Ilya Nemenman - researchr alias

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Viewing Publication 1 - 16 from 16

2022

Constrained brain volume in an efficient coding model explains the fraction of excitatory and inhibitory neurons in sensory corticesArish Alreja, Ilya Nemenman, Christopher J. Rozell. ploscb, 18(1), 2022. [doi]

2021

Inferring phenomenological models of first passage processesCatalina Rivera, David Hofmann, Ilya Nemenman. ploscb, 17(3), 2021. [doi]

2020

Randomly connected networks generate emergent selectivity and predict decoding properties of large populations of neuronsAudrey Sederberg, Ilya Nemenman. ploscb, 16(5), 2020. [doi]

2017

Growth of bacteria in 3-d coloniesXinxian Shao, Andrew Mugler, Justin Kim, Ha Jun Jeong, Bruce R. Levin, Ilya Nemenman. ploscb, 13(7), 2017. [doi]

Simple biochemical networks allow accurate sensing of multiple ligands with a single receptorVijay Singh, Ilya Nemenman. ploscb, 13(4), 2017. [doi]

2016

Stereotypical Escape Behavior in Caenorhabditis elegans Allows Quantification of Effective Heat Stimulus LevelKawai Leung, Aylia Mohammadi, William S. Ryu, Ilya Nemenman. ploscb, 12(12), 2016. [doi]

2011

Mass Conservation and Inference of Metabolic Networks from High-Throughput Mass Spectrometry DataPradeep Bandaru, Mukesh Bansal, Ilya Nemenman. jcb, 18(2):147-154, 2011. [doi]

Model Cortical Association Fields Account for the Time Course and Dependence on Target Complexity of Human Contour PerceptionVadas Gintautas, Michael I. Ham, Benjamin Kunsberg, Shawn Barr, Steven P. Brumby, Craig Rasmussen, John S. George, Ilya Nemenman, Luís M. A. Bettencourt, Garrett T. Kenyon. ploscb, 7(10), 2011. [doi]

2009

Adiabatic coarse-graining and simulations of stochastic biochemical networksNikolai Sinitsyn, Nicolas W. Hengartner, Ilya Nemenman. pnas, 106(26):10546-10551, 2009. [doi]

2008

Neural Coding of Natural Stimuli: Information at Sub-Millisecond ResolutionIlya Nemenman, Geoffrey D. Lewen, William Bialek, Robert R. de Ruyter van Steveninck. ploscb, 4(3), 2008. [doi]

2006

ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular ContextAdam A. Margolin, Ilya Nemenman, Katia Basso, Chris Wiggins, Gustavo Stolovitzky, Riccardo Dalla Favera, Andrea Califano. bmcbi, 7(S-1), 2006. [doi]

Genome-Wide Discovery of Modulators of Transcriptional Interactions in Human B LymphocytesKai Wang, Ilya Nemenman, Nilanjana Banerjee, Adam A. Margolin, Andrea Califano. recomb 2006: 348-362 [doi]

2005

Fluctuation-Dissipation Theorem and Models of LearningIlya Nemenman. neco, 17(9):2006-2033, 2005. [doi]

2001

Predictability, Complexity, and LearningWilliam Bialek, Ilya Nemenman, Naftali Tishby. neco, 13(11):2409-2463, 2001. [doi]

Entropy and Inference, RevisitedIlya Nemenman, F. Shafee, William Bialek. nips 2001: 471-478 [doi]

2000

Learning Continuous Distributions: Simulations With Field Theoretic PriorsIlya Nemenman, William Bialek. nips 2001: 287-293

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