Prof. Dr. Alexander S. Ecker

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  • 2021 | Journal Article | Research Paper | 
    ​ ​Learning divisive normalization in primary visual cortex​
    Burg, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Tolias, A. S.; Bethge, M. & Ecker, A. S. ​ (2021) 
    PLoS Computational Biology, 17(6) pp. e1009028​.​ DOI: https://doi.org/10.1371/journal.pcbi.1009028 
    ​Details  DOI 
  • 2020 | Preprint
    ​ ​Learning Divisive Normalization in Primary Visual Cortex​
    Burg, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Tolias, A. S.; Bethge, M.& Ecker, A. S. ​ (2020). DOI: https://doi.org/10.1101/767285 
    ​Details  DOI 
  • 2019 | Conference Paper
    ​ ​How well do deep neural networks trained on object recognition characterize the mouse visual system?​
    Cadena, S. A.; Sinz, F. H. ; Muhammad, T.; Froudarakis, E.; Cobos, E.; Walker, E. Y. & Reimer, J. et al.​ (2019)
    ​33rd Conference on Neural Information Processing Systems (NeurIPS 2019)​, ), Vancouver, Canada.
    ​Details 
  • 2019 | Conference Paper
    ​ ​Learning Divisive Normalization in Primary Visual Cortex​
    Günthner, M. F.; Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S. & Bethge, M. et al.​ (2019)
    ​Conference on Cognitive Computational Neuroscience 2019​, Berlin, Germany. DOI: https://doi.org/10.32470/CCN.2019.1211-0 
    ​Details  DOI 
  • 2019 | Journal Article
    ​ ​Deep convolutional models improve predictions of macaque V1 responses to natural images​
    Cadena, S. A.; Denfield, G. H.; Walker, E. Y.; Gatys, L. A.; Tolias, A. S.; Bethge, M. & Ecker, A. S. ​ (2019) 
    PLoS Computational Biology, 15(4) art. e1006897​.​ DOI: https://doi.org/10.1371/journal.pcbi.1006897 
    ​Details  DOI  PMID  PMC 
  • 2019 | Journal Article
    ​ ​Inception loops discover what excites neurons most using deep predictive models​
    Walker, E. Y.; Sinz, F. H. ; Cobos, E.; Muhammad, T.; Froudarakis, E.; Fahey, P. G. & Ecker, A. S.  et al.​ (2019) 
    Nature Neuroscience, 22(12) pp. 2060​-2065​.​ DOI: https://doi.org/10.1038/s41593-019-0517-x 
    ​Details  DOI  PMID  PMC 
  • 2018 | Conference Paper
    ​ ​A rotation-equivariant convolutional neural network model of primary visual cortex​
    Ecker, A. S. ; Sinz, F. H. ; Froudarakis, E.; Fahey, P. G.; Cadena, S. A.; Walker, E. Y. & Cobos, E. et al.​ (2018)
    ​7th International Conference on Learning Representations (ICLR 2019)​, New Orleans, USA.
    ​Details  arXiv 
  • 2018 | Preprint
    ​ ​Stimulus domain transfer in recurrent models for large scale cortical population prediction on video​
    Sinz, F. H. ; Ecker, A. S. ; Fahey, P. G.; Walker, E. Y.; Cobos, E.; Froudarakis, E.& Yatsenko, D. et al.​ (2018). DOI: https://doi.org/10.1101/452672 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Inception in visual cortex: in vivo-silico loops reveal most exciting images​
    Walker, E. Y.; Sinz, F. H. ; Froudarakis, E.; Fahey, P. G.; Muhammad, T.; Ecker, A. S.  & Cobos, E. et al.​ (2018). DOI: https://doi.org/10.1101/506956 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Attentional fluctuations induce shared variability in macaque primary visual cortex​
    Denfield, G. H.; Ecker, A. S. ; Shinn, T. J.; Bethge, M.& Tolias, A. S.​ (2018). DOI: https://doi.org/10.1101/189282 
    ​Details  DOI 
  • 2018 | Journal Article | 
    ​ ​Attentional fluctuations induce shared variability in macaque primary visual cortex​
    Denfield, G. H.; Ecker, A. S. ; Shinn, T. J.; Bethge, M. & Tolias, A. S.​ (2018) 
