Prof. Dr. Alexander S. Ecker

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  • 2021 | Journal Article | Research Paper | 
    ​ ​Burg, Max F., Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, and Alexander S. Ecker. "Learning divisive normalization in primary visual cortex​." ​PLoS Computational Biology ​17, no. 6 (2021): ​e1009028​. ​https://doi.org/10.1371/journal.pcbi.1009028.
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Weis, Marissa A., Kashyap Chitta, Yash Sharma, Wieland Brendel, Matthias Bethge, Andreas Geiger, and Alexander S. Ecker. "Benchmarking Unsupervised Object Representations for Video Sequences​." ​Journal of Machine Learning Research ​22, no. 183 (2020): ​1​-61​. ​
    ​Details  WoS  arXiv 
  • 2020 | Preprint
    ​ ​Burg, Max F., Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, and Alexander S. Ecker​. "Learning Divisive Normalization in Primary Visual Cortex​." ​Preprint, submitted ​​2020. https://doi.org/10.1101/767285.
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Zhao, Zhijian, David A. Klindt, André Maia Chagas, Klaudia P. Szatko, Luke Rogerson, Dario A. Protti, Christian Behrens et al. "The temporal structure of the inner retina at a single glance​." ​Scientific Reports ​10, no. 1 (2020): ​4399​. ​https://doi.org/10.1038/s41598-020-60214-z.
    ​Details  DOI  PMID  PMC 
  • 2019 | Conference Paper
    ​ ​Cadena, Santiago A., Fabian H. Sinz, Taliah Muhammad, Emmanouil Froudarakis, Erick Cobos, Edgar Y. Walker, Jake Reimer, Matthias Bethge, Andreas S. Tolias, and Alexander S. Ecker. "How well do deep neural networks trained on object recognition characterize the mouse visual system?​." ​Paper presented at the 33rd Conference on Neural Information Processing Systems (NeurIPS 2019), ​), Vancouver, Canada, ​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Michaelis, Claudio, Christina Funke, Alexander S. Ecker, Thomas S.A. Wallis, and Matthias Bethge. "Comparing Search Strategies of Humans and Machines in Clutter​." ​Journal of Vision ​19, no. 10 (2019): ​309c​. ​https://doi.org/10.1167/19.10.309c.
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Zhao, Zhijian, David Klindt, André Maia Chagas, Klaudia P. Szatko, Luke Rogerson, Dario A. Protti, Christian Behrens et al​. "The temporal structure of the inner retina at a single glance​." ​Preprint, submitted ​​2019. https://doi.org/10.1101/743047.
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Michaelis, Claudio, Benjamin Mitzkus, Robert Geirhos, Evgenia Rusak, Oliver Bringmann, Alexander S. Ecker, Matthias Bethge, and Wieland Brendel​. "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming​." ​Preprint, submitted ​​2019. 
    ​Details  arXiv 
  • 2019 | Conference Paper
    ​ ​Günthner, Max F., Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, and Alexander S. Ecker. "Learning Divisive Normalization in Primary Visual Cortex​." ​Paper presented at the Conference on Cognitive Computational Neuroscience 2019, ​Berlin, Germany, ​2019. https://doi.org/10.32470/CCN.2019.1211-0.
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Cadena, Santiago A., George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, and Alexander S. Ecker. "Deep convolutional models improve predictions of macaque V1 responses to natural images​." ​PLoS Computational Biology ​15, no. 4 (2019): ​e1006897​. ​https://doi.org/10.1371/journal.pcbi.1006897.
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​Wallis, Thomas S. A., Christina M. Funke, Alexander S. Ecker, Leon A. Gatys, Felix A. Wichmann, and Matthias Bethge. "Image content is more important than Bouma's Law for scene metamers​." ​eLife ​8 (2019): . ​https://doi.org/10.7554/eLife.42512.
