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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. Among authors: lillicrap tp. 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.
Towards deep learning with segregated dendrites.
Guerguiev J, Lillicrap TP, Richards BA. Guerguiev J, et al. Among authors: lillicrap tp. Elife. 2017 Dec 5;6:e22901. doi: 10.7554/eLife.22901. Elife. 2017. PMID: 29205151 Free PMC article.
Temporal encoding of movement in motor cortical neurons.
Pruszynski JA, Coderre AM, Lillicrap TP, Kurtzer I. Pruszynski JA, et al. Among authors: lillicrap tp. J Neurosci. 2007 Sep 19;27(38):10076-7. doi: 10.1523/JNEUROSCI.3089-07.2007. J Neurosci. 2007. PMID: 17881513 Free PMC article. Review. No abstract available.
Mastering the game of Go with deep neural networks and tree search.
Silver D, Huang A, Maddison CJ, Guez A, Sifre L, van den Driessche G, Schrittwieser J, Antonoglou I, Panneershelvam V, Lanctot M, Dieleman S, Grewe D, Nham J, Kalchbrenner N, Sutskever I, Lillicrap T, Leach M, Kavukcuoglu K, Graepel T, Hassabis D. Silver D, et al. Nature. 2016 Jan 28;529(7587):484-9. doi: 10.1038/nature16961. Nature. 2016. PMID: 26819042
Backpropagation through time and the brain.
Lillicrap TP, Santoro A. Lillicrap TP, et al. Curr Opin Neurobiol. 2019 Apr;55:82-89. doi: 10.1016/j.conb.2019.01.011. Epub 2019 Mar 7. Curr Opin Neurobiol. 2019. PMID: 30851654 Free article. Review.
37 results