Prof. Dr. Alexander S. Ecker

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  • 2021 | Journal Article | Research Paper | 
    ​ ​Burg, Max F., et al. "Learning divisive normalization in primary visual cortex​." ​PLoS Computational Biology, vol. 17, no. 6, ​2021, p. e1009028​, ​doi: 10.1371/journal.pcbi.1009028. 
    ​Details  DOI 
  • 2020 | Journal Article | Research Paper | 
    ​ ​Weis, Marissa A., et al. "Benchmarking Unsupervised Object Representations for Video Sequences​." ​Journal of Machine Learning Research, vol. 22, no. 183, ​2020, pp. 1​-61​. ​
    ​Details  WoS  arXiv 
  • 2020 | Preprint
    ​ ​Burg, Max F., et al. "Learning Divisive Normalization in Primary Visual Cortex​." ​​2020. doi: 10.1101/767285. 
    ​Details  DOI 
  • 2020 | Journal Article | 
    ​ ​Zhao, Zhijian, et al. "The temporal structure of the inner retina at a single glance​." ​Scientific Reports, vol. 10, no. 1, ​2020, , ​doi: 10.1038/s41598-020-60214-z. 
    ​Details  DOI  PMID  PMC 
  • 2019 | Conference Paper
    ​ ​Cadena, Santiago A., et al. "How well do deep neural networks trained on object recognition characterize the mouse visual system?​." ​33rd Conference on Neural Information Processing Systems (NeurIPS 2019), ), Vancouver, Canada, 2019-12-08 - 2019-12-14​2019. 
    ​Details 
  • 2019 | Journal Article
    ​ ​Michaelis, Claudio, et al. "Comparing Search Strategies of Humans and Machines in Clutter​." ​Journal of Vision, vol. 19, no. 10, ​2019, , ​doi: 10.1167/19.10.309c. 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Zhao, Zhijian, et al. "The temporal structure of the inner retina at a single glance​." ​​2019. doi: 10.1101/743047. 
    ​Details  DOI 
  • 2019 | Preprint
    ​ ​Michaelis, Claudio, et al. "Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming​." ​​2019. 
    ​Details  arXiv 
  • 2019 | Conference Paper
    ​ ​Günthner, Max F., et al. "Learning Divisive Normalization in Primary Visual Cortex​." ​Conference on Cognitive Computational Neuroscience 2019, Berlin, Germany, 2019-09-13 - 2019-09-16​2019. doi: 10.32470/CCN.2019.1211-0. 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Cadena, Santiago A., et al. "Deep convolutional models improve predictions of macaque V1 responses to natural images​." ​PLoS Computational Biology, vol. 15, no. 4, ​2019, , ​doi: 10.1371/journal.pcbi.1006897. 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article | 
    ​ ​Wallis, Thomas S. A., et al. "Image content is more important than Bouma's Law for scene metamers​." ​eLife, vol. 8, ​2019, , ​doi: 10.7554/eLife.42512. 
    ​Details  DOI  PMID  PMC 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, et al. "Multi-Task Generalization and Adaptation between Noisy Digit Datasets: An Empirical Study​." ​Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning, Montreal, Canada, 2018 - 2018​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Schneider, Steffen, et al. "SALAD: A Toolbox for Semi-supervised Adaptive Learning Across Domains​." ​32nd Conference on Neural Information Processing Systems (NIPS 2018), Montréal, Canada, 2018 - 2018​2018. 
    ​Details 
  • 2018 | Conference Paper
    ​ ​Ecker, Alexander S., et al. "A rotation-equivariant convolutional neural network model of primary visual cortex​." ​​2018, . ​
    ​Details  arXiv 
  • 2018 | Book Chapter
    ​ ​Escalera, Sergio, et al. "Introduction to NIPS 2017 Competition Track​." ​The NIPS '17 Competition: Building Intelligent Systems, edited by S. Escalera, N. Weimer, ​Springer, ​2018, pp. 1​-23​. ​doi: 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​." ​​2018. 
    ​Details  arXiv 
  • 2018 | Journal Article
    ​ ​Funke, Christina, et al. "Comparing the ability of humans and DNNs to recognise closed contours in cluttered images​." ​Journal of Vision, vol. 18, no. 10, ​2018, p. 800​, ​doi: 10.1167/18.10.800. 
    ​Details  DOI 
  • 2018 | Book Chapter
    ​ ​Cadena, Santiago A., et al. "Diverse Feature Visualizations Reveal Invariances in Early Layers of Deep Neural Networks​." ​Computer Vision – ECCV 2018, edited by V. Ferrari, M. Hebert, C. Sminchisescu, vol. 11216, ​Springer, ​2018, pp. 225​-240​. ​​Lecture Notes in Computer Science;. doi: 10.1007/978-3-030-01258-8_14. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Michaelis, Claudio, et al. "One-Shot Instance Segmentation​." ​​2018. 
    ​Details  arXiv 
  • 2018 | Preprint
    ​ ​Wallis, Thomas S. A., et al. "Image content is more important than Bouma’s Law for scene metamers​." ​​2018. doi: 10.1101/378521. 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Denfield, George H., et al. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​​2018. doi: 10.1101/189282. 
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Denfield, George H., et al. "Attentional fluctuations induce shared variability in macaque primary visual cortex​." ​Nature Communications, vol. 9, no. 1, ​2018, , ​doi: 10.1038/s41467-018-05123-6. 
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Subramaniyan, Manivannan, et al. "Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion​." ​Journal of Neurophysiology, vol. 120, no. 5, ​2018, pp. 2430​-2452​, ​doi: 10.1152/jn.00792.2017. 
