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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.
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. Among authors: richards b. 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.
Towards deep learning with segregated dendrites.
Guerguiev J, Lillicrap TP, Richards BA. Guerguiev J, et al. Elife. 2017 Dec 5;6:e22901. doi: 10.7554/eLife.22901. Elife. 2017. PMID: 29205151 Free PMC article.
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. Among authors: richards b. Nat Commun. 2023 Mar 22;14(1):1597. doi: 10.1038/s41467-023-37180-x. Nat Commun. 2023. PMID: 36949048 Free PMC article. Review.
1,132 results