Publications

Max F. Burg, Santiago A. Cadena, Goerge H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker (2019). Learning Divisive Normalization in Primary Visual Cortex. In Biorxiv.

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Ivan Ustyuzhaninov, Santiago A. Cadena, Emmanouil Froudarakis, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Fabian H. Sinz, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker (2019). Rotation-invariant clustering of neuronal responses in primary visual cortex. In Accepted to ICLR 2020.

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Santiago A. Cadena, Fabian H. Sinz, Taliah Muhammad, Emmanouil Froudarakis, Erick Cobos, Edgar Y. Walker, Jake Reimer, Matthias Bethge, Andreas Tolias, Alexander S. Ecker (2019). How well do deep neural networks trained on object recognition characterize the mouse visual system?. In NeuroAI Workshop NeurIPS 2019.

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Santiago A. Cadena, Goerge H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker (2019). Deep convolutional models improve predictions of macaque V1 responses to natural images. In PlosCB 2019.

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Alexander S. Ecker, Fabian H. Sinz, Emmanouil Froudarakis, Paul G. Fahey, Santiago A. Cadena, Edgar Y. Walker, Erick Cobos, Jacob Reimer, Andreas S. Tolias, Matthias Bethge (2018). A rotation-equivariant convolutional neural network model of primary visual cortex. In ICLR 2019.

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Santiago A. Cadena, Marissa A. Weis, Leon A. Gatys, Matthias Bethge, Alexander S. Ecker (2018). Diverse feature visualizations reveal invariances in early layers of deep neural networks. In ECCV 2018.

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