{PoDoRaBa10,
author = {Laura Pomarjanschi and Michael Dorr and Christoph Rasche and Erhardt Barth},
title = {Safer {D}riving with {G}aze {G}uidance},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {581--586},
editor = {J. Suzuki and T. Nakano},
publisher = {Springer},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoRaBa10.pdf}
}

@article{ClHo12,
author = {Jens Christian Claussen and Ulrich G. Hofmann},
title = {Sleep, Neuroengineering, and Dynamics},
journal = {Cognitive Neurodynamics},
volume = {6},
number = {3},
pages = {211--214},
url = {http://dx.doi.org/10.1007/s11571-012-9204-2},
year = {2012}
}

@article{HoLaBaMa12,
author = {Hocke, Jens and Labusch, Kai and Barth, Erhardt and Martinetz, Thomas},
title = {Sparse {C}oding and {S}elected {A}pplications},
publisher = {Springer Berlin / Heidelberg},
journal = {KI - K\"unstliche Intelligenz},
number = {4},
volume = {26},
pages = {349--355},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoLaBaMa12.pdf}
}

@article{WeMaCl12,
author = {Weigenand, Arne and Martinetz, Thomas and Claussen, Jens Christian},
title = {The phase response of the cortical slow oscillation},
journal = {Cognitive Neurodynamics},
volume = {6},
number = {4},
pages = {367--375},
year = {2012},
url = {http://dx.doi.org/10.1007/s11571-012-9207-z}
}

@article{DaMa12,
author = {Hans G. Danielmeyer and Thomas Martinetz},
title = {The physics of business cycles and inflation},
journal = {arXiv:1212.1282v1 [q-fin.GN]},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa12.pdf}
}

@inproceedings{BiKrWiWiWeKaMaBa12,
author = {T. Binder and F. Kriener and C. Wichner and M. Wille and M. Wellner and T. K{\"a}ster and T. Martinetz and E. Barth},
title = {How to make a small phone camera shoot like a big {DSLR}: creating and fusing multi-modal exposure series},
booktitle = {Human Vision and Electronic Imaging XVII},
series = {Proceedings SPIE},
volume = {8291},
year = {2012},
doi = {10.1117/12.905560},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BiKrWiWiWeKaMaBa12.pdf}
}

@article{MaDoSpGaHeBaHe12,
author = {Bj\"orn Machner and Michael Dorr and Andreas Sprenger and Janina von der Gablentz and Wolfgang Heide and Erhardt Barth and Christoph Helmchen},
title = {Impact of dynamic bottom-up features and top-down control on the visual exploration of moving real-world scenes in hemispatial neglect},
journal = {Neuropsychologia},
volume = {50},
year = {2012},
pages = {2415--2425},
abstract = {<p>Patients with hemispatial neglect are severely impaired in orienting their attention to contralesional hemispace. Although motion is one of the strongest attentional cues in humans, it is still unknown how neglect patients visually explore their moving real-world environment.</p> <p>We therefore recorded eye movements at bedside in 19 patients with hemispatial neglect following acute right hemisphere stroke, 14 right-brain damaged patients without neglect and 21 healthy control subjects. Videos of naturalistic real-world scenes were presented first in a free viewing condition together with static images, and subsequently in a visual search condition. We analyzed number and amplitude of saccades, fixation durations and horizontal fixation distributions. Novel computational tools allowed us to assess the impact of different scene features (static and dynamic contrast, colour, brightness) on patients{\textquoteright} gaze.</p> <p>Independent of the different stimulus conditions, neglect patients showed decreased numbers of fixations in contralesional hemispace (ipsilesional fixation bias) and increased fixation durations in ipsilesional hemispace (disengagement deficit). However, in videos left-hemifield fixations of neglect patients landed on regions with particularly high dynamic contrast. Furthermore, dynamic scenes with few salient objects led to a significant reduction of the pathological ipsilesional fixation bias. In visual search, moving targets in the neglected hemifield were more frequently detected than stationary ones. The top-down influence (search instruction) could neither reduce the ipsilesional fixation bias nor the impact of bottom-up features.</p> <p>Our results provide evidence for a strong impact of dynamic bottom-up features on neglect patients{\textquoteright} scanning behaviour. They support the neglect model of an attentional priority map in the brain being imbalanced towards ipsilesional hemispace, which can be counterbalanced by strong contralateral motion cues. Taking into account the lack of top-down control in neglect patients, bottom-up stimulation with moving real-world stimuli may be a promising candidate for future neglect rehabilitation schemes.</p>},
url = {http://dx.doi.org/10.1016/j.neuropsychologia.2012.06.012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaDoSpGaHeBaHe12.pdf}
}

@inproceedings{ScMaAnMa12,
author = {Henry Sch{\"u}tze and Thomas Martinetz and Silke Anders and Amir Madany Mamlouk},
title = {A {M}ultivariate {A}pproach to {E}stimate {C}omplexity of {F}{MRI} {T}ime {S}eries},
editor = {Alessandro E.P. Villa and W{\l}odzis{\l}aw Duch and P{\'{e}}ter {\'{E}}rdi and Francesco Masulli and G{\"u}nter Palm},
booktitle = {Artificial Neural Networks and Machine Learning - ICANN 2012, 22nd International Conference, Lausanne, Switzerland, September 11-14, 2012, Proceedings, Part II},
year = {2012},
pages = {540--547},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {7553},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScMaAnMa12.pdf}
}

@article{PoDoBa11,
author = {Laura Pomarjanschi and Michael Dorr and Erhardt Barth},
title = {Gaze guidance reduces the number of collisions with pedestrians in a driving simulator},
journal = {ACM Transactions on Interactive Intelligent Systems},
pages = {8:1--8:14},
volume = {1},
number = {2},
year = {2012},
note = {((c) ACM, 2012. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in ACM Transactions on Interactive Intelligent Systems, January 2012.)},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PoDoBa12.pdf}
}

@article{VoKrRoSaHaDaFeEnFeBaMaSt12,
author = {J{\"o}rn Voigt and Christopher Krause and Edda Rohw{\"a}der and Sandra Saschenbrecker and Melanie Hahn and Maick Danckwardt and Christian Feirer and Konstantin Ens and Kai Fechner and Erhardt Barth and Thomas Martinetz and Winfried St{\"o}cker},
title = {Automated {I}ndirect {I}mmunofluorescence {E}valuation of {A}ntinuclear {A}utoantibodies on {HE}p-2 {C}ells},
journal = {Clinical and {D}evelopmental Immunology},
volume = {2012},
note = {7 pages},
year = {2012},
comment = {Article ID 651058},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/VoKrRoSaHaDaFeEnFeBaMaSt12.pdf},
doi = {10.1155/2012/651058},
url = {https://doi.org/10.1155/2012/651058}
}

@inproceedings{HoMa12,
author={Hocke, Jens and Martinetz, Thomas},
title = {{E}xperience in {T}raining ({D}eep) {M}ulti-{L}ayer {P}erceptrons to {C}lassify {D}igits},
booktitle = {Workshop New Challenges in Neural Computation 2012},
editor = {Barbara Hammer and Thomas Villmann},
series={Machine Learning Reports},
volume = {03},
year = {2012},
pages = {113--115},
note = {Short Paper},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoMa12.pdf}
}

@inproceedings{BeRaMa12,
author = {Becker, Tim and Rapoport, Daniel and Madany Mamlouk, Amir},
title = {From timelapse-data to genealogic trees: Using different contrast mechanisms to improve cell tracking},
booktitle = {IEEE International Symposium on Biomedical Imaging (ISBI'12)},
pages = {386--389},
year = {2012}
}

@article{DaMa12b,
author = {Hans G. Danielmeyer and Thomas Martinetz},
title = {A physical theory of economic groth},
journal = {arXiv:1206.2494v1 [q-fin.GN]},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa12b.pdf}
}

@inproceedings{HoBaMa12,
author = {Jens Hocke and Erhardt Barth and Thomas Martinetz},
title = {Application of non-linear transform coding to image processing},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVII},
publisher = {Proceedings of SPIE},
volume = {8291},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoBaMa12.pdf}
}

@inproceedings{HoDoBa12,
author = {Jens Hocke and Michael Dorr and Erhardt Barth},
title = {A compressed sensing model of peripheral vision},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Huib de Ridder},
booktitle = {Human Vision and Electronic Imaging XVII},
publisher = {Proceedings of SPIE},
volume = {8291},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HoDoBa12.pdf}
}

