Edgar Y. Walker

16 papers A* 7A 1Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Information-Theoretic Framework For Optimizing Experimental Design To Distinguish Probabilistic Neural Codes.
CoRR
Po-Chen Kuo, Edgar Y. Walker
2025 J jnl
Predictive Coding Enhances Meta-RL To Achieve Interpretable Bayes-Optimal Belief Representation Under Partial Observability.
CoRR
Po-Chen Kuo, Han Hou, Will Dabney, Edgar Y. Walker
2023 A* conf
Bayesian Oracle for bounding information gain in neural encoding models.
ICLR
Konstantin-Klemens Lurz, Mohammad Bashiri, Edgar Y. Walker, Fabian H. Sinz
2023 A* conf
Taking the neural sampling code very seriously: A data-driven approach for evaluating generative models of the visual system.
NeurIPS
Suhas Shrinivasan, Konstantin-Klemens Lurz, Kelli Restivo, George H. Denfield, Andreas S. Tolias, Edgar Y. Walker, Fabian H. Sinz
2022 A conf
Can Functional Transfer Methods Capture Simple Inductive Biases?
AISTATS
Arne Nix, Suhas Shrinivasan, Edgar Y. Walker, Fabian H. Sinz
2021 A* conf
A flow-based latent state generative model of neural population responses to natural images.
NeurIPS
Mohammad Bashiri, Edgar Y. Walker, Konstantin-Klemens Lurz, Akshay Kumar Jagadish, Taliah Muhammad, Zhiwei Ding, Zhuokun Ding, Andreas S. Tolias, Fabian H. Sinz
2021 A* conf
Generalization in data-driven models of primary visual cortex.
ICLR
Konstantin-Klemens Lurz, Mohammad Bashiri, Konstantin Willeke, Akshay Kumar Jagadish, Eric Wang, Edgar Y. Walker, Santiago A. Cadena, Taliah Muhammad, Erick Cobos, Andreas S. Tolias, Alexander S. Ecker, Fabian H. Sinz
2021 J jnl
Learning divisive normalization in primary visual cortex.
PLoS Comput. Biol.
Max F. Burg, Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2020 A* conf
Rotation-invariant clustering of neuronal responses in primary visual cortex.
ICLR
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 — conf
A rotation-equivariant convolutional neural network model of primary visual cortex.
ICLR (Poster)
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
2019 J jnl
Deep convolutional models improve predictions of macaque V1 responses to natural images.
PLoS Comput. Biol.
Santiago A. Cadena, George H. Denfield, Edgar Y. Walker, Leon A. Gatys, Andreas S. Tolias, Matthias Bethge, Alexander S. Ecker
2019 J jnl
Learning From Brains How to Regularize Machines.
CoRR
Zhe Li, Wieland Brendel, Edgar Y. Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian H. Sinz, Xaq Pitkow, Andreas S. Tolias
2019 A* conf
Learning from brains how to regularize machines.
NeurIPS
Zhe Li, Wieland Brendel, Edgar Y. Walker, Erick Cobos, Taliah Muhammad, Jacob Reimer, Matthias Bethge, Fabian H. Sinz, Xaq Pitkow, Andreas S. Tolias
2018 J jnl
A rotation-equivariant convolutional neural network model of primary visual cortex.
CoRR
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 J jnl
DataJoint: A Simpler Relational Data Model.
CoRR
Dimitri Yatsenko, Edgar Y. Walker, Andreas S. Tolias
2018 A* conf
Stimulus domain transfer in recurrent models for large scale cortical population prediction on video.
NeurIPS
Fabian H. Sinz, Alexander S. Ecker, Paul G. Fahey, Edgar Y. Walker, Erick Cobos, Emmanouil Froudarakis, Dimitri Yatsenko, Xaq Pitkow, Jacob Reimer, Andreas S. Tolias