On the Level Sets and Invariance of Neural Tuning Landscapes
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations
Binxu Wang, Carlos R Ponce
High-performance Evolutionary Algorithms for Online Neuron Control
GECCO ‘22: Proceedings of the Genetic and Evolutionary Computation Conference (Best paper nomination)
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Best Paper Nomination
Binxu Wang, Carlos R Ponce
Factorized convolution models for interpreting neuron-guided images synthesis
2022 Conference on Cognitive Computational Neuroscience
Binxu Wang, Carlos R. Ponce
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation
NeurIPS 2021 SVRHM Workshop
Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell
What constitutes understanding of ventral pathway function?
Charles Connor, Gabriel Kreiman, Carlos R Ponce, Carl Craver, Margaret Livingstone, Martin Schrimpf, Binxu Wang
Visual prototypes in the ventral stream are attuned to complexity and gaze behavior
Nature Communications
Olivia Rose*, James Johnson*, Binxu Wang, Carlos R. Ponce
The Geometry of Deep Generative Image Models and its Applications
International Conference on Learning Representations, 2021
Binxu Wang, Carlos R Ponce
A mechanism for synaptic copy between neural circuits
Neural computation
Yuxiu Shao, Binxu Wang, Andrew T Sornborger, Louis Tao
Mutual information and information gating in synfire chains
Entropy
Zhuocheng Xiao, Binxu Wang, Andrew T Sornborger, Louis Tao