    ​Details  DOI  PMID  PMC 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, Alexander S. Ecker, Jakob H. Macke, and Matthias Bethge. "Multi-Task Generalization and Adaptation between Noisy Digit Datasets: An Empirical Study​." ​Paper presented at the Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning, ​Montreal, Canada, ​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, Alexander S. Ecker, Jakob H. Macke, and Matthias Bethge. "SALAD: A Toolbox for Semi-supervised Adaptive Learning Across Domains​." ​Paper presented at the 32nd Conference on Neural Information Processing Systems (NIPS 2018), ​Montréal, Canada, ​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Ecker, Alexander S., Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, and Matthias Bethge. "A rotation-equivariant convolutional neural network model of primary visual cortex​." ​​2018. 
    ​Details  arXiv 
  • 2018 | Book Chapter
    ​ ​Escalera, Sergio, Markus Weimer, Mikhail Burtsev, Valentin Malykh, Varvara Logacheva, Ryan Lowe, Iulian Vlad Serban et al. "Introduction to NIPS 2017 Competition Track​." ​In The NIPS '17 Competition: Building Intelligent Systems, edited by S. Escalera, N. Weimer​, 1​-23​. ​​Cham: ​Springer, ​2018. https://doi.org/10.1007/978-3-319-94042-7_1.
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Michaelis, Claudio, Matthias Bethge, and Alexander S. Ecker​. "One-Shot Segmentation in Clutter​." ​Preprint, submitted ​​2018. 
    ​Details  arXiv 
  • 2018 | Journal Article
    ​ ​Funke, Christina, Judy Borowski, Thomas Wallis, Wieland Brendel, Alexander Ecker, and Matthias Bethge. "Comparing the ability of humans and DNNs to recognise closed contours in cluttered images​." ​Journal of Vision ​18, no. 10 (2018): ​800​. ​https://doi.org/10.1167/18.10.800.
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Cadena, Santiago A., Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker, and Y. Weiss. "Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks​." ​In Computer Vision – ECCV 2018, edited by V. Ferrari, M. Hebert, C. Sminchisescu​, 225​-240​. ​Vol. 11216 ​Cham: ​Springer, ​2018. https://doi.org/10.1007/978-3-030-01258-8_14.
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Michaelis, Claudio, Ivan Ustyuzhaninov, Matthias Bethge, and Alexander S. Ecker​. "One-Shot Instance Segmentation​." ​Preprint, submitted ​​2018. 
    ​Details  arXiv 
  • 2018 | Preprint
    ​ ​Wallis, Thomas S. A., Christina M. Funke, Alexander S. Ecker, Leon A. Gatys, Felix A. Wichmann, and Matthias Bethge​. "Image content is more important than Bouma’s Law for scene metamers​." ​Preprint, submitted ​​2018. https://doi.org/10.1101/378521.
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Denfield, George H., Alexander S. Ecker, Tori J. Shinn, Matthias Bethge, and Andreas S. Tolias​. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​Preprint, submitted ​​2018. https://doi.org/10.1101/189282.
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Denfield, George H., Alexander S. Ecker, Tori J. Shinn, Matthias Bethge, and Andreas S. Tolias. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​Nature Communications ​9, no. 1 (2018): ​2654​. ​https://doi.org/10.1038/s41467-018-05123-6.
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Subramaniyan, Manivannan, Alexander S. Ecker, Saumil S. Patel, R. James Cotton, Matthias Bethge, Xaq Pitkow, Philipp Berens, and Andreas S. Tolias. "Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion​." ​Journal of Neurophysiology ​120, no. 5 (2018): ​2430​-2452​. ​https://doi.org/10.1152/jn.00792.2017.
    ​Details  DOI  PMID  PMC 
  • 2017 | Preprint
    ​ ​Funke, Christina M., Leon A. Gatys, Alexander S. Ecker, and Matthias Bethge​. "Synthesising Dynamic Textures using Convolutional Neural Networks​." ​Preprint, submitted ​​2017. 
