Faculty

Institution

Unit

Venue

Ilya Nemenman

Samuel Candler Dobbs Professor

Emory University

Affiliations

Emory College of Arts and Sciences

Neuroscience and Behavioral Biology

Physics

Ilya Nemenman is currently serving as an Emory College Of Arts And Sciences Samuel Candler Dobbs Professor at Emory University.

Honors

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Experiences

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Education

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Ilya Nemenman

Emory University

Samuel Candler Dobbs Professor

You can click a keyword to filter the displayed items

neuroscience systems biology biophysics machine learning computational neuroscience computational biology physics cognitive neuroscience theoretical biology systems neuroscience information theory statistical inference bioinformatics electrophysiology avian biology adaptation cellular information processing bayesian analysis mammalian biology entropy neurodynamics bayesian inference genome biology environmental microbiology mathematical bioscience neural science estimation theory learning theory computational learning theory phenology network theory biological computation multiple ligands completion time distributions scientometrics gene regulation reverse engineering epigenomics brain science supervised learning motor systems bacteriology sub-millisecond resolution neural coding multivariate dependence continuous distributions accurate sensing single receptor statistical properties caenorhabditis elegans large data sets special section speech processing numerical simulations statistical software animal physiology boundary value problems hearing research computational genomics predictive learning predictability protocol analysis bayesian hierarchical modeling genotype-phenotype association microbial genetics host genetics protein genetics population ecology speech motor control speech production transcription regulation general relativity gravitational waves mammalian cellular context information transduction capacity sampling problem cognitive science biological systems biosystems quantitative biology biocybernetics

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distribution of Singular Values in Large Sample Cross-Covariance Matrices. Physical review. E (2025)

statistical methodologyasymptotic analysissingular valuesrandom matrixmatrix analysismatrix theorystatistical inferencestatisticshigh-dimensional statistics

Extrinsic vs Intrinsic Criticality in Systems With Many Components. Physical Review Research (2025)

Vudtiwat NgampruetikornIlya NemenmanDavid J Schwab

systems biologymany componentssystems engineeringsystems neuroscience

Randomness With Constraints: Constructing Minimal Models for High-Dimensional Biology.. PubMed (2025)

biostatisticsbiological modelscomputational biologymathematical biosciencehigh-dimensional biologytheoretical biologymathematical biologybiosystemsmathematical biophysicsquantitative biologystatistical inference

Variance in C. Elegans Gut Bacterial Load Suggests Complex Host-Microbe Dynamics. PLoS Computational Biology (2025)

clinical microbiologyhost-microbe interactionsdysbiosiscomplex host-microbe dynamicsbacterial loadmicrobiologybiologybacteriagut microbesc. elegansmicrobial diversitymicrobiomemicrobial ecologymicrobial pathogenesis

A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. (2024)

molecular and cellular biologyketosis-prone diabetesdiabetes mellitusphysiologycell signalingcell biologycellular physiologymathematical modelsdiabetes researchinsulin signalingsystems biologysignal transductiondiabetes

A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Sean A. RidoutPriyathama VellankiIlya Nemenman

ketosis-prone diabetesmathematical biologyimmunologymolecular biologysystems biologyendocrinologydiabetes

Author Response: A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. (2024)

Sean A RidoutPriyathama VellankiIlya Nemenman

molecular and cellular biologychronic diseasesimmunologyauthor responsemathematical biosciencediabetes mellituscell signalingdiabetes researchbiologyinsulin signalingbiomedical modelingartificial pancreasketosis-prone diabetesdiabetic medicinesystems biologydiabetesdiabetes careinsulin managementmathematical biologydiabetes therapies

Author Response: Neural Criticality From Effective Latent Variables. (2024)

Mia C MorrellIlya NemenmanAudrey Sederberg

cognitive neuroscienceneural criticalityneurosciencelatent variable modelseffective latent variablesauthor response

Ballistic Deposition With Memory: A New Universality Class of Surface Growth With a New Scaling Law. Physical Review Research (2024)

Ahmed RomanRuomin ZhuIlya Nemenman

ballistic depositionsurface growthmemorymaterials science

Bayesian Estimation of the Kullback-Leibler Divergence for Categorical Systems Using Mixtures of Dirichlet Priors. Physical review. E (2024)

Francesco CamagliaIlya NemenmanThierry MoraAleksandra M. Walczak

categorical systemsclusteringphysicsdirichlet priorsbayesian estimationkullback-leibler divergence

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Ilya Nemenman

Samuel Candler Dobbs Professor

Emory University

Affiliations

Emory College of Arts and Sciences

Neuroscience and Behavioral Biology

Physics

Ilya Nemenman is currently serving as an Emory College Of Arts And Sciences Samuel Candler Dobbs Professor at Emory University.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Ilya Nemenman

Emory University

Samuel Candler Dobbs Professor

You can click a keyword to filter the displayed items

Video Presentations

Notable Scholarly Works

Notable Federal Grants

Collaborators

Distribution of Singular Values in Large Sample Cross-Covariance Matrices. Physical review. E (2025)

statistical methodologyasymptotic analysissingular valuesrandom matrixmatrix analysismatrix theorystatistical inferencestatisticshigh-dimensional statistics

Extrinsic vs Intrinsic Criticality in Systems With Many Components. Physical Review Research (2025)

Vudtiwat NgampruetikornIlya NemenmanDavid J Schwab

systems biologymany componentssystems engineeringsystems neuroscience

Randomness With Constraints: Constructing Minimal Models for High-Dimensional Biology.. PubMed (2025)

Variance in C. Elegans Gut Bacterial Load Suggests Complex Host-Microbe Dynamics. PLoS Computational Biology (2025)

A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. (2024)

A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. bioRxiv (Cold Spring Harbor Laboratory) (2024)

Sean A. RidoutPriyathama VellankiIlya Nemenman

ketosis-prone diabetesmathematical biologyimmunologymolecular biologysystems biologyendocrinologydiabetes

Author Response: A Mathematical Model for Ketosis-Prone Diabetes Suggests the Existence of Multiple Pancreatic β-Cell Inactivation Mechanisms. (2024)

Sean A RidoutPriyathama VellankiIlya Nemenman

Author Response: Neural Criticality From Effective Latent Variables. (2024)

Mia C MorrellIlya NemenmanAudrey Sederberg

cognitive neuroscienceneural criticalityneurosciencelatent variable modelseffective latent variablesauthor response

Ballistic Deposition With Memory: A New Universality Class of Surface Growth With a New Scaling Law. Physical Review Research (2024)

Ahmed RomanRuomin ZhuIlya Nemenman

ballistic depositionsurface growthmemorymaterials science

Bayesian Estimation of the Kullback-Leibler Divergence for Categorical Systems Using Mixtures of Dirichlet Priors. Physical review. E (2024)

Francesco CamagliaIlya NemenmanThierry MoraAleksandra M. Walczak

categorical systemsclusteringphysicsdirichlet priorsbayesian estimationkullback-leibler divergence

1
2
3
4
5
21
10 / page