Javier Sagastuy-Breña

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 8

Top Topics

Conservation Laws

Parallel Genetic Algorithms

Stochastic Systems

Credit Assignment

Top Venues

Publications

Daniel Kunin, Javier Sagastuy-Breña, Lauren Gillespie, Eshed Margalit, Hidenori Tanaka, Surya Ganguli, Daniel L. K. Yamins
The Limiting Dynamics of SGD: Modified Loss, Phase-Space Oscillations, and Anomalous Diffusion. Neural Comput. 36 (1) (2024)
Aran Nayebi, Javier Sagastuy-Breña, Daniel M. Bear, Kohitij Kar, Jonas Kubilius, Surya Ganguli, David Sussillo, James J. DiCarlo, Daniel L. K. Yamins
Recurrent Connections in the Primate Ventral Visual Stream Mediate a Trade-Off Between Task Performance and Network Size During Core Object Recognition. Neural Comput. 34 (8) (2022)
Daniel Kunin, Javier Sagastuy-Breña, Surya Ganguli, Daniel L. Yamins, Hidenori Tanaka
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics. ICLR (2021)
Daniel Kunin, Javier Sagastuy-Breña, Lauren Gillespie, Eshed Margalit, Hidenori Tanaka, Surya Ganguli, Daniel L. K. Yamins
Rethinking the limiting dynamics of SGD: modified loss, phase space oscillations, and anomalous diffusion. CoRR (2021)
Daniel Kunin, Aran Nayebi, Javier Sagastuy-Breña, Surya Ganguli, Jonathan M. Bloom, Daniel L. K. Yamins
Two Routes to Scalable Credit Assignment without Weight Symmetry. CoRR (2020)
Daniel Kunin, Javier Sagastuy-Breña, Surya Ganguli, Daniel L. K. Yamins, Hidenori Tanaka
Neural Mechanics: Symmetry and Broken Conservation Laws in Deep Learning Dynamics. CoRR (2020)
Daniel Kunin, Aran Nayebi, Javier Sagastuy-Breña, Surya Ganguli, Jonathan M. Bloom, Daniel Yamins
Two Routes to Scalable Credit Assignment without Weight Symmetry. ICML (2020)
Angel Kuri-Morales, Javier Sagastuy-Breña
A Parallel Genetic Algorithm for Pattern Recognition in Mixed Databases. MCPR (2017)