Publications

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