    ​Details  arXiv 
  • 2017 | Preprint
    ​ ​Klindt, David A., Alexander S. Ecker, Thomas Euler, and Matthias Bethge​. "Neural system identification for large populations separating "what" and "where"​." ​Preprint, submitted ​​2017. 
    ​Details  arXiv 
  • 2017 | Conference Paper
    ​ ​Gatys, Leon A., Alexander S. Ecker, Matthias Bethge, Aaron Hertzmann, and Eli Shechtman. "Controlling Perceptual Factors in Neural Style Transfer​." ​In 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ​3730​-3738. ​2017. https://doi.org/10.1109/CVPR.2017.397.
    ​Details  DOI 
  • 2017 | Preprint
    ​ ​Wallis, Thomas S. A., Christina M. Funke, Alexander S. Ecker, Leon A. Gatys, Felix A. Wichmann, and Matthias Bethge​. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Preprint, submitted ​​2017. https://doi.org/10.1101/165761.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas, Christina Funke, Alexander Ecker, Leon Gatys, Felix Wichmann, and Matthias Bethge. "Towards matching peripheral appearance for arbitrary natural images using deep features​." ​Journal of Vision ​17, no. 10 (2017): ​786​. ​https://doi.org/10.1167/17.10.786.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Funke, Christina, Thomas Wallis, Alexander S. Ecker, Leon Gatys, Felix Wichmann, and Matthias Bethge. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision ​17, no. 10 (2017): ​1081​. ​https://doi.org/10.1167/17.10.1081.
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas S. A., Christina M. Funke, Alexander S. Ecker, Leon A. Gatys, Felix A. Wichmann, and Matthias Bethge. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision ​17, no. 12 (2017): ​5​. ​https://doi.org/10.1167/17.12.5.
    ​Details  DOI  PMID  PMC 
  • 2017 | Journal Article
    ​ ​Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge. "Texture and art with deep neural networks​." ​Current Opinion in Neurobiology ​46 (2017): ​178​-186​. ​https://doi.org/10.1016/j.conb.2017.08.019.
    ​Details  DOI  PMID  PMC 
  • 2016 | Preprint
    ​ ​Gatys, Leon A., Alexander S. Ecker, and Matthias Bethge​. "Texture Modelling Using Convolutional Neural Networks​." ​Preprint, submitted ​​2016. 
    ​Details 
  • 2016 | Conference Paper
    ​ ​Wallis, Thomas S., Christina M. Funke, Alexander S. Ecker, Leon A. Gatys, Felix A. Wichmann, and Matthias Bethge. "Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks​." ​Perception ​45​ ​(2016): ​175​-176. 
    ​Details 
  • 2016 | Journal Article
    ​ ​Wallis, Thomas, Alexander Ecker, Leon Gatys, Christina Funke, Felix Wichmann, and Matthias Bethge. "Seeking summary statistics that match peripheral visual appearance using naturalistic textures generated by Deep Neural Networks​." ​Journal of Vision ​16, no. 12 (2016): ​230​. ​https://doi.org/10.1167/16.12.230.
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Gatys, Leon, Alexander Ecker, and Matthias Bethge. "A Neural Algorithm of Artistic Style​." ​Journal of Vision ​16, no. 12 (2016): ​326​. ​https://doi.org/10.1167/16.12.326.
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Ecker, Alexander S., George H. Denfield, Matthias Bethge, and Andreas S. Tolias. "On the Structure of Neuronal Population Activity under Fluctuations in Attentional State​." ​The Journal of Neuroscience ​36, no. 5 (2016): ​1775​-1789​. ​https://doi.org/10.1523/JNEUROSCI.2044-15.2016.