    ​Details  DOI  PMID  PMC 
  • 2017 | Preprint
    ​ ​Funke, Christina M., et al. "Synthesising Dynamic Textures using Convolutional Neural Networks​." ​​2017. 
    ​Details  arXiv 
  • 2017 | Preprint
    ​ ​Klindt, David A., et al. "Neural system identification for large populations separating "what" and "where"​." ​​2017. 
    ​Details  arXiv 
  • 2017 | Conference Paper
    ​ ​Gatys, Leon A., et al. "Controlling Perceptual Factors in Neural Style Transfer​." ​2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), ​2017, pp. 3730​-3738​. ​doi: 10.1109/CVPR.2017.397. 
    ​Details  DOI 
  • 2017 | Preprint
    ​ ​Wallis, Thomas S. A., et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​​2017. doi: 10.1101/165761. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas, et al. "Towards matching peripheral appearance for arbitrary natural images using deep features​." ​Journal of Vision, vol. 17, no. 10, ​2017, , ​doi: 10.1167/17.10.786. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Funke, Christina, et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision, vol. 17, no. 10, ​2017, , ​doi: 10.1167/17.10.1081. 
    ​Details  DOI 
  • 2017 | Journal Article
    ​ ​Wallis, Thomas S. A., et al. "A parametric texture model based on deep convolutional features closely matches texture appearance for humans​." ​Journal of Vision, vol. 17, no. 12, ​2017, pp. 1​-29​, ​doi: 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, vol. 46, ​2017, pp. 178​-186​, ​doi: 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​." ​​2016. 
    ​Details 
  • 2016 | Conference Paper
    ​ ​Wallis, Thomas S., et al. "Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks​." ​Perception, vol. 45, ​2016, pp. 175​-176​. ​
    ​Details 
  • 2016 | Journal Article
    ​ ​Wallis, Thomas, et al. "Seeking summary statistics that match peripheral visual appearance using naturalistic textures generated by Deep Neural Networks​." ​Journal of Vision, vol. 16, no. 12, ​2016, , ​doi: 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, vol. 16, no. 12, ​2016, , ​doi: 10.1167/16.12.326. 
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Ecker, Alexander S., et al. "On the Structure of Neuronal Population Activity under Fluctuations in Attentional State​." ​The Journal of Neuroscience, vol. 36, no. 5, ​2016, pp. 1775​-1789​, ​doi: 10.1523/JNEUROSCI.2044-15.2016. 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Gatys, Leon A., et al. "Synaptic unreliability facilitates information transmission in balanced cortical populations​." ​Physical Review. E, vol. 91, no. 6, ​2015, , ​doi: 10.1103/PhysRevE.91.062707. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Froudarakis, Emmanouil, et al. "Population code in mouse V1 facilitates readout of natural scenes through increased sparseness​." ​Nature Neuroscience, vol. 17, no. 6, ​2014, pp. 851​-857​, ​doi: 10.1038/nn.3707. 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Ecker, Alexander S., et al. "State Dependence of Noise Correlations in Macaque Primary Visual Cortex​." ​Neuron, vol. 82, no. 1, ​2014, pp. 235​-248​, ​doi: 10.1016/j.neuron.2014.02.006. 
    ​Details  DOI  PMID  PMC 
  • 2013 | Conference Paper
    ​ ​Froudarakis, E., et al. "Encoding of natural scene statistics in the primary visual cortex of the mouse​." ​Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, 2013-02-28 - 2013-03-03​2013. 
    ​Details 
  • 2012 | Journal Article
    ​ ​Berens, Philipp, et al. "A Fast and Simple Population Code for Orientation in Primate V1​." ​The Journal of Neuroscience, vol. 32, no. 31, ​2012, pp. 10618​-10626​, ​doi: 10.1523/JNEUROSCI.1335-12.2012. 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article | 
    ​ ​Berens, Philipp, et al. "Optimal Population Coding, Revisited​." ​Nature Precedings, ​2011, , ​doi: 10.1038/npre.2011.5513.1. 
    ​Details  DOI 
  • 2011 | Journal Article
    ​ ​Berens, Philipp, et al. "Reassessing optimal neural population codes with neurometric functions​." ​Proceedings of the National Academy of Sciences of the United States of America, vol. 108, no. 11, ​2011, pp. 4423​-4428​, ​doi: 10.1073/pnas.1015904108. 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article
    ​ ​Ecker, Alexander S., et al. "The Effect of Noise Correlations in Populations of Diversely Tuned Neurons​." ​The Journal of Neuroscience, vol. 31, no. 40, ​2011, pp. 14272​-14283​, ​doi: 10.1523/JNEUROSCI.2539-11.2011. 
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article
    ​ ​Ecker, Alexander S., et al. "Decorrelated Neuronal Firing in Cortical Microcircuits​." ​Science, vol. 327, no. 5965, ​2010, pp. 584-7​-587​, ​doi: 10.1126/science.1179867. 
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article
    ​ ​Berens, Philipp, et al. "Neurometric function analysis of short-term population codes​." ​Frontiers in Computational Neuroscience, vol. 3, ​2009, , ​doi: 10.3389/conf.neuro.10.2009.14.093. 
    ​Details  DOI 
  • 2009 | Journal Article
    ​ ​Macke, Jakob H., et al. "Generating Spike Trains with Specified Correlation Coefficients​." ​Neural Computation, vol. 21, no. 2, ​2009, pp. 397​-423​, ​doi: 10.1162/neco.2008.02-08-713. 
    ​Details  DOI  PMID  PMC 

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