Ben Sorscher

A unified theory for the computational and mechanistic origins of grid cells

Ben Sorscher, Gabriel C. Mel, Samuel A. Ocko et al. · Neuron · 2022 · 111 citations

Computing, Computational Engineering, Computational Fluid Dynamics +12

Beyond neural scaling laws: beating power law scaling via data pruning

Ben Sorscher, Robert Geirhos, Shashank Shekhar et al. · arXiv (Cornell University) · 2022 · 85 citations · Full text

Computing, Computer Science, Computer Vision +11

Neural representational geometry underlies few-shot concept learning

Ben Sorscher, Surya Ganguli, Haim Sompolinsky · Proceedings of the National Academy of Sciences · 2022 · 76 citations · Full text

Life Sciences, Computer Science, Neuroscience +17

A unified theory for the origin of grid cells through the lens of pattern formation

Ben Sorscher, Gabriel C. Mel, Surya Ganguli et al. · Neural Information Processing Systems · 2019 · 48 citations

Life Sciences, Neurobiology, Neuroscience +17

Explaining heterogeneity in medial entorhinal cortex with task-driven neural networks

Aran Nayebi, Alexander Attinger, Malcolm Campbell et al. · bioRxiv (Cold Spring Harbor Laboratory) · 2021 · 37 citations · Full text

Life Sciences, Neuroscience, Behavioral Neuroscience +8