@inproceedings{DoViBa10,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Colour saliency on video},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {601--606},
editor = {J. Suzuki and T. Nakano},
publisher = {Springer},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa10.pdf}
}

@inproceedings{ViDoBa10,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Contribution of {S}patio-{T}emporal {I}ntensity {V}ariation to {B}ottom-up {S}aliency},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa10.pdf},
booktitle = {BIONETICS 2010},
series = {LNICST},
volume = {87},
pages = {469--474},
editor = {J Suzuki and T Nakano},
publisher = {Springer},
year = {2012}
}

@article{ScCl12,
author = {Markus Sch{\"u}tt and Jens Christian Claussen},
title = {Desynchronizing effect of high-frequency stimulation in a generic cortical network model},
journal = {Cognitive Neurodynamics},
volume = {6},
number = {4},
pages = {343--351},
url = {http://dx.doi.org/10.1007/s11571-012-9199-8},
year = {2012}
}

@article{MaScNgMoBo12,
author = {Mayer, J{\"o}rg and Schuster, Heinz Georg and Ngo, Hong-Viet V. and M{\"o}lle, Matthias and Born, Jan},
title = {Differential influence of sinusoidal and noisy inputs on synaptic connections in a network with {STDP}},
journal = {Europhysics Letters},
volume = {98},
pages = {48005},
year = {2012}
}

@article{MaNgSc12,
author = {J{\"o}rg Mayer and Ngo, Hong-Viet V. and Heinz Georg Schuster},
title = {Dynamical {M}ean-{F}ield {E}quations for a {N}eural {N}etwork with {S}pike {T}iming {D}ependent {P}lasticity},
journal = {Journal of Statistical Physics},
year = {2012}
}

@article{DoViBa12,
author = {Michael Dorr and Eleonora Vig and Erhardt Barth},
title = {Eye movement prediction and variability on natural video data sets},
journal = {Visual Cognition},
volume = {20},
number = {4/5},
pages = {495--514},
year = {2012},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViBa12.pdf}
}

@article{LaBaMa11,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {Soft-competitive {L}earning of {S}parse {C}odes and its {A}pplication to {I}mage {R}econstruction},
journal= {Neurocomputing},
volume = {74},
number = {9},
month = {04},
pages = {1418--1428},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa11.pdf}
}

@article{OlClAc11,
author = {Eckehard Olbrich and Jens Christian Claussen and Peter Achermann},
title = {The multiple time scales of sleep dynamics as a challenge for modeling the sleeping brain},
journal = {Phil. Trans. Roy. Soc A},
volume = {369},
pages= {3884--3901},
year = {2011},
url = {http://dx.doi.org/10.1098/rsta.2011.0082}
}

@inproceedings{TiBa11,
author = {Fabian Timm and Erhardt Barth},
title = {Non-parametric texture defect detection using {W}eibull features},
booktitle = {Image Processing: Machine Vision Applications IV},
publisher = {IS\&T/SPIE Electronic Imaging},
year = {2011},
address = {San Francisco, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiBa11.pdf}
}

@inproceedings{ViDoBa11,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Learned saliency transformations for gaze guidance},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa11.pdf},
booktitle = {Human Vision and Electronic Imaging XVI},
publisher = {SPIE-IS\&T},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas},
volume = {7865},
pages = {W1--11},
year = {2011}
}

@inproceedings{KlTiBa11,
author = {Sascha Klement and Fabian Timm and Erhardt Barth},
title = {Illumination correction for image stitching},
booktitle = {Proceedings of the Int. Conference on Imaging Theory and Applications {(IMAGAPP)}},
publisher = {INSTICC},
address = {Algarve, Portugal},
year = {2011},
pages = {81--86},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlTiBa11.pdf}
}

@inproceedings{TiBa11a,
author = {Fabian Timm and Erhardt Barth},
title = {Accurate, fast, and robust centre localisation for images of semiconductor components},
booktitle = {Image Processing: Machine Vision Applications IV},
publisher = {IS\&T/SPIE Electronic Imaging},
year = {2011},
address = {San Francisco, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiBa11a.pdf}
}

@article{ViDoMaBa11,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {Eye {M}ovements {S}how {O}ptimal {A}verage {A}nticipation with {N}atural {D}ynamic {S}cenes},
journal = {Cognitive Computation},
publisher = {Springer New York},
year = {2011},
pages = {79--88},
volume = {3},
number = {1},
url = {http://www.springerlink.com/content/73l4j324g63150n1/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa11.pdf}
}

@inproceedings{NjClMoHo11,
author = {Felix Njap and Jens Christian Claussen and Andreas Moser and Ulrich G. Hofmann},
title = {Comparing Realistic subthalamic nucleus neuron models},
booktitle = {AIP Conf. Proc. / Volume 1371 / Issue 1},
journal = {AIP Conf. Proc},
volume = {1371},
pages = {102--109},
url = {http://link.aip.org/link/?APCPCS/1371/102/1},
comment = {Proceedings of the CMLS 2011, Japan},
year = {2011}
}

@inproceedings{ScBaBeDo11,
author = {Nicolas Schneider and Erhardt Barth and Peter Bex and Michael Dorr},
title = {An open-source low-cost eye-tracking system for portable real-time and offline tracking},
booktitle = {Proceedings of the 2011 Conference on Novel Gaze-Controlled Applications},
pages = {8:1--4},
year = {2011},
doi = {http://dx.doi.org/10.1145/1983302.1983310},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScBaBeDo11.pdf}
}

@inproceedings{BeRaMa11,
author = {Becker, Tim and Rapoport, Daniel and Madany Mamlouk, Amir},
title = {Adaptive mitosis detection in large in vitro stem cell populations using timelapse microscopy},
booktitle = {Bildverarbeitung f{\"u}r die Medizin (BVM 2011)},
pages = {49--53},
year = {2011},
series = {Informatik aktuell}
}

@article{LaBaMa11b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {IEEE Transactions on Selected Topics in Signal Processing},
title = {{R}obust and {F}ast {L}earning of {S}parse {C}odes {W}ith {S}tochastic {G}radient {D}escent},
year = {2011},
volume = {5},
pages = {1048--1060},
number = {5},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa11b.pdf}
}

@inproceedings{TiBa11b,
author = {Fabian Timm and Erhardt Barth},
title = {Accurate eye centre localisation by means of gradients},
booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}},
publisher = {INSTICC},
address = {Algarve, Portugal},
volume = {1},
pages = {125--130},
year = {2011}
}

@article{KrGaMeKaTh11,
author = {Krishna Kumar Kandaswamy and Ganesan Pugalenthi and Mehrnaz Khodam Hazrati and Kai-Uwe Kalies and Thomas Martinetz},
title = {{BLP}rot: {P}rediction of bioluminescent proteins based on {S}upport {V}ector {M}achine and {R}elief feature selection},
journal = {BMC Bioinformatics},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KrGaMeKaTh11.pdf}
}

@article{RaBeMaScKr11,
author = {Rapoport, Daniel H. and Becker, Tim and Madany Mamlouk, Amir and Schicktanz, Simone and Kruse, Charli},
title = {A {N}ovel {V}alidation {A}lgorithm {A}llows for {A}utomated {C}ell {T}racking and the {E}xtraction of {B}iologically {M}eaningful {P}arameters},
journal = {PLoS ONE},
volume = {6},
number = {11},
pages = {e27315},
year = {2011},
doi = {doi:10.1371/journal.pone.0027315},
url = {https://doi.org/10.1371/journal.pone.0027315}
}

@inproceedings{KlMa11,
author = {Klement, Sascha and Martinetz, Thomas},
title = { On the {P}roblem of {F}inding the {L}east {N}umber of {F}eatures by {L}1-norm {M}inimisation},
booktitle = {ICANN 2011, Part I},
series = {LNCS 6791},
pages = {315--322},
editor = {T. Honkela et al.},
publisher = {Springer, Heidelberg},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa11.pdf}
}

@article{KaChMaMoSuSrGa11,
author = {Krishna Kumar Kandaswamy and Kuo-Chen Chou and Thomas Martinetz and Steffen M{\"o}ller and P. N. Suganthan and S. Sridharan and Ganesan Pugalenthi},
title = {{AFP}-{P}red: {A} random forest approach for predicting antifreeze proteins from sequence-derived properties},
journal = {Journal of Theoretical Biology},
volume = {270},
number = {1},
pages = {56--62},
year = {2011}
}

