@phdthesis{Gerwinn2010, title = {Bayesian Methods for Neural Data Analysis}, author = {Gerwinn, S.}, institution = {Eberhard Karls Universität Tübingen, Germany}, year = {2010}, doi = {} } @inproceedings{4728, title = {Bayesian Inference for Spiking Neuron Models with a Sparsity Prior}, author = {Gerwinn, S. and Macke, J. and Seeger, M. and Bethge, M.}, journal = {Advances in Neural Information Processing Systems 20: 21st Annual Conference on Neural Information Processing Systems 2007}, booktitle = {Advances in neural information processing systems 20}, pages = {529-536}, editors = {Platt, J. C., D. Koller, Y. Singer, S. Roweis}, publisher = {Curran}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Red Hook, NY, USA}, month = sep, year = {2008}, doi = {}, month_numeric = {9} } @inproceedings{4807, title = {Bayesian Inference for Sparse Generalized Linear Models}, author = {Seeger, M. and Gerwinn, S. and Bethge, M.}, journal = {Machine Learning: ECML 2007}, booktitle = {ECML 2007}, pages = {298-309}, series = {Lecture Notes in Computer Science ; 4701}, editors = {Kok, J. N., J. Koronacki, R. Lopez de Mantaras, S. Matwin, D. Mladenic, A. Skowron}, publisher = {Springer}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Berlin, Germany}, month = sep, year = {2007}, doi = {10.1007/978-3-540-74958-5_29}, month_numeric = {9} } @poster{4345, title = {Identifying temporal population codes in the retina using canonical correlation analysis}, author = {Bethge, M. and Macke, JH. and Gerwinn, S. and Zeck, G.}, journal = {31st G{\"o}ttingen Neurobiology Conference}, volume = {31}, pages = {359}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = mar, year = {2007}, doi = {}, month_numeric = {3} } @poster{4346, title = {Bayesian Neural System identification: error bars, receptive fields and neural couplings}, author = {Gerwinn, S. and Seeger, M. and Zeck, G. and Bethge, M.}, journal = {31st G{\"o}ttingen Neurobiology Conference}, volume = {31}, pages = {360}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, month = mar, year = {2007}, doi = {}, month_numeric = {3} } @inproceedings{4305, title = {Unsupervised learning of a steerable basis for invariant image representations}, author = {Bethge, M. and Gerwinn, S. and Macke, JH.}, journal = {Human Vision and Electronic Imaging XII: Proceedings of the SPIE Human Vision and Electronic Imaging Conference 2007}, booktitle = {Human Vision and Electronic Imaging XII}, pages = {1-12}, editors = {Rogowitz, B. E.}, publisher = {SPIE}, organization = {Max-Planck-Gesellschaft}, school = {Biologische Kybernetik}, address = {Bellingham, WA, USA}, month = feb, year = {2007}, doi = {10.1117/12.711119}, month_numeric = {2} }