ES
Elad Schneidman
Models, Neurologicalneuroscienceq-bio.NCSocial Behaviorphysics.bio-phCaenorhabditis elegansAlgorithmsbehavioral modelingcollective behaviorcond-mat.stat-mech
On Valency
published · living versionsW_dqsrnypz·v1 · currentpublished
Stimulus-dependent maximum entropy models of neural population codes
with Einat Granot-Atedgi, Gašper Tkačik, Ronen Segev
1 version
Preprints & journals
70 papers in the corpus · 1997–2026Learning the wiring rules of a mammalian cortical column10.64898/2026.07.09.737432v1 · Richter, O., Schneidman, E.2026 · 0 citationsbioRxiv
Building the connectome of a small brain with a simple stochastic developmental generative model.41252150 · Richter, Oren, Schneidman, Elad2025 · 1 citationProceedings of the National Academy of Sciences of the United States of America. 2025;122(47):e2504913122
Decoding sexual dimorphism of the sex-shared nervous system at single-neuron resolution.40644535 · Haque, Rizwanul, Setty, Hagar, Lorenzo, Ramiro et al.2025 · 9 citationsScience advances. 2025;11(28):eadv9106
Decoding sexual dimorphism of the sex-shared nervous system at single-neuron resolution10.1101/2024.12.27.630541v2 · Haque, R., Setty, H., Lorenzo, R. et al.2024 · 12 citationsbioRxiv
Homeostatic synaptic normalization optimizes learning in network models of neural population codes.39680435 · Mayzel, Jonathan, Schneidman, Elad2024 · 2 citationseLife. 2024;13
Correction: High-order social interactions in groups of mice.24920500 · Shemesh, Yair, Sztainberg, Yehezkel, Forkosh, Oren et al.2024 · 8 citationseLife. 2014;3:e03602
Homeostatic synaptic normalization optimizes learning in network models of neural population codes10.1101/2023.03.05.530392v3 · Mayzel, J., Schneidman, E.2023 · 3 citationsbioRxiv
Building a small brain with a simple stochastic generative model10.1101/2024.07.01.601562v1 · Richter, O., Schneidman, E.2024 · 0 citationsbioRxiv
Estimating the Unique Information of Continuous Variables.35645551 · Pakman, Ari, Nejatbakhsh, Amin, Gilboa, Dar et al.2024 · 10 citationsAdvances in neural information processing systems. 2021;34:20295-20307
The structure and function of neural connectomes are shaped by a small number of design principles10.1101/2023.03.15.532611v1 · Haber, A., Wanner, A., Friedrich, R. W. et al.2023 · 11 citationsbioRxiv
Reprogramming the topology of the nociceptive circuit in C. elegans reshapes sexual behavior.36075218 · Pechuk, Vladyslava, Goldman, Gal, Salzberg, Yehuda et al.2022 · 51 citationsCurrent biology : CB. 2022;32(20):4372-4385.e7
The computational and learning benefits of Daleian neural networks2210.05961v1 · Adam Haber, Elad Schneidman2022 · 5 citationsarXiv
Discrete modes of social information processing predict individual behavior of fish in a group1703.03065v1 · Roy Harpaz, Gasper Tkacik, Elad Schneidman2017 · 56 citationsarXivon Valency
Sex-specific topology of the nociceptive circuit shapes dimorphic behavior in C. elegans10.1101/2021.12.14.472335v1 · Pechuk, V., Goldman, G., Salzberg, Y. et al.2021 · 3 citationsbioRxiv
Estimating the Unique Information of Continuous Variables2102.00218v5 · Ari Pakman, Amin Nejatbakhsh, Dar Gilboa et al.2021 · 10 citationsNeurIPS 2021
Social interactions drive efficient foraging and income equality in groups of fish.32838839 · Harpaz, Roy, Schneidman, Elad2021 · 61 citationseLife. 2020;9
The geometry of neuronal representations during rule learning reveals complementary roles of cingulate cortex and putamen.33484641 · Cohen, Yarden, Schneidman, Elad, Paz, Rony2021 · 26 citationsNeuron. 2021;109(5):839-851.e9
Author Correction: Dynamics of social representation in the mouse prefrontal cortex.32127691 · Levy, Dana Rubi, Tamir, Tal, Kaufman, Maya et al.2021 · 0 citationsNature neuroscience. 2020;23(4):594
Learning probabilistic neural representations with randomly connected circuits.32948691 · Maoz, Ori, Tkačik, Gašper, Esteki, Mohamad Saleh et al.2020 · 52 citationsProceedings of the National Academy of Sciences of the United States of America. 2020;117(40):25066-25073
Generalization of Object Localization From Whiskers to Other Body Parts in Freely Moving Rats.31736724 · Deutsch, David, Schneidman, Elad, Ahissar, Ehud2020 · 2 citationsFrontiers in integrative neuroscience. 2019;13:64
Social interactions drive efficient foraging and income equality in groups of fish10.1101/740886v2 · Harpaz, R., Schneidman, E.2019 · 61 citationsbioRxiv
Collective Learning by Ensembles of Altruistic Diversifying Neural Networks2006.11671v1 · Benjamin Brazowski, Elad Schneidman2020 · 5 citationsarXiv
A geometric representation unveils learning dynamics in primate neurons10.1101/561670v4 · Cohen, Y., Schneidman, E., Paz, R.2019 · 0 citationsbioRxiv
Learning the architectural features that predict functional similarity of neural networks10.1101/2020.04.27.057752v1 · Haber, A., Schneidman, E.2020 · 17 citationsbioRxiv
Dynamics of social representation in the mouse prefrontal cortex.31768051 · Levy, Dana Rubi, Tamir, Tal, Kaufman, Maya et al.2020 · 147 citationsNature neuroscience. 2019;22(12):2013-2022
