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Page 1
Computational Neuroethology: A Call to Action.
Datta SR, Anderson DJ, Branson K, Perona P, Leifer A. Datta SR, et al. Neuron. 2019 Oct 9;104(1):11-24. doi: 10.1016/j.neuron.2019.09.038. Neuron. 2019. PMID: 31600508 Free PMC article. Review.
Spontaneous behaviour is structured by reinforcement without explicit reward.
Markowitz JE, Gillis WF, Jay M, Wood J, Harris RW, Cieszkowski R, Scott R, Brann D, Koveal D, Kula T, Weinreb C, Osman MAM, Pinto SR, Uchida N, Linderman SW, Sabatini BL, Datta SR. Markowitz JE, et al. Nature. 2023 Feb;614(7946):108-117. doi: 10.1038/s41586-022-05611-2. Epub 2023 Jan 18. Nature. 2023. PMID: 36653449 Free PMC article.
Rational inattention and tonic dopamine.
Mikhael JG, Lai L, Gershman SJ. Mikhael JG, et al. PLoS Comput Biol. 2021 Mar 24;17(3):e1008659. doi: 10.1371/journal.pcbi.1008659. eCollection 2021 Mar. PLoS Comput Biol. 2021. PMID: 33760806 Free PMC article.
Policy complexity suppresses dopamine responses.
Gershman SJ, Lak A. Gershman SJ, et al. bioRxiv [Preprint]. 2024 Sep 16:2024.09.15.613150. doi: 10.1101/2024.09.15.613150. bioRxiv. 2024. PMID: 39345642 Free PMC article. Preprint.
Statistical neuroscience in the single trial limit.
Williams AH, Linderman SW. Williams AH, et al. Curr Opin Neurobiol. 2021 Oct;70:193-205. doi: 10.1016/j.conb.2021.10.008. Epub 2021 Nov 30. Curr Opin Neurobiol. 2021. PMID: 34861596 Review.
Undermatching Is a Consequence of Policy Compression.
Bari BA, Gershman SJ. Bari BA, et al. J Neurosci. 2023 Jan 18;43(3):447-457. doi: 10.1523/JNEUROSCI.1003-22.2022. Epub 2022 Dec 6. J Neurosci. 2023. PMID: 36639891 Free PMC article.
48 results