Visual Neuroscience

Binxu Wang, Carlos R. Ponce (2026). Neuronal Tuning Aligns Dynamically with Object- and Texture Manifolds across the Visual Hierarchy. Nature Neuroscience.

Binxu Wang, Carlos R Ponce (2025). Structure as an inductive bias for brain–model alignment. Nature Machine Intelligence.

Jacob S Prince, Binxu Wang, Akshay v Jagadeesh, Thomas Fel, Emily Lo, George a Alvarez, Margaret S Livingstone, Talia Konkle (2025). Feature accentuation along the encoding axes of IT neurons uncovers hidden differences in model-brain alignment. Journal of Vision.

Binxu Wang, Carlos R Ponce (2024). Neural Dynamics of Object Manifold Alignment in the Ventral Stream. bioRxiv.

Binxu Wang (2023). Charting the Landscape of Ventral Stream Neural Code on Generative Image Manifolds.

Binxu Wang, Carlos R Ponce (2022). 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 (2022). Tuning landscapes of the ventral stream. Cell reports.

Binxu Wang, Carlos R Ponce (2022). High-performance Evolutionary Algorithms for Online Neuron Control. GECCO ‘22: Proceedings of the Genetic and Evolutionary Computation Conference (Best paper nomination).

Binxu Wang, Carlos R. Ponce (2022). Factorized convolution models for interpreting neuron-guided images synthesis. 2022 Conference on Cognitive Computational Neuroscience.

Binxu Wang, David Mayo, Arturo Deza, Andrei Barbu, Colin Conwell (2021). On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation. NeurIPS 2021 SVRHM Workshop.

Charles Connor, Gabriel Kreiman, Carlos R Ponce, Carl Craver, Margaret Livingstone, Martin Schrimpf, Binxu Wang (2021). What constitutes understanding of ventral pathway function?.

Olivia Rose*, James Johnson*, Binxu Wang, Carlos R. Ponce (2021). Visual prototypes in the ventral stream are attuned to complexity and gaze behavior. Nature Communications.