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Page 1
A deep learning framework for neuroscience.
Richards BA, Lillicrap TP, Beaudoin P, Bengio Y, Bogacz R, Christensen A, Clopath C, Costa RP, de Berker A, Ganguli S, Gillon CJ, Hafner D, Kepecs A, Kriegeskorte N, Latham P, Lindsay GW, Miller KD, Naud R, Pack CC, Poirazi P, Roelfsema P, Sacramento J, Saxe A, Scellier B, Schapiro AC, Senn W, Wayne G, Yamins D, Zenke F, Zylberberg J, Therien D, Kording KP. Richards BA, et al. Nat Neurosci. 2019 Nov;22(11):1761-1770. doi: 10.1038/s41593-019-0520-2. Epub 2019 Oct 28. Nat Neurosci. 2019. PMID: 31659335 Free PMC article. Review.
Theories of Error Back-Propagation in the Brain.
Whittington JCR, Bogacz R. Whittington JCR, et al. Trends Cogn Sci. 2019 Mar;23(3):235-250. doi: 10.1016/j.tics.2018.12.005. Epub 2019 Jan 28. Trends Cogn Sci. 2019. PMID: 30704969 Free PMC article. Review.
Learning the payoffs and costs of actions.
Möller M, Bogacz R. Möller M, et al. PLoS Comput Biol. 2019 Feb 28;15(2):e1006285. doi: 10.1371/journal.pcbi.1006285. eCollection 2019 Feb. PLoS Comput Biol. 2019. PMID: 30818357 Free PMC article.
Hunger improves reinforcement-driven but not planned action.
van Swieten MMH, Bogacz R, Manohar SG. van Swieten MMH, et al. Cogn Affect Behav Neurosci. 2021 Dec;21(6):1196-1206. doi: 10.3758/s13415-021-00921-w. Epub 2021 Oct 15. Cogn Affect Behav Neurosci. 2021. PMID: 34652602 Free PMC article.
41 results