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Surprise and novelty in the brain.
Curr Opin Neurobiol. 2023 Oct;82:102758. doi: 10.1016/j.conb.2023.102758. Epub 2023 Aug 22.
Curr Opin Neurobiol. 2023.
PMID: 37619425
Free article.
Review.
Learning in Volatile Environments With the Bayes Factor Surprise.
Liakoni V, Modirshanechi A, Gerstner W, Brea J.
Liakoni V, et al. Among authors: modirshanechi a.
Neural Comput. 2021 Feb;33(2):269-340. doi: 10.1162/neco_a_01352. Epub 2021 Jan 5.
Neural Comput. 2021.
PMID: 33400898
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Rapid suppression and sustained activation of distinct cortical regions for a delayed sensory-triggered motor response.
Esmaeili V, Tamura K, Muscinelli SP, Modirshanechi A, Boscaglia M, Lee AB, Oryshchuk A, Foustoukos G, Liu Y, Crochet S, Gerstner W, Petersen CCH.
Esmaeili V, et al. Among authors: modirshanechi a.
Neuron. 2021 Jul 7;109(13):2183-2201.e9. doi: 10.1016/j.neuron.2021.05.005. Epub 2021 Jun 1.
Neuron. 2021.
PMID: 34077741
Free PMC article.
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Novelty is not surprise: Human exploratory and adaptive behavior in sequential decision-making.
Xu HA, Modirshanechi A, Lehmann MP, Gerstner W, Herzog MH.
Xu HA, et al. Among authors: modirshanechi a.
PLoS Comput Biol. 2021 Jun 3;17(6):e1009070. doi: 10.1371/journal.pcbi.1009070. eCollection 2021 Jun.
PLoS Comput Biol. 2021.
PMID: 34081705
Free PMC article.
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Brain signals of a Surprise-Actor-Critic model: Evidence for multiple learning modules in human decision making.
Liakoni V, Lehmann MP, Modirshanechi A, Brea J, Lutti A, Gerstner W, Preuschoff K.
Liakoni V, et al. Among authors: modirshanechi a.
Neuroimage. 2022 Feb 1;246:118780. doi: 10.1016/j.neuroimage.2021.118780. Epub 2021 Dec 5.
Neuroimage. 2022.
PMID: 34875383
Free article.
Item in Clipboard
Curiosity-driven exploration: foundations in neuroscience and computational modeling.
Modirshanechi A, Kondrakiewicz K, Gerstner W, Haesler S.
Modirshanechi A, et al.
Trends Neurosci. 2023 Dec;46(12):1054-1066. doi: 10.1016/j.tins.2023.10.002. Epub 2023 Nov 2.
Trends Neurosci. 2023.
PMID: 37925342
Free article.
Review.
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Trial-by-trial surprise-decoding model for visual and auditory binary oddball tasks.
Modirshanechi A, Kiani MM, Aghajan H.
Modirshanechi A, et al.
Neuroimage. 2019 Aug 1;196:302-317. doi: 10.1016/j.neuroimage.2019.04.028. Epub 2019 Apr 11.
Neuroimage. 2019.
PMID: 30980899
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Distributed and specific encoding of sensory, motor, and decision information in the mouse neocortex during goal-directed behavior.
Oryshchuk A, Sourmpis C, Weverbergh J, Asri R, Esmaeili V, Modirshanechi A, Gerstner W, Petersen CCH, Crochet S.
Oryshchuk A, et al. Among authors: modirshanechi a.
Cell Rep. 2024 Jan 23;43(1):113618. doi: 10.1016/j.celrep.2023.113618. Epub 2023 Dec 26.
Cell Rep. 2024.
PMID: 38150365
Free article.
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