@article{ZhMaMaChWaHi11,
author = {Jiajie Zhang and Amir Madany Mamlouk and Thomas Martinetz and Suhua Chang and Jing Wang and Rolf Hilgenfeld},
title = {{P}hylo{M}ap: an algorithm for visualizing relationships of large sequence data sets and its application to the influenza {A} virus genome},
journal = {BMC Bioinformatics},
year = {2011},
volume = {12},
pages = {248},
url = {http://www.ncbi.nlm.nih.gov/pubmed/21689434},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ZhMaMaChWaHi11.pdf}
}

@inproceedings{HoMaBa11,
author={Hocke, Jens and Martinetz, Thomas and Barth, Erhardt},
title = {{I}mage {D}econvolution with {S}parse {P}riors},
booktitle = {Workshop New Challenges in Neural Computation 2011},
editor = {Barbara Hammer and Thomas Villmann},
series={Machine Learning Reports},
volume = {05},
year = {2011},
pages = {9},
note = {Abstract}
}

@article{GaKrPr11,
author = {Ganesan Pugalenthi and Krishna Kumar Kandaswamy and Prasanna Kolatkar},
title = {{RSARF}: {P}rediction of residue solvent accessibility from protein sequence using random forest method},
journal = {Protein \& Peptide Letters},
note = {(to appear)},
volume = {18},
year = {2011}
}

@inproceedings{BrErMa11,
author = {Ingrid Br{\ae}nne and Jeanette Erdmann and Amir Madany Mamlouk},
title = {{SNP}boost: {I}nteraction {A}nalysis and {R}isk {P}rediction on {GWA} {D}ata},
booktitle = {Artificial Neural Networks - ICANN 2011, 21th International Conference, Espoo, Finland, June 14-17th, 2011, Proceedings},
publisher = {Springer},
volume = {6792},
series = {Lecture Notes in Computer Science},
pages = {111--118},
year = {2011},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BrErMa11.pdf}
}

@article{KhGaKrRa11,
author = {Khader Shameer and Ganesan Pugalenthi and Krishna Kumar Kandaswamy and Ramanathan Sowdhamini},
title = {3dswap-pred: {P}rediction of {3D} {D}omain {S}wapping from {P}rotein {S}equence {U}sing {R}andom {F}orest {A}pproach},
journal = {Protein \& Peptide Letters},
volume = {18},
year = {2011}
}

@article{BiMa10,
author = {Thomas Binder and Thomas Martinetz},
title = {On the boundedness of an iteration involving points on the hypersphere}, 
journal = {arXiv:1001.1624v2 [cs.CG]},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BiMa10.pdf}
}

@article{DoMaGeBa10a,
author = {Michael Dorr and Thomas Martinetz and Karl Gegenfurtner and Erhardt Barth},
title = {Variability of eye movements when viewing dynamic natural scenes},
journal = {Journal of Vision},
year = {2010},
volume = {10},
number = {10},
pages = {1--17},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoMaGeBa10a.pdf},
url = {http://jov.arvojournals.org/article.aspx?articleid=2121333}
}

@inproceedings{NgKoMaClSc10a,
author = {Ngo, Hong-Viet V. and K{\"o}hler, Jan and Mayer, J{\"o}rg and Claussen, Jens Christian and Schuster, Heinz Georg},
title = {Triggering up states in all-to-all coupled neurons: a simple model of cortical up-down switching},
booktitle = {Proceedings of the International Biosignal Processing Conference, Berlin, Germany},
pages = {57:1--4},
year = {2010}
}

@article{NgKoMaClSc10,
author = {Ngo, Hong-Viet V. and K{\"o}hler, Jan and Mayer, J{\"o}rg and Claussen, Jens Christian and Schuster, Heinz Georg},
title = {Triggering up states in all-to-all coupled neurons},
journal = {Europhysics Letters},
volume = {89},
pages = {68002},
year = {2010},
url = {http://dx.doi.org/10.1209/0295-5075/89/68002},
url = {http://arxiv.org/abs/1003.2111}
}

@inproceedings{KlMa10,
author = {Sascha Klement and Thomas Martinetz},
title = {The {S}upport {F}eature {M}achine for {C}lassifying with the {L}east {N}umber of {F}eatures},
editor = {Konstantinos I. Diamantaras and Wlodek Duch and Lazaros S. Iliadis},
booktitle = {Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki, Greece, September 15-18, 2010, Proceedings, Part II},
year = {2010},
pages = {88--93},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {6353},
ee = {http://dx.doi.org/10.1007/978-3-642-15822-3_11},
bibsource = {DBLP, http://dblp.uni-trier.de},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10.pdf}
}

@article{DaMa10,
author = {H. G. Danielmeyer and T. Martinetz},
title = {The {B}iologic {S}tability of the {I}ndustrial {E}volution},
journal = {European Review (Academia Europea)},
volume = {18},
number = {2},
year = {2010},
pages = {263--268},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa10.pdf}
}

@inproceedings{WeNgHiMaCl10,
author = {Weigenand, Arne and Ngo, Hong-Viet V. and Higgins, David and Martinetz, Thomas and Claussen, Jens Christian},
title = {Switching between {U}p and {D}own {S}tates in a conductance-based cortex model},
booktitle = {Proceedings of the International Biosignal Processing Conference, Berlin, Germany},
pages = {105:1--3},
year = {2010}
}

@inproceedings{TiMa10,
author = {Fabian Timm and Thomas Martinetz},
title = {Statistical {F}ourier {D}escriptors for {D}efect {I}mage {C}lassification},
booktitle = {Proceedings of the 20th Int. Conference on Pattern Recognition {(ICPR)} },
publisher = {IEEE Computer Society Press},
pages = {4190--4193},
year = {2010},
address = {Istanbul, Turkey},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiMa10.pdf}
}

@misc{ScCl10b,
author = {Markus Sch{\"u}tt and Jens Christian Claussen},
title = {Stabilization of biodiversity in the coevolutionary rock-paper-scissors game on complex networks},
note = {working paper q-bio},
year = {2010},
url = {http://arxiv.org/abs/1003.2922}
}

@inproceedings{DoJaBa10_www,
comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item DoJaBa10 instead.},
author = {Michael Dorr and Halszka Jarodzka and Erhardt Barth},
title = {Space-Variant Spatio-Temporal Filtering of Video for Gaze Visualization and Perceptual Learning},
booktitle = {Eye-tracking research \& applications},
pages = {307--314},
year = {2010},
note = {\copyright\ ACM, 2010. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye tracking research \& applications 2010, Austin, Texas, 22-24 March 2010. http://doi.acm.org/10.1145/1743666.1743737},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoJaBa10.pdf}
}

@article{KaPuMoHaKaSuMa10,
author = {Krishna Kumar Kandaswamy and Ganesan Pugalenthi and Steffen M{\"o}ller and Enno Hartmann and Kai-Uwe Kalies and P.N.Suganthan and Thomas Martinetz},
title = {Prediction of apoptosis protein locations with {G}enetic {A}lgorithms and {S}upport {V}ector {M}achines through a new mode of pseudo amino acid composition},
journal = {Protein Peptide Letters},
pages = {1473--1479},
volume = {17},
year = {2010}
}

@inproceedings{TiMaBa10,
author = {Fabian Timm and Thomas Martinetz and Erhardt Barth},
title = {Optical {I}nspection of {W}elding {S}eams},
booktitle = {Computer Vision, Imaging and Computer Graphics: Theory and Applications, Revised Selected Papers},
publisher = {Springer Series Communications in Computer Science and Information Science},
year = {2010},
volume = {68},
pages = {269--282},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiMaBa10.pdf}
}

@article{BoHaMaBa10,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Shading constraint improves accuracy of time-of-flight measurements},
journal = {Computer Vision and Image Understanding},
pages = {1329--1335},
volume = {114},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa10.pdf}
}

@misc{ScCl10a,
author = {Markus Sch{\"u}tt and Jens Christian Claussen},
title = {Mean extinction times in cyclic coevolutionary rock-paper-scissors dynamics},
note = {working paper q-bio},
year = {2010},
url = {http://arxiv.org/abs/1003.2427}
}