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Gatys, Leon A., Alexander S. Ecker, Tatjana Tchumatchenko, and Matthias Bethge. "Synaptic unreliability facilitates information transmission in balanced cortical populations​." ​Physical Review. E ​91, no. 6 (2015): ​062707​. ​https://doi.org/10.1103/PhysRevE.91.062707.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Froudarakis, Emmanouil, Philipp Berens, Alexander S. Ecker, R. James Cotton, Fabian H. Sinz, Dimitri Yatsenko, Peter Saggau, Matthias Bethge, and Andreas S. Tolias. "Population code in mouse V1 facilitates readout of natural scenes through increased sparseness​." ​Nature Neuroscience ​17, no. 6 (2014): ​851​-857​. ​https://doi.org/10.1038/nn.3707.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Ecker, Alexander S., Philipp Berens, R. James Cotton, Manivannan Subramaniyan, George H. Denfield, Cathryn R. Cadwell, Stelios M. Smirnakis, Matthias Bethge, and Andreas S. Tolias. "State Dependence of Noise Correlations in Macaque Primary Visual Cortex​." ​Neuron ​82, no. 1 (2014): ​235​-248​. ​https://doi.org/10.1016/j.neuron.2014.02.006.
    ​Details  DOI  PMID  PMC 
  • 2013 | Conference Paper
    ​ ​Froudarakis, E., Philipp Berens, J. R. Cotton, Alexander S. Ecker, P. Saggau, Matthias Bethge, and Andreas S. Tolias. "Encoding of natural scene statistics in the primary visual cortex of the mouse​." ​Paper presented at the Computational and Systems Neuroscience Meeting (COSYNE 2013), ​Salt Lake City, ​2013. 
    ​Details 
  • 2012 | Journal Article
    ​ ​Berens, Philipp, Alexander S. Ecker, R. James Cotton, Wei Ji Ma, Matthias Bethge, and Andreas S. Tolias. "A Fast and Simple Population Code for Orientation in Primate V1​." ​The Journal of Neuroscience ​32, no. 31 (2012): ​10618​-10626​. ​https://doi.org/10.1523/JNEUROSCI.1335-12.2012.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | 
    ​ ​Berens, Philipp, Alexander Ecker, Sebastian Gerwinn, Andreas Tolias, and Matthias Bethge. "Optimal Population Coding, Revisited​." ​Nature Precedings (2011): . ​https://doi.org/10.1038/npre.2011.5513.1.
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Berens, Philipp, Alexander S. Ecker, Sebastian Gerwinn, Andreas S. Tolias, and Matthias Bethge. "Reassessing optimal neural population codes with neurometric functions​." ​Proceedings of the National Academy of Sciences of the United States of America ​108, no. 11 (2011): ​4423​-4428​. ​https://doi.org/10.1073/pnas.1015904108.
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article
    ​ ​Ecker, Alexander S., Philipp Berens, Andreas S. Tolias, and Matthias Bethge. "The Effect of Noise Correlations in Populations of Diversely Tuned Neurons​." ​The Journal of Neuroscience ​31, no. 40 (2011): ​14272​-14283​. ​https://doi.org/10.1523/JNEUROSCI.2539-11.2011.
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article
    ​ ​Ecker, Alexander S., Philipp Berens, Georgios A. Keliris, Matthias Bethge, Nikos K. Logothetis, and Andreas S. Tolias. "Decorrelated Neuronal Firing in Cortical Microcircuits​." ​Science ​327, no. 5965 (2010): ​584-7​-587​. ​https://doi.org/10.1126/science.1179867.
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article
    ​ ​Berens, Philipp, Sebastian Gerwinn, Alexander S. Ecker, and Matthias Bethge. "Neurometric function analysis of short-term population codes​." ​Frontiers in Computational Neuroscience ​3 (2009): . ​https://doi.org/10.3389/conf.neuro.10.2009.14.093.
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Macke, Jakob H., Philipp Berens, Alexander S. Ecker, Andreas S. Tolias, and Matthias Bethge. "Generating Spike Trains with Specified Correlation Coefficients​." ​Neural Computation ​21, no. 2 (2009): ​397​-423​. ​https://doi.org/10.1162/neco.2008.02-08-713.
    ​Details  DOI  PMID  PMC 

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