Prof. Dr. Alexander S. Ecker

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  • 2019 | Conference Paper
    ​ ​Cadena, S. A., Sinz, F. H., Muhammad, T., Froudarakis, E., Cobos, E., Walker, E. Y., Reimer, J. ... Ecker, A. S. (2019). ​​How well do deep neural networks trained on object recognition characterize the mouse visual system?​​ Paper presented at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019)​ Paper presented at 33rd Conference on Neural Information Processing Systems (NeurIPS 2019)​, ), Vancouver, Canada​
    ​Details 
  • 2019 | Journal Article
    ​ ​Walker, E. Y., Sinz, F. H., Cobos, E., Muhammad, T., Froudarakis, E., Fahey, P. G., Ecker, A. S. ... Tolias, A. S. (2019). ​Inception loops discover what excites neurons most using deep predictive models. Nature Neuroscience, 22(12), ​2060​-2065​. ​doi: https://doi.org/10.1038/s41593-019-0517-x 
    ​Details  DOI  PMID  PMC 
  • 2018 | Conference Paper
    ​ ​Ecker, A. S., Sinz, F. H., Froudarakis, E., Fahey, P. G., Cadena, S. A., Walker, E. Y., Cobos, E. ... Bethge, M. (2018). ​A rotation-equivariant convolutional neural network model of primary visual cortex.​
    ​Details | arXiv 
  • 2018 | Preprint
    ​ ​Sinz, F. H., Ecker, A. S., Fahey, P. G., Walker, E. Y., Cobos, E., Froudarakis, E., Yatsenko, D. ... Tolias, A. S. (2018). Stimulus domain transfer in recurrent models for large scale cortical population prediction on video.​ Unpublished manuscript. ​doi: https://doi.org/10.1101/452672 
    ​Details  DOI 
  • 2018 | Preprint
    ​ ​Walker, E. Y., Sinz, F. H., Froudarakis, E., Fahey, P. G., Muhammad, T., Ecker, A. S., Cobos, E. ... Tolias, A. S. (2018). Inception in visual cortex: in vivo-silico loops reveal most exciting images.​ Unpublished manuscript. ​doi: https://doi.org/10.1101/506956 
    ​Details  DOI 
  • 2016 | Journal Article
    ​ ​Jiang, X., Shen, S., Sinz, F., Reimer, J., Cadwell, C. R., Berens, P., Ecker, A. S. ... Tolias, A. S. (2016). ​Response to Comment on "Principles of connectivity among morphologically defined cell types in adult neocortex". Science, 353(6304), Article 1108​. ​doi: https://doi.org/10.1126/science.aaf6102 
    ​Details  DOI  PMID  PMC 
  • 2015 | Journal Article
    ​ ​Yatsenko, D., Josić, K., Ecker, A. S., Froudarakis, E., Cotton, R. J. & Tolias, A. S. (2015). ​Improved Estimation and Interpretation of Correlations in Neural Circuits. PLoS Computational Biology, 11(3), Article e1004083​. ​doi: https://doi.org/10.1371/journal.pcbi.1004083 
    ​Details  DOI  PMID  PMC 
  • 2014 | Journal Article
    ​ ​Froudarakis, E., Berens, P., Ecker, A. S., Cotton, R. J., Sinz, F. H., Yatsenko, D., Saggau, P. ... Tolias, A. S. (2014). ​Population code in mouse V1 facilitates readout of natural scenes through increased sparseness. Nature Neuroscience, 17(6), ​851​-857​. ​doi: https://doi.org/10.1038/nn.3707 
    ​Details  DOI  PMID  PMC 

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