See the Positions page for details….
Grad Student Openings
I have taken graduate students from the Program in Neuroscience, Program in Biophysics, Applied Physics, and Physics. There also are other graduate programs at Harvard that may be appropriate. Research internships for visiting students also may be possible. We abide by this statement: Discrimination on the basis of the protected categories listed in Harvard University’s…
Post Doc Openings
To inquire about postdoctoral positions in my group, please email me directly at hsompolinsky@mcb.harvard.edu….
Neural representational geometry underlies few-shot concept learning
Ben Sorscher, Surya Ganguli, Haim Sompolinsky. Proc Natl Acad Sci U S A. 2022 Oct 25;119(43):e2200800119…
Statistical Mechanics of Deep Linear Neural Networks: The Backpropagating Kernel Renormalization
Qianyi Li, Haim Sompolinsky Phys. Rev. X, Volume 11, Issue 3, Pages 031059 (2021)…
Predicting the outputs of finite deep neural networks trained with noisy gradients
Gadi Naveh, Oded Ben David, Haim Sompolinsky, and Zohar Ringel Phys. Rev. E 104, 064301 (2021)…
Separability and geometry of object manifolds in deep neural networks
Cohen, U., Chung, S., Lee, D.D. et al. Nat Commun 11, 746 (2020)…