@article{KrGaSuRa10,
author = {Krishna Kumar Kandaswamy and Ganesan Pugalenthi and P.N Suganthan and Rajeev Gangal},
title = {{SVMCRYS}: An {SVM} approach for the prediction of protein crystallization propensity from protein},
journal = {Protein Peptide Letters},
volume = {26},
pages = {423--430},
year = {2010}
}

@inproceedings{LaBaMa10b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{B}ag of {P}ursuits and {N}eural {G}as for {I}mproved {S}parse {C}oding},
editor = {Gilbert Saporta},
booktitle = {Proceedings of the 19th International Conference on Computational Statistics},
publisher = {Springer},
pages = {327--336},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa10b.pdf}
}

@inproceedings{LaMa10,
author = {Kai Labusch and Thomas Martinetz},
title = {{L}earning {S}parse {C}odes for {I}mage {R}econstruction},
booktitle = {Proceedings of the 18th European Symposium on Artificial Neural Networks},
publisher = {D-Side Publishers},
year = {2010},
pages = {241--246},
editor = {Michel Verleysen},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaMa10.pdf}
}

@article{BrLaMaMa10,
author = {Ingrid Br{\ae}nne and Kai Labusch and Thomas Martinetz and Amir Madany Mamlouk},
title = {Interpretive {R}isk {A}ssessment on {GWA} {D}ata with {S}parse {L}inear {R}egression},
journal = {Machine Learning Reports},
pages = {61--68},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BrLaMaMa10.pdf}
}

@article{PuKaSuSoMaKo10,
author = {Ganesan Pugalenthi and Krishna Kumar Kandaswamy and P. N. Suganthan and R.Sowdhamini and Thomas Martinetz and Prasanna Kolatkar},
title = {{SMpred}: {A} {S}upport {V}ector {M}achine {A}pproach to {I}dentify {S}tructural {M}otifs in {P}rotein {S}tructure {W}ithout {U}sing {E}volutionary {I}nformation},
journal = {Journal of Biomolecular Structure and Dynamics},
volume = {28},
number = {3},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/PuKaSuSoMaKo10.pdf}
}

@article{KaPuHaKaMoSuMa10,
author = {Krishna Kumar Kandaswamy and Ganesan Pugalenthi and Enno Hartmann and Kai-Uwe Kalies and Steffen M{\"o}ller and P.N. Suganthan and Thomas Martinetz},
title = {{SPRED}: {A} machine learning approach for the identification of classical and non-classical secretory proteins in mammalian genomes},
journal = {Biochemical and biophysical research communications},
volume = {391},
number = {3},
pages = {1306--1311},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KaPuHaKaMoSuMa09.pdf}
}

@inproceedings{BrLaMa10,
author = {Ingrid Br{\ae}nne and Kai Labusch and Amir Madany Mamlouk},
title = {{S}parse {C}oding for {F}eature {S}election on {G}enome-wide {A}ssociation {D}ata},
booktitle = {Artificial Neural Networks - ICANN 2010, 20th International Conference, Thessaloniki,Greece, September 15-18, 2010, Proceedings},
publisher = {Springer},
volume = {6352},
series = {Lecture Notes in Computer Science},
pages = {337--346},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BrLaMa10.pdf}
}

@article{ KoBaKoLa10,
author = {A. Kolb and E. Barth and R. Koch and R. Larsen},
title = {{Time-of-Flight Cameras in Computer Graphics}},
journal = {Computer Graphics Forum},
year = {2010},
volume = {29},
number = {1},
pages = {141--159},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKoLa10.pdf}
}

@inproceedings{KlMa10a,
author = {Klement, Sascha and Martinetz, Thomas},
title = {A new approach to classification with the least number of features},
booktitle = {Proceedings of the 9th International Conference on Machine Learning and Applications - ICMLA 2010, Washington, D.C, USA, 12--14 December, 2010},
year = {2010},
publisher = {IEEE Computer Society},
pages = {141--146},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMa10a.pdf}
}

@article{BaDoViPoMo10,
author = {Erhardt Barth and Michael Dorr and Eleonora Vig and Laura Pomarjanschi and Cicero Mota},
title = {Efficient coding and multiple motions},
journal = {Vision Research},
volume = {50},
number = {22},
pages = {2190--2199},
year = {2010},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BaDoViPoMo10.pdf}
}

@article{GaKaSuArSo10,
author = {Ganesan Pugalenthi and Kandaswamy Krishna Kumar and P.N. Suganthan and G.Archunan and R.Sowdhamini},
title = {Identification of functionally diverse lipocalin proteins from sequence information using support vector machine},
journal = {Amino Acids},
volume = {39},
pages = {777--783},
year = {2010}
}

@article{KhGaKrPoGoRa10,
author = {Khader Shameer and Ganesan Pugalenthi and Krishna Kumar Kandaswamy and Ponnuthurai N. Suganthan and Govindaraju Archunan and Ramanathan Sowdhamini},
title = {Insights in to protein sequence and structure derived features mediating {3D} domain swapping mechanism using {S}upport {V}ector {M}achine based approach},
journal = {Bioinformatics and Biology Insights},
volume = {4},
pages = {33--42},
year = {2010}
}

@inproceedings{ViDoMaBa10a,
author = {Eleonora Vig and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {A {L}earned {S}aliency {P}redictor for {D}ynamic {N}atural {S}cenes},
booktitle = {ICANN 2010, Part III},
editor = {K. Diamantaras and W. Duch and L. S. Iliadis},
series = {Lecture Notes in Computer Science},
volume = {6354},
pages = {52--61},
publisher = {Springer},
year = {2010},
address = {Thessaloniki, Greece},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoMaBa10a.pdf}
}

@inproceedings{BoHaMaBa09a,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Head {T}racking {W}ith {C}ombined {F}ace {A}nd {N}ose {D}etection},
booktitle = {Proceedings of the {IEEE} {I}nternational {S}ymposium on {S}ignals, {C}ircuits \& {S}ystems ({ISSCS})},
address = {Iasi, Romania},
pages = {1--4},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa09a.pdf}
}

@inproceedings{BoHaRiMaBa09,
author = {Martin B{\"o}hme and Martin Haker and Kolja Riemer and Thomas Martinetz and Erhardt Barth},
title = {Face {D}etection {U}sing a {T}ime-of-{F}light {C}amera},
booktitle = {Dynamic 3D Imaging -- Workshop in Conjunction with DAGM},
series = {Lecture Notes in Computer Science},
volume = {5742},
pages = {167--176},
year = {2009},
note = {http://www.springerlink.com/content/023881623j67r336/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaRiMaBa09.pdf}
}

@article{DoPoBa09,
author = {Michael Dorr and Laura Pomarjanschi and Erhardt Barth},
title = {Gaze beats mouse: A case study on a gaze-controlled {B}reakout},
journal = {PsychNology},
volume = {7},
number = {2},
pages = {197--211},
year = {2009},
url = {http://www.psychnology.org/429.php}
}

@misc{DoBa09a,
author = {Michael Dorr and Erhardt Barth},
title = {Gaze guidance for improved visual communication},
booktitle = {PerAda Magazine towards pervasive adaptation},
year = {2009},
url = {http://www.perada-magazine.eu/pdf/1793/1793.pdf},
note = {http://www.perada-magazine.eu/view.php?source=1793-2009-08-20}
}

@inproceedings{HaBoMaBa09a,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Self-{O}rganizing {M}aps for {P}ose {E}stimation with a {T}ime-of-{F}light {C}amera},
booktitle = {Dynamic 3D Imaging -- Workshop in Conjunction with DAGM},
series = {Lecture Notes in Computer Science},
volume = {5742},
pages = {142--153},
year = {2009},
note = {http://www.springerlink.com/content/006305183070t383/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa09a.pdf}
}

@inproceedings{JaScGeGoDo09,
author = {Halszka Jarodzka and Katharina Scheiter and Peter Gerjets and Tamara van Gog and Michael Dorr},
title = {How to convey perceptual skills by displaying experts' gaze data},
booktitle = {Proceedings of the 31st Annual Conference of the Cognitive Science Society},
editor = {N. A. Taatgen and H. van Rijn},
pages = {2920--2925},
publisher = {Austin, TX: Cognitive Science Society},
year = {2009}
}

