Haim Sompolinsky

Affiliations

Center for Brain Science, Harvard University, Cambridge, Massachusetts, United States of America.
The Edmond and Lily Safra Center for Brain Sciences, Hebrew University, Jerusalem, Israel.

Publications (19)

Functional diversity among sensory neurons from efficient coding principles.

PLoS computational biology

Avec: Julijana Gjorgjieva , Markus Meister , Haim Sompolinsky

Young adult-born neurons improve odor coding by mitral cells.

Nature communications

Avec: H Shani-Narkiss , A Vinograd , I D Landau , G Tasaka , N Yayon , S Terletsky , M Groysman , I Maor , H Sompolinsky , A Mizrahi

Associative memory of structured knowledge.

Scientific reports

Avec: Julia Steinberg , Haim Sompolinsky

High-dimensional dynamics of generalization error in neural networks.

Neural networks : the official journal of the International Neural Network Society

Avec: Madhu S Advani , Andrew M Saxe , Haim Sompolinsky

Soft-margin classification of object manifolds.

Physical review. E

Avec: Uri Cohen , Haim Sompolinsky

Optimal Quadratic Binding for Relational Reasoning in Vector Symbolic Neural Architectures.

Neural computation

Avec: Naoki Hiratani , Haim Sompolinsky

Deciphering the mysteries of the neural code.

Danish medical journal

Avec: Haim Sompolinsky

Representations and generalization in artificial and brain neural networks.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Qianyi Li , Ben Sorscher , Haim Sompolinsky

Neural Correlates of Learning Pure Tones or Natural Sounds in the Auditory Cortex.

Frontiers in neural circuits

Avec: Ido Maor , Ravid Shwartz-Ziv , Libi Feigin , Yishai Elyada , Haim Sompolinsky , Adi Mizrahi

Separability and geometry of object manifolds in deep neural networks.

Nature communications

Avec: Uri Cohen , SueYeon Chung , Daniel D Lee , Haim Sompolinsky

New role for circuit expansion for learning in neural networks.

Physical review. E

Avec: Julia Steinberg , Madhu Advani , Haim Sompolinsky

Neural representational geometry underlies few-shot concept learning.

Proceedings of the National Academy of Sciences of the United States of America

Avec: Ben Sorscher , Surya Ganguli , Haim Sompolinsky

Stochastic consolidation of lifelong memory.

Scientific reports

Avec: Nimrod Shaham , Jay Chandra , Gabriel Kreiman , Haim Sompolinsky

Error monitoring when no errors are possible: Arbitrary free-choice decisions invoke error monitoring processes.

iScience

Avec: Ariel Furstenberg , Haim Sompolinsky , Leon Y Deouell

Effect of Aging on Change of Intention.

Frontiers in human neuroscience

Avec: Ariel Furstenberg , Callum D Dewar , Haim Sompolinsky , Robert T Knight , Leon Y Deouell

Locally ordered representation of 3D space in the entorhinal cortex.

Nature

Avec: Gily Ginosar , Johnatan Aljadeff , Yoram Burak , Haim Sompolinsky , Liora Las , Nachum Ulanovsky

Predicting the outputs of finite deep neural networks trained with noisy gradients.

Physical review. E

Avec: Gadi Naveh , Oded Ben David , Haim Sompolinsky , Zohar Ringel

The spectrum of covariance matrices of randomly connected recurrent neuronal networks with linear dynamics.

PLoS computational biology

Avec: Yu Hu , Haim Sompolinsky

Minimum perturbation theory of deep perceptual learning.

Physical review. E

Avec: Haozhe Shan , Haim Sompolinsky

Réseau de co-auteurs

Julia Steinberg 2 collaborations

Uri Cohen 2 collaborations

Ben Sorscher 2 collaborations

Ariel Furstenberg 2 collaborations

Leon Y Deouell 2 collaborations

Julijana Gjorgjieva 1 collaboration

Markus Meister 1 collaboration

H Shani-Narkiss 1 collaboration

A Vinograd 1 collaboration

I D Landau 1 collaboration

G Tasaka 1 collaboration

N Yayon 1 collaboration

S Terletsky 1 collaboration

M Groysman 1 collaboration

I Maor 1 collaboration

H Sompolinsky 1 collaboration

A Mizrahi 1 collaboration

Madhu S Advani 1 collaboration

Andrew M Saxe 1 collaboration

Naoki Hiratani 1 collaboration

Qianyi Li 1 collaboration

Ido Maor 1 collaboration

Ravid Shwartz-Ziv 1 collaboration

Libi Feigin 1 collaboration

Yishai Elyada 1 collaboration

Adi Mizrahi 1 collaboration

SueYeon Chung 1 collaboration

Daniel D Lee 1 collaboration

Madhu Advani 1 collaboration

Surya Ganguli 1 collaboration

Nimrod Shaham 1 collaboration

Jay Chandra 1 collaboration

Gabriel Kreiman 1 collaboration

Callum D Dewar 1 collaboration

Robert T Knight 1 collaboration

Gily Ginosar 1 collaboration

Johnatan Aljadeff 1 collaboration

Yoram Burak 1 collaboration

Liora Las 1 collaboration

Nachum Ulanovsky 1 collaboration

Gadi Naveh 1 collaboration

Oded Ben David 1 collaboration

Zohar Ringel 1 collaboration

Yu Hu 1 collaboration

Haozhe Shan 1 collaboration