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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: latham p. 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.
Probabilistic brains: knowns and unknowns.
Pouget A, Beck JM, Ma WJ, Latham PE. Pouget A, et al. Nat Neurosci. 2013 Sep;16(9):1170-8. doi: 10.1038/nn.3495. Epub 2013 Aug 18. Nat Neurosci. 2013. PMID: 23955561 Free PMC article. Review.
Information-limiting correlations.
Moreno-Bote R, Beck J, Kanitscheider I, Pitkow X, Latham P, Pouget A. Moreno-Bote R, et al. Among authors: latham p. Nat Neurosci. 2014 Oct;17(10):1410-7. doi: 10.1038/nn.3807. Epub 2014 Sep 7. Nat Neurosci. 2014. PMID: 25195105 Free PMC article.
Correlations demystified.
Latham PE. Latham PE. Nat Neurosci. 2016 Dec 27;20(1):6-8. doi: 10.1038/nn.4455. Nat Neurosci. 2016. PMID: 28025982 No abstract available.
Robust information propagation through noisy neural circuits.
Zylberberg J, Pouget A, Latham PE, Shea-Brown E. Zylberberg J, et al. PLoS Comput Biol. 2017 Apr 18;13(4):e1005497. doi: 10.1371/journal.pcbi.1005497. eCollection 2017 Apr. PLoS Comput Biol. 2017. PMID: 28419098 Free PMC article.
Synaptic plasticity as Bayesian inference.
Aitchison L, Jegminat J, Menendez JA, Pfister JP, Pouget A, Latham PE. Aitchison L, et al. Nat Neurosci. 2021 Apr;24(4):565-571. doi: 10.1038/s41593-021-00809-5. Epub 2021 Mar 11. Nat Neurosci. 2021. PMID: 33707754
226 results