@article{KrGaSu09,
author = {K. Krishna Kumar and Ganesan Pugalenthi and P.N. Suganthan},
title = {Identification of {DNA} binding proteins from protein sequence information using random forest method},
journal = {Journal of Biomolecular Structure and Dynamics},
volume = {26},
pages = {663--895},
year = {2009}
}

@inproceedings{HaMaBa09,
author = {Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {Multimodal {S}parse {F}eatures for {O}bject {D}etection},
booktitle = {Artificial Neural Networks - ICANN 2009, 19th International Conference, Limassol, Cyprus, September 14--17, 2009, Proceedings},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5769},
pages = {923--932},
year = {2009},
note = {http://www.springerlink.com/content/574230078m0228wh/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaMaBa09.pdf}
}

@article{DoGeBa09,
author = {Michael Dorr and Karl Gegenfurtner and Erhardt Barth},
title = {The contribution of low-level features at the centre of gaze to saccade target selection},
journal = {Vision Research},
volume = {49},
number = {24},
pages = {2918--2926},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoGeBa09.pdf},
abstract = {Does it matter what observers are looking at right now to determine where they will look next? We recorded eye movements and computed colour, local orientation, motion, and geometrical invariants on dynamic natural scenes. The distributions of differences between features at successive fixations were compared with those from random scanpaths of varying similarity to natural scanpaths. Although distributions show significant differences, these feature correlations are mainly due to spatio-temporal correlations in natural scenes and a target selection bias, e.g. towards moving objects. Our results indicate that low-level features at fixation contribute little to the choice of the next saccade target.}
}

@article{ScQuChKoMaCl09,
author = {Heinz Georg Schuster and Le Van Quyen, Michel and Mario Chavez and Jan K{\"o}hler and J{\"o}rg Mayer and Jens Christian Claussen},
title = {Dynamical {B}ehavior and {C}ontrol of {C}oupled {T}hreshold {E}lements with {S}elf-{I}nhibition},
journal = {International Journal of Bifurcation and Chaos},
pages = {3119--3128},
volume = {19},
number = {9},
year = {2009},
abstract= {Coupled threshold elements with self-inhibition display a phase transition to an oscillating state where the elements fire in synchrony with a period T that is of the order of the dead-time caused by self-inhibition. This transition is noise-activated and therefore displays strong collectively enhanced stochastic resonance. For an exponentially decaying distribution of dead-times the transition to the oscillating state occurs, coming from high noise temperatures, via a Hopf bifurcation and coming from low temperatures, via a saddle node bifurcation. The transitions can be triggered externally by noise and oscillating signals. This opens up new possibilities for controlling slow wave sleep.},
url = {http://dx.doi.org/10.1142/S0218127409024694}
}

@article{ViDoBa09,
author = {Eleonora Vig and Michael Dorr and Erhardt Barth},
title = {Efficient visual coding and the predictability of eye movements on natural movies},
journal = {Spatial Vision},
volume = {22},
number = {5},
pages = {397--408},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ViDoBa09.pdf}
}

@inproceedings{TiKlMaBa09,
author = {Fabian Timm and Sascha Klement and Thomas Martinetz and Erhardt Barth},
title = {Welding {I}nspection {U}sing {N}ovel {S}pecularity {F}eatures and {A} {O}ne-{C}lass {SVM}},
booktitle = {Proceedings of the Int. Conference on Computer Theory and Applications {(VISAPP)}},
publisher = {INSTICC},
address = {Lisboa, Portugal},
year = {2009},
pages = {146--153},
volume = {1},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMaBa09.pdf}
}

@inproceedings{HaBoMaBa09,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Deictic {G}estures {W}ith {A} {T}ime-of-{F}light {C}amera},
booktitle = {Gesture in Embodied Communication and Human-Computer Interaction -- International Gesture Workshop GW 2009},
editor = {Stefan Kopp and Ipke Wachsmuth},
pages = {110--121},
publisher = {Springer},
series = {LNAI},
volume = {5934},
year = {2009},
note = {http://www.springerlink.com/content/uw12051512tk5261/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa09.pdf}
}

@article{KoBaKoLa09,
author = {Andreas Kolb and Erhardt Barth and Reinhard Koch and Rasmus Larsen},
title = {{T}ime-of-{F}light {S}ensors in {C}omputer {G}raphics},
editor = {M. Pauly and G. Greiner},
journal = {Eurographics State of the Art Reports},
pages = {119--134},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKoLa09.pdf}
}

@article{Mada09,
author = {Madany Mamlouk, Amir},
title = {Computergest{\"u}tzte {A}nalyse von biologischen {W}ahrnehmungsprozessen},
journal = {GI-Edition - Lecture Notes in Informatics (LNI)},
pages = {171--180},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Mada09.pdf}
}

@inproceedings{LaBaMa09a,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{A}pproaching the {T}ime {D}ependent {C}ocktail {P}arty {P}roblem with {O}nline {S}parse {C}oding {N}eural {G}as},
editor = {J.C. Principe and R. Miikkulainen},
booktitle = {Advances in Self-Organizing Maps - WSOM 2009, 7th International Workshop, St. Augustine, Fl, USA, June 2009},
publisher = {Springer}, series = {Lecture Notes in Computer Science},
volume = {5629},
pages = {145--153},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09a.pdf}
}

@article{LaBaMa09b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {Neural Network World},
publisher = {Institute of Information and Computer Technology ASCR; Faculty of Transport, Czech Polytechnic University, Prague},
title = {{D}emixing {J}azz-{M}usic: {S}parse {C}oding {N}eural {G}as for the {S}eparation of {N}oisy {O}vercomplete {S}ources},
volume = {19},
number = {5},
year = {2009},
pages = {561--579},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09b.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

@article{MaLaSc09,
author = {Thomas Martinetz and Kai Labusch and Daniel Schneega{\ss}},
journal = {IEEE Transactions on Neural Networks},
title = {{S}oft{D}ouble{M}ax{M}in{O}ver: {P}erceptron-like {T}raining of {S}upport {V}ector {M}achines},
year = {2009},
volume = {20},
number = {7},
pages = {1061--1072},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SoftDoubleMaxMinOver.html},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/MaLaSc09.pdf}
}

@article{LaBaMa09,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {Neurocomputing},
title = {{S}parse {C}oding {N}eural {G}as: {L}earning of {O}vercomplete {D}ata {R}epresentations},
year = {2009},
volume = {72},
number = {7--9},
pages = {1547--1555},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa09.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
 }

@inproceedings{DoRaBa09,
author = {Michael Dorr and Christoph Rasche and Erhardt Barth},
title = {A Gaze-Contingent, Acuity-Adjusted Mouse Cursor},
booktitle = {5th Conference on Communication by Gaze Interaction (COGAIN)},
editor = {Arantxa Villanueva and John Paulin Hansen and Bjarne Kj{\ae}r Ersb{\o}ll},
pages = {39--41},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoRaBa09.pdf}
}

@article{ViDaHaBo09,
author = {Arantxa Villanueva and Gintautas Daunys and Dan Witzner Hansen and Martin B{\"o}hme and Rafael Cabeza and Andr{\'e} Meyer and Erhardt Barth},
title = {A geometric approach to remote eye tracking},
journal = {Universal Access in the Information Society},
year = {2009},
volume = {8},
number = {4},
pages = {241--257}
}

@inproceedings{DaBaBoHo09,
author = {Cristina Darolti and Erhardt Barth and Christoph Bodensteiner and Ulrich G. Hofmann},
title = {Active contours that grow and compete driven by local region descriptors},
booktitle = {Human Vision and Electronic Imaging XIV},
publisher = {Proceedings of SPIE},
year = {2009},
volume = {7245,72450F}
}

@article{ReMaBj09,
author = {Dirk Repsilber and Thomas Martinetz and Mats Bj{\"o}rklund},
title = {Adaptive {D}ynamics of {R}egulatory {N}etworks: {S}ize {M}atters},
journal = {EURASIP Journal on Bioinformatics and Systems Biology},
volume = {2009},
note = {{A}rticle {ID} 618502, 10 pages, doi:10.1155/2009/618502},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ReMaBj09.pdf}
}

@article{ZhKrNiDeMoMu09,
author = {X. Zhou and H. Krabbenh{\"o}ft and M. Niinim{\"a}ki and A. Depeuringe and S. M{\"o}ller and H. M{\"u}ller},
title = {An {E}asy {S}etup for {P}arallel {M}edical {I}mage {P}rocessing: {U}sing {T}averna and {ARC}},
journal = {Stud Health Technol Inform.},
year = {2009},
volume = {147},
pages = {41--50}
}