    Nature Communications, 9(1) art. 2654​.​ DOI: https://doi.org/10.1038/s41467-018-05123-6 
    ​Details  DOI 
  • 2018 | Journal Article
    ​ ​Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion​
    Subramaniyan, M.; Ecker, A. S. ; Patel, S. S.; Cotton, R. J.; Bethge, M.; Pitkow, X. & Berens, P. et al.​ (2018) 
    Journal of Neurophysiology, 120(5) pp. 2430​-2452​.​ DOI: https://doi.org/10.1152/jn.00792.2017 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Response to Comment on "Principles of connectivity among morphologically defined cell types in adult neocortex"​
    Jiang, X.; Shen, S.; Sinz, F. ; Reimer, J.; Cadwell, C. R.; Berens, P. & Ecker, A. S.  et al.​ (2016) 
    Science, 353(6304) art. 1108​.​ DOI: https://doi.org/10.1126/science.aaf6102 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​Spike sorting for large, dense electrode arrays​
    Rossant, C.; Kadir, S. N.; Goodman, D. F. M.; Schulman, J.; Hunter, M. L. D.; Saleem, A. B. & Grosmark, A. et al.​ (2016) 
    Nature Neuroscience, 19(4) pp. 634​-641​.​ DOI: https://doi.org/10.1038/nn.4268 
    ​Details  DOI  PMID  PMC 
  • 2016 | Journal Article
    ​ ​On the Structure of Neuronal Population Activity under Fluctuations in Attentional State​
    Ecker, A. S. ; Denfield, G. H.; Bethge, M. & Tolias, A. S.​ (2016) 
    The Journal of Neuroscience, 36(5) pp. 1775​-1789​.​ DOI: https://doi.org/10.1523/JNEUROSCI.2044-15.2016 
    ​Details  DOI  PMID  PMC 
  • 2015 | Preprint
    ​ ​DataJoint: managing big scientific data using MATLAB or Python​
    Yatsenko, D.; Reimer, J.; Ecker, A. S. ; Walker, E. Y.; Sinz, F. ; Berens, P.& Hoenselaar, A. et al.​ (2015). DOI: https://doi.org/10.1101/031658 
    ​Details  DOI 
  • 2015 | Journal Article
    ​ ​Principles of connectivity among morphologically defined cell types in adult neocortex​
    Jiang, X.; Shen, S.; Cadwell, C. R.; Berens, P.; Sinz, F. ; Ecker, A. S.   & Patel, S. et al.​ (2015) 
    Science, 350(6264) art. aac9462​.​ DOI: https://doi.org/10.1126/science.aac9462 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Improved Estimation and Interpretation of Correlations in Neural Circuits​
    Yatsenko, D.; Josić, K.; Ecker, A. S. ; Froudarakis, E.; Cotton, R. J. & Tolias, A. S.​ (2015) 
    PLoS Computational Biology, 11(3) art. e1004083​.​ DOI: https://doi.org/10.1371/journal.pcbi.1004083 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Is there signal in the noise?​
    Ecker, A. S.   & Tolias, A. S.​ (2014) 
    Nature Neuroscience, 17(6) pp. 750​-751​.​ DOI: https://doi.org/10.1038/nn.3722 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Population code in mouse V1 facilitates readout of natural scenes through increased sparseness​
    Froudarakis, E.; Berens, P.; Ecker, A. S. ; Cotton, R. J.; Sinz, F. H. ; Yatsenko, D. & Saggau, P. et al.​ (2014) 
    Nature Neuroscience, 17(6) pp. 851​-857​.​ DOI: https://doi.org/10.1038/nn.3707 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​State Dependence of Noise Correlations in Macaque Primary Visual Cortex​
    Ecker, A. S. ; Berens, P.; Cotton, R. J.; Subramaniyan, M.; Denfield, G. H.; Cadwell, C. R. & Smirnakis, S. M. et al.​ (2014) 
    Neuron, 82(1) pp. 235​-248​.​ DOI: https://doi.org/10.1016/j.neuron.2014.02.006 
    ​Details  DOI  PMID  PMC 
  • 2013 | Conference Paper
    ​ ​Encoding of natural scene statistics in the primary visual cortex of the mouse​
    Froudarakis, E.; Berens, P.; Cotton, J. R.; Ecker, A. S. ; Saggau, P.; Bethge, M. & Tolias, A. S.​ (2013)
    ​Computational and Systems Neuroscience Meeting (COSYNE 2013)​, Salt Lake City.
