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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.
Catalyzing next-generation Artificial Intelligence through NeuroAI.
Zador A, Escola S, Richards B, Ölveczky B, Bengio Y, Boahen K, Botvinick M, Chklovskii D, Churchland A, Clopath C, DiCarlo J, Ganguli S, Hawkins J, Körding K, Koulakov A, LeCun Y, Lillicrap T, Marblestone A, Olshausen B, Pouget A, Savin C, Sejnowski T, Simoncelli E, Solla S, Sussillo D, Tolias AS, Tsao D. Zador A, et al. Nat Commun. 2023 Mar 22;14(1):1597. doi: 10.1038/s41467-023-37180-x. Nat Commun. 2023. PMID: 36949048 Free PMC article. Review.
The neuroconnectionist research programme.
Doerig A, Sommers RP, Seeliger K, Richards B, Ismael J, Lindsay GW, Kording KP, Konkle T, van Gerven MAJ, Kriegeskorte N, Kietzmann TC. Doerig A, et al. Nat Rev Neurosci. 2023 Jul;24(7):431-450. doi: 10.1038/s41583-023-00705-w. Epub 2023 May 30. Nat Rev Neurosci. 2023. PMID: 37253949 Review.
Adult neurogenesis acts as a neural regularizer.
Tran LM, Santoro A, Liu L, Josselyn SA, Richards BA, Frankland PW. Tran LM, et al. Among authors: richards ba. Proc Natl Acad Sci U S A. 2022 Nov 8;119(45):e2206704119. doi: 10.1073/pnas.2206704119. Epub 2022 Nov 2. Proc Natl Acad Sci U S A. 2022. PMID: 36322739 Free PMC article.
Responses of pyramidal cell somata and apical dendrites in mouse visual cortex over multiple days.
Gillon CJ, Lecoq JA, Pina JE, Ahmed R, Billeh YN, Caldejon S, Groblewski P, Henley TM, Kato I, Lee E, Luviano J, Mace K, Nayan C, Nguyen TV, North K, Perkins J, Seid S, Valley MT, Williford A, Bengio Y, Lillicrap TP, Zylberberg J, Richards BA. Gillon CJ, et al. Among authors: richards ba. Sci Data. 2023 May 17;10(1):287. doi: 10.1038/s41597-023-02214-y. Sci Data. 2023. PMID: 37198203 Free PMC article.
65 results