@techreport{DaMa09,
author = {H. G. Danielmeyer and T. Martinetz},
title = {An exact theory of the industrial evolution and national recovery},
institution = {Institut f{\"u}r Neuro- und Bioinformatik der Universit{\"at} zu L{\"u}beck, www.inb.uni-luebeck.de},
type = {Technical Report},
number = {SIIM-TR-A-09-05, version 11-09},
year = {2009},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DaMa09.pdf}
}

@inproceedings{LaBaMa08,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {Learning data representations with Sparse Coding Neural Gas},
booktitle = {Proceedings of the 16th European Symposium on Artificial Neural Networks},
publisher = {D-Side Publishers},
year = {2008},
editor = {Michel Verleysen},
pages = {233--238},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

@article{Cl08a,
author = {Jens Christian Claussen},
title = {Floquet stability analysis of {O}tt-{G}rebogi-{Y}orke and difference control},
journal = {New Journal of Physics},
volume = {10},
pages = {063006},
year = {2008},
url = {http://dx.doi.org/10.1088/1367-2630/10/6/063006},
abstract = {Stabilization of instable periodic orbits of nonlinear dynamical systems has been a widely explored field theoretically and in applications. The techniques can be grouped into time-continuous control schemes based on Pyragas, and the two Poincaré-based chaos control schemes, Ott–Gebogi–Yorke (OGY) and difference control. Here, a new stability analysis of these two Poincaré-based chaos control schemes is given by means of the Floquet theory. This approach allows to calculate exactly the stability restrictions occurring for small measurement delays and for an impulse length shorter than the length of the orbit. This is of practical experimental relevance; to avoid a selection of the relative impulse length by trial and error, it is advised to investigate whether the used control scheme itself shows systematic limitations on the choice of the impulse length. To investigate this point, a Floquet analysis is performed. For OGY control the influence of the impulse length is marginal. As an unexpected result, difference control fails when the impulse length is taken longer than a maximal value that is approximately one half of the orbit length for small Ljapunov numbers and decreases with the Ljapunov number.}
}

@mastersthesis{Riem08,
author = {Kolja Riemer},
title = {Gesichtsdetektion mit {T}ime-of-{F}light-{K}ameras},
year = {2008},
school = {Universit{\"a}t zu L{\"u}beck},
type = {Diploma Thesis},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/Riem08.pdf}
}

@article{GaKrSuRa08,
author = {Ganesan Pugalenthi and K. Krishna Kumar and P.N. Suganthan and Rajeev Gangal},
title = {Identification of catalytic residues from protein structure using {S}upport {V}ector {M}achine with sequence and structural features},
journal = {Biochemical and Biophysical Research Communications},
volume = {367},
pages = {630--634},
year = {2008}
}

@article{KrMoBa08,
author = {Hajo N. Krabbenh{\"o}ft and Steffen M{\"o}ller and Daniel Bayer},
title = {Integrating {ARC} {G}rid {M}iddleware with {T}averna {W}orkflows},
journal = {Bioinformatics},
volume = {24},
number = {9},
pages = {1221--1222},
year = {2008},
opt_pmid = 18353787
}

@inproceedings{Cl08c,
author = {Jens Christian Claussen},
title = {Time-evolution of the Rule 150 cellular automaton activity on two-dimensional and Bethe lattices},
booktitle = {Proceedings of the 8-th German Workshop on Artificial Life GWAL8, Leipzig},
year = {2008},
url = {http://gwal.izbi.uni-leipzig.de/index.php?page=70}
}

@article{LiGoErBr08,
author = {Patrick {Linsel-Nitschke} and Anika Goetz and Jeanette Erdmann and Ingrid Br{\ae}nne and Peter Braund and Christian Hengstenberg and Klaus Stark and Marcus Fischer and Stefan Schreiber and Nour Eddine El Mokhtari and Arne Schaefer and Juergen Schrezenmeir and Juergen Schrezenmeier and Diana Rubin and Anke Hinney and Thomas Reinehr and Christian Roth and Jan Ortlepp and Peter Hanrath and Alistair S. Hall and Massimo Mangino and Wolfgang Lieb and Claudia Lamina and Iris M. Heid and Angela Doering and Christian Gieger and Annette Peters and Thomas Meitinger and {H.-Erich} Wichmann and Inke R. Koenig and Andreas Ziegler and Florian Kronenberg and Nilesh J. Samani and Heribert Schunkert},
title = {Lifelong reduction of {LDL-cholesterol} related to a common variant in the {LDL-receptor} gene decreases the risk of coronary artery disease--a {M}endelian {R}andomisation study},
journal = {{PloS} One},
volume = {3},
number = {8},
issn = {1932--6203},
year = {2008},
pages = {e2986},
note = {{PMID:} 18714375},
url = {http://www.ncbi.nlm.nih.gov/pubmed/18714375},
doi = {10.1371/journal.pone.0002986},
url = {https://doi.org/10.1371/journal.pone.0002986}
}

@incollection{GaKrPaAn08,
editor = {Rainer Dahlhaus and J{\"u}rgen Kurths and Peter Maa{\ss} and Jens Timmer},
booktitle = {Mathematical Methods in Time Series Analysis and Digital Image Processing},
series = {Understanding Complex Systems},
author = { Christoph S. Garbe and Kai Krajsek and Pavel Pavlov and Bj{\"o}rn Andres and Matthias M{\"u}hlich and Ingo Stuke and Cicero Mota and Martin B{\"o}hme and Martin Haker and Tobias Schuchert and Hanno Scharr and Til Aach and Erhardt Barth and Rudolf Mester and Bernd J{\"a}hne},
pages = {231--288},
isbn = {978-3-540-75631-6},
title = {Nonlinear analysis of multi-dimensional signals: local adaptive estimation of complex motion and orientation patterns},
publisher = {Springer},
year = {2008}
}

@article{LaBaMa08c,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
journal = {IEEE Transactions on Neural Networks},
title = {Simple {M}ethod for {H}igh-{P}erformance {D}igit {R}ecognition {B}ased on {S}parse {C}oding},
year = {2008},
volume = {19},
number = {11},
pages = {1985--1989},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08c.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/DigitRecognition.html}
}

@article{RoTrClSc08,
author = {Torsten R{\"o}hl and Arne Traulsen and Jens Christian Claussen and Heinz Georg Schuster},
title = {Stochastic gain in finite populations},
journal = {Physical Review E},
pages = {026108},
volume = {78},
year = {2008},
abstract = {Flexible learning rates can lead to increased payoffs under the influence of noise. In a previous paper [Traulsen et al., Phys. Rev. Lett. 93, 028701 (2004)], we have demonstrated this effect based on a replicator dynamics model which is subject to external noise. Here, we utilize recent advances on finite population dynamics and their connection to the replicator equation to extend our findings and demonstrate the stochastic gain effect in finite population systems. Finite population dynamics is inherently stochastic, depending on the population size and the intensity of selection, which measures the balance between the deterministic and the stochastic parts of the dynamics. This internal noise can be exploited by a population using an appropriate microscopic update process, even if learning rates are constant.},
url = {http://dx.doi.org/10.1103/PhysRevE.78.026108}
}

@article{Cl08b,
author = {Jens Christian Claussen},
title = {Time evolution of the rule 150 cellular automaton activity from a Fibonacci iteration},
journal = {Journal of Mathematical Physics},
volume = {49},
pages = {062701},
year = {2008},
url = {http://dx.doi.org/10.1063/1.2939398},
abstract = {The rule 150 cellular automaton is a remarkable discrete dynamical system, as it shows 1/f alpha spectra if started from a single seed [J. Nagler and J. C. Claussen, Phys. Rev. E 71, 067103 (2005)]. Despite its simplicity, a feasible solution for its time behavior is not obvious. Its self-similarity does not follow a one-step iteration like other elementary cellular automata. Here it is shown how its time behavior can be solved as a two-step vectorial, or string, iteration, which can be viewed as a generalization of Fibonacci iteration generating the time series from a sequence of vectors of increasing length. This allows us to compute the total activity time series more efficiently than by simulating the whole spatiotemporal process or even by using the closed expression. The results are further extended to the generalization of rule 150 to the two-dimensional case and to Bethe lattices and the relation to corresponding integer sequences is discussed.}
}

