Ilya Nemenman

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Density Functional Theory

Electronic Health Record

Liquid Chromatography Tandem Mass Spectrometry

Top Venues

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

PLoS computational biology

Microbiology spectrum

This page only lists publications with an associated author ORCID identifier.

Publications

K Michael Martini, Satya Spandana Boddu, Ilya Nemenman, Nicole M Vega
Maximum likelihood estimators for colony-forming units. Microbiology spectrum 12 (9) (2024)
K Michael Martini, Satya Spandana Boddu, Ilya Nemenman, Nicole M Vega
Maximum likelihood estimators for colony-forming units. Microbiology spectrum (2024)
Ahmed Roman, Konstantine Palanski, Ilya Nemenman, William S Ryu
A dynamical model of C. elegans thermal preference reveals independent excitatory and inhibitory learning pathways. Proceedings of the National Academy of Sciences of the United States of America 120 (13) (2023)
Ahmed Roman, Konstantine Palanski, Ilya Nemenman, William S Ryu
A dynamical model of C. elegans thermal preference reveals independent excitatory and inhibitory learning pathways. Proceedings of the National Academy of Sciences of the United States of America 120 (13) (2023)
Damián G Hernández, Samuel J Sober, Ilya Nemenman
Unsupervised Bayesian Ising Approximation for decoding neural activity and other biological dictionaries. eLife 11 (2022)
Arish Alreja, Ilya Nemenman, Christopher J Rozell
Constrained brain volume in an efficient coding model explains the fraction of excitatory and inhibitory neurons in sensory cortices. PLoS computational biology 18 (1) (2022)
Catalina Rivera, David Hofmann, Ilya Nemenman
Inferring phenomenological models of first passage processes. PLoS computational biology 17 (3) (2021)
Audrey J Sederberg, Ilya Nemenman
Randomly connected networks generate emergent selectivity and predict decoding properties of large populations of neurons. PLoS computational biology 16 (5) (2020)
Bryan C Daniels, William S Ryu, Ilya Nemenman
Automated, predictive, and interpretable inference of Caenorhabditis elegans escape dynamics. Proceedings of the National Academy of Sciences of the United States of America 116 (15) (2019)
Baohua Zhou, David Hofmann, Itai Pinkoviezky, Samuel J Sober, Ilya Nemenman
Chance, long tails, and inference in a non-Gaussian, Bayesian theory of vocal learning in songbirds. Proceedings of the National Academy of Sciences of the United States of America 115 (36) (2018)
Xinxian Shao, Andrew Mugler, Justin Kim, Ha Jun Jeong, Bruce R Levin, Ilya Nemenman
Growth of bacteria in 3-d colonies. PLoS computational biology 13 (7) (2017)