Ilya Nemenman

Also affiliated with Living Systems (United States)

Biochemistry, Genetics and Molecular BiologyNeuroscienceComputer Science

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 24 papers. Top paper: “Unsupervised Bayesian Ising Approximation for decoding neural activity and other biological dictionaries”.

Unsupervised Bayesian Ising Approximation for decoding neural activity and other biological dictionaries

eLife(2022)10.7554/elife.68192

N/A

0.575DataRank · unranked

9 citations

Samuel J. Sober, Ilya Nemenman, Damián G Hernández

Universal Properties of Concentration Sensing in Large Ligand-Receptor Networks

Physical Review Letters(2020)10.1103/physrevlett.124.028101

N/A

0DataRank · unranked

15 citations

Ilya Nemenman, Vijay Singh

Precise spatial memory in local random networks

Physical review. E(2020)10.1103/physreve.102.022405

N/A

0DataRank · unranked

4 citations

H. G. E. Hentschel, Ilya Nemenman, Joseph L. Natale

Latent dynamical variables produce signatures of spatiotemporal criticality in large biological systems

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.08.19.256552

N/A

0DataRank · unranked

1 citations

Audrey Sederberg, Ilya Nemenman, Mia C. Morrell

Constrained brain volume in an efficient coding model explains the fraction of excitatory and inhibitory neurons in sensory cortices

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.09.17.299040

N/A

0DataRank · unranked

1 citations

Ilya Nemenman, Christopher J. Rozell, Arish Alreja

Latent Dynamical Variables Produce Signatures of Spatiotemporal Criticality in Large Biological Systems

Physical Review Letters(2021)10.1103/physrevlett.126.118302

N/A

0DataRank · unranked

41 citations

Audrey Sederberg, Ilya Nemenman, Mia C. Morrell

Constrained brain volume in an efficient coding model explains the fraction of excitatory and inhibitory neurons in sensory cortices

PLoS Computational Biology(2022)10.1371/journal.pcbi.1009642

N/A

0DataRank · unranked

40 citations

Ilya Nemenman, Christopher J. Rozell, Arish Alreja

Generative random latent features models and statistics of natural images

arXiv (Cornell University)(2022)10.48550/arxiv.2212.02987

N/A

0DataRank · unranked

0 citations

Ilya Nemenman, Philipp Fleig

Low-probability states, data statistics, and entropy estimation

Physical review. E(2023)10.1103/physreve.108.014101

N/A

0DataRank · unranked

4 citations

Ahmed Roman, Ilya Nemenman, Damián G Hernández

Neural criticality from effective latent variables

eLife(2023)10.7554/elife.89337

N/A

0DataRank · unranked

7 citations

Ilya Nemenman, Audrey Sederberg, Mia C. Morrell

Neural criticality from effective latent variables

eLife(2023)10.7554/elife.89337.1

N/A

0DataRank · unranked

3 citations

Ilya Nemenman, Audrey Sederberg, Mia C. Morrell

Neural criticality from effective latent variables

arXiv (Cornell University)(2023)10.48550/arxiv.2301.00759

N/A

0DataRank · unranked

2 citations

Ilya Nemenman, Audrey Sederberg, Mia C. Morrell

Extrinsic vs Intrinsic Criticality in Systems with Many Components

arXiv (Cornell University)(2023)10.48550/arxiv.2309.13898

N/A

0DataRank · unranked

1 citations

Ilya Nemenman, David J. Schwab, Vudtiwat Ngampruetikorn

Intrinsic Motivation in Dynamical Control Systems

PRX Life(2024)10.1103/prxlife.2.033009

N/A

0DataRank · unranked

7 citations

Ilya Nemenman, Daniel Polani, Naftali Tishby, Stas Tiomkin

Neural criticality from effective latent variables

eLife(2024)10.7554/elife.89337.2

N/A

0DataRank · unranked

1 citations

Ilya Nemenman, Audrey Sederberg, Mia C. Morrell

Machine learning that predicts well may not learn the correct physical descriptions of glassy systems

arXiv (Cornell University)(2024)10.48550/arxiv.2403.00751

N/A

0DataRank · unranked

0 citations

Sean A. Ridout, Ilya Nemenman, Arabind Swain

A mathematical model for ketosis-prone diabetes suggests the existence of multiple pancreatic β-cell inactivation mechanisms

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.06.04.597343

N/A

0DataRank · unranked

0 citations

Priyathama Vellanki, Ilya Nemenman, Sean A. Ridout

Millisecond-scale motor coding precedes sensorimotor learning in songbirds

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.27.615500

N/A

0DataRank · unranked

0 citations

Aanya Vusirikala, Ilya Nemenman, Samuel J. Sober, Michael Pasek, Leila May Pascual

Extrinsic vs intrinsic criticality in systems with many components

Physical Review Research(2025)10.1103/physrevresearch.7.013188

N/A

0DataRank · unranked

3 citations

Ilya Nemenman, David J. Schwab, Vudtiwat Ngampruetikorn

Hidden Data Structures and Statistics of Natural Images

PRX Life(2025)10.1103/8xd4-6hsr

N/A

0DataRank · unranked

1 citations

Ilya Nemenman, Philipp Fleig

Accurate Estimation of Mutual Information in High Dimensional Data

arXiv (Cornell University)(2025)10.48550/arxiv.2506.00330

N/A

0DataRank · unranked

1 citations

K. Michael Martini, Ilya Nemenman, Eslam Abdelaleem

Distribution of singular values in large sample cross-covariance matrices

arXiv (Cornell University)(2025)10.48550/arxiv.2502.05254

N/A

0DataRank · unranked

0 citations

Sean A. Ridout, Ilya Nemenman, Arabind Swain

Randomly connected networks generate emergent selectivity and predict decoding properties of large populations of neurons

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007875

N/A

0DataRank · unranked

21 citations

Ilya Nemenman, Audrey Sederberg

Distribution of singular values in large sample cross-covariance matrices

Physical review. E(2025)10.1103/nb6f-4b6p

N/A

0DataRank · unranked

0 citations

Sean A. Ridout, Ilya Nemenman, Arabind Swain