@inproceedings{DoViGeMaBa08,
author = {Michael Dorr and Eleonora Vig and Karl R. Gegenfurtner and Thomas Martinetz and Erhardt Barth},
title = {Eye movement modelling and gaze guidance},
booktitle = {Fourth International Workshop on Human-Computer Conversation},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/DoViGeMaBa08.pdf}
}

@inproceedings{TiKlMa08,
author = {Fabian Timm and Sascha Klement and Thomas Martinetz},
title = {Fast {M}odel {S}election for {M}ax{M}in{O}ver-based {T}raining of {S}upport {V}ector {M}achines},
booktitle = {Proceedings of the 19th Int. Conference on Pattern Recognition {(ICPR)}},
publisher = {IEEE Computer Society Press},
year = {2008},
address = {Tampa, Florida, USA},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/TiKlMa08.pdf}
}

@inproceedings{LaTiMa08,
author = {Kai Labusch and Fabian Timm and Thomas Martinetz},
title = {Simple Incremental One-Class {S}upport {V}ector Classification},
booktitle = {Pattern Recognition - Proceedings of the DAGM},
editor = {Gerhard Rigoll},
series = {Lecture Notes in Computer Science},
pages = {21--30},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaTiMa08.pdf}
}

@article{Cl08bc,
author = {Jens Christian Claussen},
title = {Drift reversal in asymmetric coevolutionary conflicts: influence of microscopic processes and population size},
journal = {Banach Center Publications},
volume = {80},
pages = {17--31},
year = {2008},
url = {http://dx.doi.org/10.4064/bc80-0-1},
url = {http://journals.impan.gov.pl/bc/},
note = {(Invited Review)}
}

@inproceedings{KoBaKo08,
author = {Andreas Kolb and Erhardt Barth and Reinhard Koch},
title = {{T}o{F} {S}ensors: {N}ew {D}imensions for {R}ealism and {I}nteractivity},
booktitle = {CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV)},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KoBaKo08.pdf}
}

@article{ClTr08,
author = {Jens Christian Claussen and Arne Traulsen},
title = {Cyclic dominance and biodiversity in well-mixed populations},
journal = {Physical Review Letters},
volume = {100},
pages = {058104},
year = {2008},
abstract = {Coevolutionary dynamics is investigated in chemical catalysis, biological evolution, social and economic systems. The dynamics of these systems can be analyzed within the unifying framework of evolutionary game theory. In this Letter, we show that even in well-mixed finite populations, where the dynamics is inherently stochastic, biodiversity is possible with three cyclic-dominant strategies. We show how the interplay of evolutionary dynamics, discreteness of the population, and the nature of the interactions influences the coexistence of strategies. We calculate a critical population size above which coexistence is likely.},
url = {http://dx.doi.org/10.1103/PhysRevLett.100.058104}
}

@inproceedings{BoDoGrMaBa08,
comment = {This is the entry that should appear on websites and that includes a copyright notice. For a citation in a paper, use item BoDoGrMaBa08 instead.},
author = {Martin B{\"o}hme and Michael Dorr and Mathis Graw and Thomas Martinetz and Erhardt Barth},
title = {{A} {S}oftware {F}ramework for {S}imulating {E}ye {T}rackers},
booktitle = {Proceedings of Eye Tracking Research \& Applications (ETRA)},
year = 2008,
pages = {251--258},
note = {\copyright\ ACM, 2008. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in Eye Tracking Research \& Applications 2008, Savannah, Georgia, 26-28 March 2008. http://doi.acm.org/10.1145/1344471.1344529},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoDoGrMaBa08.pdf}
}

@inproceedings{KlMaMa08,
author = {Klement, Sascha and Madany Mamlouk, Amir and Martinetz, Thomas},
title = {{R}eliability of {C}ross-{V}alidation for {SVM}s in {H}igh-{D}imensional, {L}ow {S}ample {S}ize {S}cenarios},
pages = {41--50},
editor = {Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k},
booktitle = {Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5163},
year = {2008},
note = {http://www.springerlink.com/content/a852001534335865/},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/KlMaMa08.pdf}
}

@inproceedings{LaBaMa08b,
author = {Kai Labusch and Erhardt Barth and Thomas Martinetz},
title = {{S}parse {C}oding {N}eural {G}as for the {S}eparation of {N}oisy {O}vercomplete {S}ources},
pages = {788--797},
editor = {Vera Kurkov{\'a} and Roman Neruda and Jan Koutn\'{\i}k},
booktitle = {Artificial Neural Networks - ICANN 2008, 18th International Conference, Prague, Czech Republic, September 3-6, 2008, Proceedings, Part II},
publisher = {Springer},
series = {Lecture Notes in Computer Science},
volume = {5163},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaBaMa08b.pdf},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-toolsdemos/SparseCodingNeuralGas.html}
}

@article{ScHaErZiBaMo08,
author = {Daniel F. Schwarz and Oliver H{\"a}dicke and Jeanette Erdmann and Andreas Ziegler and Daniel Bayer and Steffen M{\"o}ller},
title = {{SNPtoGO}: characterizing {SNPs} by enriched {GO} terms},
journal = {Bioinformatics},
year = {2008},
volume = {24},
number = {1},
pages = {146--148},
url = {http://bioinformatics.oxfordjournals.org/cgi/content/abstract/btm551v1}
}

@inproceedings{HaBoMaBa08,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {{S}cale-{I}nvariant {R}ange {F}eatures for {T}ime-of-{F}light {C}amera {A}pplications},
booktitle = {CVPR 2008 Workshop on Time-of-Flight-based Computer Vision (TOF-CV)},
pages = {1--6},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa08.pdf}
}

@inproceedings{ScUdMa08,
author = {Daniel Schneega{\ss} and Steffen Udluft and Thomas Martinetz},
title = {{U}ncertainty {P}ropagation for {Q}uality {A}ssurance in {R}einforcement {L}earning},
booktitle = {Proc. of the {I}nternational {J}oint {C}onference on {N}eural {N}etworks},
pages = {2588--2595},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScUdMa08.pdf}
}

@inproceedings{Cl08d,
author = {Jens Christian Claussen},
title = {Cyclic coevolutionary dynamics in finite populations: From discrete stochastic processes to replicator and Fokker-Planck equations},
booktitle = {Proceedings of the 8-th German Workshop on Artificial Life GWAL8, Leipzig},
year = {2008},
url = {http://gwal.izbi.uni-leipzig.de/index.php?page=70}
}

@incollection{BoDoMaBa08,
author = {Martin B{\"o}hme and Michael Dorr and Thomas Martinetz and Erhardt Barth},
title = {A Temporal Multiresolution Pyramid for Gaze-Contingent Manipulation of Natural Video},
editor = {Riad I. Hammoud},
booktitle = {Passive Eye Monitoring},
publisher = {Springer},
chapter = {10},
pages = {225--243},
year = {2008}
}

@article{KaPr08,
author = {Kandaswamy Krishna Kumar and Prakash Shrikrishna Shelokar},
title = {An {SVM} method using evolutionary information for the identification of allergenic proteins},
journal = {Bioinformation},
volume = {2},
pages = {253--256},
year = {2008}
}

@mastersthesis{Ng08,
author = {Ngo, Hong-Viet V.},
title = {Analyse der {D}ynamik von {S}chlaf-{R}hythmen},
year = {2008},
school = {Universit{\"a}t Kiel},
type = {Diploma thesis}
}

@article{BoHaMaBa08a,
author = {Martin B{\"o}hme and Martin Haker and Thomas Martinetz and Erhardt Barth},
title = {A facial feature tracker for human-computer interaction based on 3{D} {Time-of-Flight} cameras},
journal = {Int. J. on Intell. Systems Techn. and App., Issue on Dynamic 3D Imaging},
volume = {5},
number = {3},
pages = {264--273},
year = {2008},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/BoHaMaBa08a.pdf}
}