    ​Details 
  • 2013 | Journal Article
    ​ ​Macaque Monkeys Perceive the Flash Lag Illusion​
    Subramaniyan, M.; Ecker, A. S. ; Berens, P. & Tolias, A. S.​ (2013) 
    PLoS One, 8(3) art. e58788​.​ DOI: https://doi.org/10.1371/journal.pone.0058788 
    ​Details  DOI  PMID  PMC 
  • 2012 | Journal Article
    ​ ​A Fast and Simple Population Code for Orientation in Primate V1​
    Berens, P.; Ecker, A. S. ; Cotton, R. J.; Ma, W. J.; Bethge, M. & Tolias, A. S.​ (2012) 
    The Journal of Neuroscience, 32(31) pp. 10618​-10626​.​ DOI: https://doi.org/10.1523/JNEUROSCI.1335-12.2012 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article
    ​ ​Reassessing optimal neural population codes with neurometric functions​
    Berens, P.; Ecker, A. S. ; Gerwinn, S.; Tolias, A. S. & Bethge, M.​ (2011) 
    Proceedings of the National Academy of Sciences of the United States of America, 108(11) pp. 4423​-4428​.​ DOI: https://doi.org/10.1073/pnas.1015904108 
    ​Details  DOI  PMID  PMC 
  • 2011 | Journal Article
    ​ ​The Effect of Noise Correlations in Populations of Diversely Tuned Neurons​
    Ecker, A. S. ; Berens, P.; Tolias, A. S. & Bethge, M.​ (2011) 
    The Journal of Neuroscience, 31(40) pp. 14272​-14283​.​ DOI: https://doi.org/10.1523/JNEUROSCI.2539-11.2011 
    ​Details  DOI  PMID  PMC 
  • 2010 | Journal Article
    ​ ​Decorrelated Neuronal Firing in Cortical Microcircuits​
    Ecker, A. S. ; Berens, P.; Keliris, G. A.; Bethge, M.; Logothetis, N. K. & Tolias, A. S.​ (2010) 
    Science, 327(5965) pp. 584-7​-587​.​ DOI: https://doi.org/10.1126/science.1179867 
    ​Details  DOI  PMID  PMC 
  • 2009 | Journal Article
    ​ ​Generating Spike Trains with Specified Correlation Coefficients​
    Macke, J. H.; Berens, P.; Ecker, A. S. ; Tolias, A. S. & Bethge, M.​ (2009) 
    Neural Computation, 21(2) pp. 397​-423​.​ DOI: https://doi.org/10.1162/neco.2008.02-08-713 
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex​
    Berens, P.; Keliris, G. A.; Ecker, A. S. ; Logothetis, N. K. & Tolias, A. S.​ (2008) 
    Frontiers in Neuroscience, 2(2) pp. 199​-207​.​ DOI: https://doi.org/10.3389/neuro.01.037.2008 
    ​Details  DOI  PMID  PMC 
  • 2008 | Journal Article
    ​ ​Comparing the feature selectivity of the gamma-band of the local field potential and the underlying spiking activity in primate visual cortex​
    Berens, P.; Keliris, G. A.; Ecker, A. S. ; Logothetis, N. K. & Tolias, A. S.​ (2008) 
    Frontiers in Systems Neuroscience, 2 art. 2​.​ DOI: https://doi.org/10.3389/neuro.06.002.2008 
    ​Details  DOI  PMID  PMC 
  • 2007 | Conference Paper
    ​ ​Orientation tuning of the local field potential and multi-unit activity in the primary visual cortex of the macaque​
    Berens, P.; Keliris, G. A.; Ecker, A. S. ; Logothetis, N. K. & Tolias, A. S.​ (2007)
    ​7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference​, Göttingen.
    ​Details 
  • 2007 | Journal Article
    ​ ​Recording Chronically From the Same Neurons in Awake, Behaving Primates​
    Tolias, A. S.; Ecker, A. S. ; Siapas, A. G.; Hoenselaar, A.; Keliris, G. A. & Logothetis, N. K.​ (2007) 
    Journal of Neurophysiology, 98(6) pp. 3780​-3790​.​ DOI: https://doi.org/10.1152/jn.00260.2007 
    ​Details  DOI  PMID  PMC 

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