Publications

Javier Sagastuy-Brena, Imran Thobani, Aran Nayebi, Rosa Cao, Daniel LK Yamins (2022). Inter-animal transforms as a guide to model-brain comparison. CCN 2022, Cosyne 2023.

CCN 2022 Abstract CCN 2022 Manuscript Cosyne 2023 Abstract Cosyne 2023 Poster

Aran Nayebi, Javier Sagastuy-Brena, Daniel M Bear, Kohitij Kar, Jonas Kubilius, Surya Ganguli, David Sussillo, James J DiCarlo, Daniel LK Yamins (2022). Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition. Neural Computation.

Daniel Kunin, Javier Sagastuy-Brena, Lauren Gillespie, Eshed Margalit, Hidenori Tanaka, Surya Ganguli, Daniel LK Yamins (2021). Limiting Dynamics of SGD: Modified Loss, Phase Space Oscillations, and Anomalous Diffusion. arXiv.

Daniel Kunin, Javier Sagastuy-Brena, Surya Ganguli, Daniel LK Yamins, Hidenori Tanaka (2020). Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics. arXiv.

Preprint PDF Code

Daniel Kunin, Aran Nayebi, Javier Sagastuy-Brena, Surya Ganguli, Jon Bloom, Daniel LK Yamins (2020). Two Routes to Scalable Credit Assignment without Weight Symmetry. ICML 2020.

Preprint PDF Code Slides Video Blog Post