@article{SaErHaHe07,
author = {Nilesh J Samani and Jeanette Erdmann and Alistair S Hall and Christian Hengstenberg and Massimo Mangino and Bjoern Mayer and Richard J Dixon and Thomas Meitinger and Peter Braund and {H-Erich} Wichmann and Jennifer H Barrett and Inke R Koenig and Suzanne E Stevens and Silke Szymczak and {David-Alexandre} Tregouet and Mark M Iles and Friedrich Pahlke and Helen Pollard and Wolfgang Lieb and Francois Cambien and Marcus Fischer and Willem Ouwehand and Stefan Blankenberg and Anthony J Balmforth and Andrea Baessler and Stephen G Ball and Tim M Strom and Ingrid Br{\ae}nne and Christian Gieger and Panos Deloukas and Martin D Tobin and Andreas Ziegler and John R Thompson and Heribert Schunkert},
title = {Genomewide association analysis of coronary artery disease},
volume = {357},
issn = {1533--4406},
number = {5},
journal = {The New England Journal of Medicine},
month = {08},
year = {2007},
pages = {443--453},
note = {{PMID:} 17634449},
url = {http://www.ncbi.nlm.nih.gov/pubmed/17634449},
doi = {10.1056/NEJMoa072366}
}

@article{PiMaKrVaBh07,
author = {Piyushkumar Mundra and Madhan Kumar and K. Krishna Kumar and Valadi K. Jayaraman and Bhaskar D. Kulkarni},
title = {Using {P}seudo {A}mino {A}cid {C}omposition to {P}redict {P}rotein {S}ub nuclear {L}ocalization: {A}pproached with {PSSM}},
journal = {Pattern Recognition Letters},
volume = {28},
number = {4},
pages = {1610--1615},
year = 2007
}

@inproceedings{ClCa07,
author = {Jens Christian Claussen and J{\"u}rgen Carstensen},
title = {Underetching from simple reaction kinetics},
booktitle = {Proceedings of the 3-rd International Conference Physics and Control (PhysCon 2007), Potsdam},
year = {2007},
url = {http://lib.physcon.ru/?item=1379},
abstract = {The morphological richness of electrochemical semiconductor etching is not sufficiently counterparted yet by theoretical modeling. This paper investigates a minimal version of the Current-Burst model with Aging of F\"oll and Carstensen and demonstrates for a restricted geometry that the Aging concept is essential for underetching, or cavity generation. If the influence of Aging is neglected, the dynamics reduces to a Random Etching Model similar to the Random Deposition model. This computer {\sl gedanken experiment} demonstrates that the stochastic dynamics with ageing-dependent kinetic reaction probabilities accounts for the different etching morphologies compared to those obtained in surface roughening and related systems.}
}

@inproceedings{MoBaVeGeEd07,
author = {Steffen M{\"o}ller and Daniel Bayer and David Vernazobres and Albrecht Gebhardt and Dirk Eddelbuettel},
title = {Scientific Grid Computing via Community-Controlled Autobuilding of Software Packages Across Architectures},
booktitle = {NETTAB},
address = {Pisa, Italy},
year = {2007},
url = {http://nettab.org/2007/}
}

@article{RaKr07,
 author = {Rajeev Gangal and K. Krishna Kumar},
title = {Reduced {A}lphabet {M}otif {M}ethodology for {GPCR} annotation},
journal = {Journal of Biomolecular Structure and Dynamics},
volume = {25},
pages = {299--310},
year = {2007}
}

@inbook{Cl07cc,
author = {Jens Christian Claussen},
title = {Poincare-based control of delayed measured systems: Limitations and Improved Control},
note = {(eds. Heinz Georg Schuster and Eckehard Sch{\"o}ll)},
booktitle = {Handbook of Chaos Control},
pages = {109--128},
publisher = {VCH Wiley},
year = {2007},
url = {http://arxiv.org/abs/0712.4221}
}

@inbook{Cl07odcbirk,
author = {Jens Christian Claussen},
title = {Offdiagonal complexity: A computationally quick network complexity measure -- Application to protein networks and cell division.},
note = {(eds. A. Deutsch and R. Bravo de la Parra and R. de Boer and O. Diekmann and P. Jagers and E. Kisdi and M. Kretzschmar and P. Lansky and H. Metz)},
booktitle = {Mathematical Modeling of Biological Systems, Volume II.},
publisher = {Birkh{\"a}user, Boston},
pages = {279--287},
year = {2007}
}

@inproceedings{LaSiMaBa07,
author = {Kai Labusch and Udo Siewert and Thomas Martinetz and Erhardt Barth},
title = {Learning optimal features for visual pattern recognition},
booktitle = {Human Vision and Electronic Imaging XII},
publisher = {Proceedings of SPIE},
year = {2007},
volume = {6492},
editor = {Bernice E. Rogowitz and Thrasyvoulos N. Pappas and Scott J. Daly},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/LaSiMaBa07.pdf}
}

@inproceedings{HaBoMaBa07,
author = {Martin Haker and Martin B{\"o}hme and Thomas Martinetz and Erhardt Barth},
title = {Geometric Invariants for Facial Feature Tracking with 3{D} {TOF} Cameras},
booktitle = {Proceedings of the {IEEE} {I}nternational {S}ymposium on {S}ignals, {C}ircuits \& {S}ystems ({ISSCS})},
address = {Iasi, Romania},
volume = {1},
pages = {109--112},
year = {2007},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/HaBoMaBa07.pdf}
}

@article{Cl07a,
author = {Jens Christian Claussen},
title = {Offdiagonal complexity: A computationally quick complexity measure for graphs and networks},
journal = {Physica A},
volume = {375},
pages = {365--373},
year = {2007},
url = {http://dx.doi.org/doi:10.1016/j.physa.2006.08.067},
abstract = {A vast variety of biological, social, and economical networks shows topologies drastically differing from random graphs; yet the quantitative characterization remains unsatisfactory from a conceptual point of view. Motivated from the discussion of small scale-free networks, a biased link distribution entropy is defined, which takes an extremum for a power-law distribution. This approach is extended to the node–node link cross-distribution, whose nondiagonal elements characterize the graph structure beyond link distribution, cluster coefficient and average path length. From here a simple (and computationally cheap) complexity measure can be defined. This offdiagonal complexity (OdC) is proposed as a novel measure to characterize the complexity of an undirected graph, or network. While both for regular lattices and fully connected networks OdC is zero, it takes a moderately low value for a random graph and shows high values for apparently complex structures as scale-free networks and hierarchical trees. The OdC approach is applied to the Helicobacter pylori protein interaction network and randomly rewired surrogates.}
}

@inproceedings{BaBhOeOrWaKoMo07,
title={Dynamic Runtime Environments for Grid Computing},
author={D. Bayer and T. Bhimdi and G. Oechsler and F. Orellana and A. W{\"a}{\"a}n{\"a}nen and B. K{\'o}nya and S. M{\"o}ller},
address={Cracow, Poland},
booktitle={Cracow'07 Grid Workshop},
pages={155--162},
year={2007}
}

@inproceedings{ScUdMa07c,
author = {Daniel Schneega{\ss} and Steffen Udluft and Thomas Martinetz},
title = {{N}eural {R}ewards {R}egression for {N}ear-{O}ptimal {P}olicy {I}dentification in {M}arkovian and {P}artial {E}nvironments},
booktitle = {Proc. of the {E}uropean {S}ymposium on {A}rtificial {N}eural {N}etworks},
editor = {Michel Verleysen},
pages = {301--306},
year = {2007},
url = {https://www.inb.uni-luebeck.de/fileadmin/files/publications/inb-publications/pdfs/ScUdMa07c.pdf}
}

@article{MaScClMo07,
author = {J{\"o}rg Mayer and Heinz Georg Schuster and Jens Christian Claussen and Matthias M{\"o}lle},
title = {Corticothalamic projections control synchronization in locally coupled bistable thalamic oscillators},
journal = {Physical Review Letters},
pages = {068102},
volume = {99},
year = {2007},
abstract = {Thalamic circuits are able to generate state-dependent oscillations of different frequencies and degrees of synchronization. However, little is known about how synchronous oscillations, such as spindle oscillations in the thalamus, are organized in the intact brain. Experimental findings suggest that the simultaneous occurrence of spindle oscillations over widespread territories of the thalamus is due to the corticothalamic projections, as the synchrony is lost in the decorticated thalamus. In this Letter we study the influence of corticothalamic projections on the synchrony in a thalamic network, and uncover the underlying control mechanism, leading to a control method which is applicable for several types of oscillations in the central nervous system.},
url = {http://dx.doi.org/10.1103/PhysRevLett.99.068102}
}