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 | 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 
  • 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 | 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
    ​ ​Walker, Edgar Y., Fabian H. Sinz, Erick Cobos, Taliah Muhammad, Emmanouil Froudarakis, Paul G. Fahey, Alexander S. Ecker, Jacob Reimer, Xaq Pitkow, and Andreas S. Tolias. "Inception loops discover what excites neurons most using deep predictive models​." ​Nature Neuroscience ​22, no. 12 (2019): ​2060​-2065​. ​https://doi.org/10.1038/s41593-019-0517-x.
    ​Details  DOI  PMID  PMC 
  • 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 
  • 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 | Preprint
    ​ ​Sinz, Fabian H., Alexander S. Ecker, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Xaq Pitkow, Jacob Reimer, and Andreas S. Tolias​. "Stimulus domain transfer in recurrent models for large scale cortical population prediction on video​." ​Preprint, submitted ​​2018. https://doi.org/10.1101/452672.
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Walker, Edgar Y., Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Taliah Muhammad, Alexander S. Ecker, Erick Cobos, Jacob Reimer, Xaq Pitkow, and Andreas S. Tolias​. "Inception in visual cortex: in vivo-silico loops reveal most exciting images​." ​Preprint, submitted ​​2018. https://doi.org/10.1101/506956.
    ​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 
  • 2016 | Journal Article
    ​ ​Rossant, Cyrille, Shabnam N. Kadir, Dan F. M. Goodman, John Schulman, Maximilian L. D. Hunter, Aman B. Saleem, Andres Grosmark et al. "Spike sorting for large, dense electrode arrays​." ​Nature Neuroscience ​19, no. 4 (2016): ​634​-641​. ​https://doi.org/10.1038/nn.4268.
    ​Details  DOI  PMID  PMC 
  • 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 
  • 2016 | Journal Article
    ​ ​Jiang, Xiaolong, Shan Shen, Fabian Sinz, Jacob Reimer, Cathryn R. Cadwell, Philipp Berens, Alexander S. Ecker et al. "Response to Comment on "Principles of connectivity among morphologically defined cell types in adult neocortex"​." ​Science ​353, no. 6304 (2016): ​1108​. ​https://doi.org/10.1126/science.aaf6102.
    ​Details  DOI  PMID  PMC 
  • 2015 | Preprint
    ​ ​Yatsenko, Dimitri, Jacob Reimer, Alexander S. Ecker, Edgar Y. Walker, Fabian Sinz, Philipp Berens, Andreas Hoenselaar, Ronald James Cotton, Athanassios S. Siapas, and Andreas S. Tolias​. "DataJoint: managing big scientific data using MATLAB or Python​." ​Preprint, submitted ​​2015. https://doi.org/10.1101/031658.
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Jiang, Xiaolong, Shan Shen, Cathryn R. Cadwell, Philipp Berens, Fabian Sinz, Alexander S. Ecker, Saumil Patel, and Andreas S. Tolias. "Principles of connectivity among morphologically defined cell types in adult neocortex​." ​Science ​350, no. 6264 (2015): ​aac9462​. ​https://doi.org/10.1126/science.aac9462.
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Yatsenko, Dimitri, Krešimir Josić, Alexander S. Ecker, Emmanouil Froudarakis, R. James Cotton, and Andreas S. Tolias. "Improved Estimation and Interpretation of Correlations in Neural Circuits​." ​PLoS Computational Biology ​11, no. 3 (2015): ​e1004083​. ​https://doi.org/10.1371/journal.pcbi.1004083.
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Ecker, Alexander S., and Andreas S. Tolias. "Is there signal in the noise?​." ​Nature Neuroscience ​17, no. 6 (2014): ​750​-751​. ​https://doi.org/10.1038/nn.3722.
    ​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 
  • 2013 | Journal Article
    ​ ​Subramaniyan, Manivannan, Alexander S. Ecker, Philipp Berens, and Andreas S. Tolias. "Macaque Monkeys Perceive the Flash Lag Illusion​." ​PLoS One ​8, no. 3 (2013): ​e58788​. ​https://doi.org/10.1371/journal.pone.0058788.
    ​Details  DOI  PMID  PMC 
  • 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
    ​ ​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 
  • 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 
  • 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
    ​ ​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 
  • 2008 | Journal Article
    ​ ​Berens, Philipp, Georgios A. Keliris, Alexander S. Ecker, Nikos K. Logothetis, and Andreas S. Tolias. "Comparing the feature selectivity of the gamma-band of the local field potential and the underlying spiking activity in primate visual cortex​." ​Frontiers in Systems Neuroscience ​2 (2008): ​2​. ​https://doi.org/10.3389/neuro.06.002.2008.
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Berens, Philipp, Georgios A. Keliris, Alexander S. Ecker, Nikos K. Logothetis, and Andreas S. Tolias. "Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex​." ​Frontiers in Neuroscience ​2, no. 2 (2008): ​199​-207​. ​https://doi.org/10.3389/neuro.01.037.2008.
    ​Details  DOI  PMID  PMC 
  • 2007 | Conference Paper
    ​ ​Berens, Philipp, Georgios A. Keliris, Alexander S. Ecker, Nikos K. Logothetis, and Andreas S. Tolias. "Orientation tuning of the local field potential and multi-unit activity in the primary visual cortex of the macaque​." ​Paper presented at the 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, ​Göttingen, ​2007. 
    ​Details 
  • 2007 | Journal Article
    ​ ​Tolias, Andreas S., Alexander S. Ecker, Athanassios G. Siapas, Andreas Hoenselaar, Georgios A. Keliris, and Nikos K. Logothetis. "Recording Chronically From the Same Neurons in Awake, Behaving Primates​." ​Journal of Neurophysiology ​98, no. 6 (2007): ​3780​-3790​. ​https://doi.org/10.1152/jn.00260.2007.
    ​Details  DOI  PMID  PMC 

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