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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: ganguli s. 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.
A mathematical theory of semantic development in deep neural networks.
Saxe AM, McClelland JL, Ganguli S. Saxe AM, et al. Among authors: ganguli s. Proc Natl Acad Sci U S A. 2019 Jun 4;116(23):11537-11546. doi: 10.1073/pnas.1820226116. Epub 2019 May 17. Proc Natl Acad Sci U S A. 2019. PMID: 31101713 Free PMC article.
Continual Learning Through Synaptic Intelligence.
Zenke F, Poole B, Ganguli S. Zenke F, et al. Among authors: ganguli s. Proc Mach Learn Res. 2017;70:3987-3995. Proc Mach Learn Res. 2017. PMID: 31909397 Free PMC article.
476 results