Strongly correlated spatiotemporal encoding and simple decoding in the prefrontal cortex10.1101/693192v1 · Karpas, E. D., Maoz, O., Kiani, R. et al.2019 · 14 citationsbioRxiv
Learning probabilistic representations with randomly connected neural circuits10.1101/478545v1 · Maoz, O., Esteki, M. S., Tkacik, G. et al.2018 · 4 citationsbioRxiv
Probabilistic models of individual and collective animal behavior1708.00385v1 · Katarina Bodova, Gabriel J. Mitchell, Roy Harpaz et al.2017 · 31 citationsarXiv
Information socialtaxis and efficient collective behavior emerging in groups of information-seeking agents.28507154 · Karpas, Ehud D, Shklarsh, Adi, Schneidman, Elad2018 · 40 citationsProceedings of the National Academy of Sciences of the United States of America. 2017;114(22):5589-5594
Dynamics of social representation in the mouse prefrontal cortex10.1101/321182v1 · Levy, D. R., Tamir, T., Kaufman, M. et al.2018 · 147 citationsbioRxiv
Towards the design principles of neural population codes.27016639 · Schneidman, Elad2018 · 43 citationsCurrent opinion in neurobiology. 2016;37:133-140
Ucn3 and CRF-R2 in the medial amygdala regulate complex social dynamics.27428651 · Shemesh, Yair, Forkosh, Oren, Mahn, Mathias et al.2017 · 106 citationsNature neuroscience. 2016;19(11):1489-1496
Network information and connected correlationsphysics/0307072v1 · Elad Schneidman, Susanne Still, Michael J. Berry II et al.2003 · 329 citationsPhys. Rev. Lett. 91, 238701:1-4 (2003)
A thesaurus for a neural population code.26347983 · Ganmor, Elad, Segev, Ronen, Schneidman, Elad2016 · 67 citationseLife. 2015;4
High-order social interactions in groups of mice.24015357 · Shemesh, Yair, Sztainberg, Yehezkel, Forkosh, Oren et al.2015 · 250 citationseLife. 2013;2:e00759
Adaptive colour contrast coding in the salamander retina efficiently matches natural scene statistics.24205373 · Vasserman, Genadiy, Schneidman, Elad, Segev, Ronen2015 · 8 citationsPloS one. 2013;8(10):e79163
Retinal adaptation and invariance to changes in higher-order stimulus statistics1201.3552v1 · Gasper Tkacik, Anandamohan Ghosh, Elad Schneidman et al.2012 · 20 citationsPLOS One 9 (2014): e85841
Searching for collective behavior in a network of real neurons1306.3061v1 · Gasper Tkacik, Olivier Marre, Dario Amodei et al.2013 · 278 citationsPLOS Comput Biol 10 (2014): e1003408on Valency
Stimulus-dependent maximum entropy models of neural population codes1205.6438v1 · Einat Granot-Atedgi, Gasper Tkacik, Ronen Segev et al.2012 · 127 citationsPLoS Comput Biol 9 (2013): e1002922on Valency
Retinal metric: a stimulus distance measure derived from population neural responses1205.6598v2 · Gasper Tkacik, Einat Granot-Atedgi, Ronen Segev et al.2012 · 25 citationsPhys Rev Lett 110 (2013): 058104
Retinal metric: a stimulus distance measure derived from population neural responses.23414051 · Tkačik, Gašper, Granot-Atedgi, Einat, Segev, Ronen et al.2013 · 24 citationsPhysical review letters. 2013;110(5):058104
Fast feedback in active sensing: touch-induced changes to whisker-object interaction.23028512 · Deutsch, Dudi, Pietr, Maciej, Knutsen, Per Magne et al.2013 · 75 citationsPloS one. 2012;7(9):e44272
High-order feature-based mixture models of classification learning predict individual learning curves and enable personalized teaching.23269833 · Cohen, Yarden, Schneidman, Elad2013 · 9 citationsProceedings of the National Academy of Sciences of the United States of America. 2013;110(2):684-9
Perceptual convergence of multi-component mixtures in olfaction implies an olfactory white.23169632 · Weiss, Tali, Snitz, Kobi, Yablonka, Adi et al.2013 · 148 citationsProceedings of the National Academy of Sciences of the United States of America. 2012;109(49):19959-64
The natural variation of a neural code.22427973 · Kfir, Yoav, Renan, Ittai, Schneidman, Elad et al.2012 · 3 citationsPloS one. 2012;7(3):e33149
Smart swarms of bacteria-inspired agents with performance adaptable interactions.21980274 · Shklarsh, Adi, Ariel, Gil, Schneidman, Elad et al.2012 · 78 citationsPLoS computational biology. 2011;7(9):e1002177
Synergy from silence in a combinatorial neural code.22049416 · Schneidman, Elad, Puchalla, Jason L, Segev, Ronen et al.2011 · 89 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2011;31(44):15732-41
Neural activity at the human olfactory epithelium reflects olfactory perception.21946326 · Lapid, Hadas, Shushan, Sagit, Plotkin, Anton et al.2011 · 103 citationsNature neuroscience. 2011;14(11):1455-61
Sparse low-order interaction network underlies a highly correlated and learnable neural population code.21602497 · Ganmor, Elad, Segev, Ronen, Schneidman, Elad2011 · 276 citationsProceedings of the National Academy of Sciences of the United States of America. 2011;108(23):9679-84
The architecture of functional interaction networks in the retina.21414925 · Ganmor, Elad, Segev, Ronen, Schneidman, Elad2011 · 102 citationsThe Journal of neuroscience : the official journal of the Society for Neuroscience. 2011;31(8):3044-54
Career total: 91 works. 70 are in this corpus.Showing the 50 most recent.
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