Haim Sompolinsky

Also affiliated with Harvard University, Hebrew University of Jerusalem, Harvard University Press, Edmond and Lily Safra Children's Hospital, Center for Pain and the Brain

NeuroscienceComputer SciencePhysics and Astronomy

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 13 papers. Top paper: “Separability and geometry of object manifolds in deep neural networks”.

Separability and geometry of object manifolds in deep neural networks

Nature Communications(2020)10.1038/s41467-020-14578-5

N/A

0DataRank · unranked

185 citations

SueYeon Chung, Daniel D. Lee, Haim Sompolinsky, Uri Cohen

Object manifold geometry across the mouse cortical visual hierarchy

eLife(2020)10.1101/2020.08.20.258798

N/A

0DataRank · unranked

45 citations

Uri Cohen, Maria Diamantaki, Saumil Patel, Zheng Tan, Taliah Muhammad +6 more

The spectrum of covariance matrices of randomly connected recurrent neuronal networks

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.08.31.274936

N/A

0DataRank · unranked

8 citations

Haim Sompolinsky, Yu Hu

Statistical Mechanics of Deep Linear Neural Networks: The Backpropagating Kernel Renormalization

Physical Review X(2021)10.1103/physrevx.11.031059

N/A

0DataRank · unranked

48 citations

Haim Sompolinsky, Qianyi Li

Macroscopic fluctuations emerge in balanced networks with incomplete recurrent alignment

Physical Review Research(2021)10.1103/physrevresearch.3.023171

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0DataRank · unranked

22 citations

Haim Sompolinsky, Itamar D. Landau

New role for circuit expansion for learning in neural networks

Physical review. E(2021)10.1103/physreve.103.022404

N/A

0DataRank · unranked

3 citations

Madhu Advani, Haim Sompolinsky, Julia Steinberg

The Geometry of Concept Learning

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.03.21.436284

N/A

0DataRank · unranked

10 citations

Surya Ganguli, Haim Sompolinsky, Ben Sorscher

Stochastic Consolidation of Lifelong Memory

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.24.457446

N/A

0DataRank · unranked

5 citations

Jay Chandra, Gabriel Kreiman, Haim Sompolinsky, Nimrod Shaham

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

PLoS Computational Biology(2022)10.1371/journal.pcbi.1010327

N/A

0DataRank · unranked

37 citations

Haim Sompolinsky, Yu Hu

Associative memory of structured knowledge

Scientific Reports(2022)10.1038/s41598-022-25708-y

N/A

0DataRank · unranked

24 citations

Haim Sompolinsky, Julia Steinberg

Stochastic consolidation of lifelong memory

Scientific Reports(2022)10.1038/s41598-022-16407-9

N/A

0DataRank · unranked

11 citations

Jay Chandra, Gabriel Kreiman, Haim Sompolinsky, Nimrod Shaham

Soft-margin classification of object manifolds

Physical review. E(2022)10.1103/physreve.106.024126

N/A

0DataRank · unranked

1 citations

Haim Sompolinsky, Uri Cohen

Associative memory of structured knowledge

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.02.22.481380

N/A

0DataRank · unranked

5 citations

Haim Sompolinsky, Julia Steinberg