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Embodied intelligence via learning and evolution.
Gupta A, Savarese S, Ganguli S, Fei-Fei L. Gupta A, et al. Among authors: ganguli s. Nat Commun. 2021 Oct 6;12(1):5721. doi: 10.1038/s41467-021-25874-z. Nat Commun. 2021. PMID: 34615862 Free PMC article.
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.
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.
Neural representational geometry underlies few-shot concept learning.
Sorscher B, Ganguli S, Sompolinsky H. Sorscher B, et al. Among authors: ganguli s. Proc Natl Acad Sci U S A. 2022 Oct 25;119(43):e2200800119. doi: 10.1073/pnas.2200800119. Epub 2022 Oct 17. Proc Natl Acad Sci U S A. 2022. PMID: 36251997 Free PMC article.
Fundamental bounds on the fidelity of sensory cortical coding.
Rumyantsev OI, Lecoq JA, Hernandez O, Zhang Y, Savall J, Chrapkiewicz R, Li J, Zeng H, Ganguli S, Schnitzer MJ. Rumyantsev OI, et al. Among authors: ganguli s. Nature. 2020 Apr;580(7801):100-105. doi: 10.1038/s41586-020-2130-2. Epub 2020 Mar 18. Nature. 2020. PMID: 32238928
Emergent reliability in sensory cortical coding and inter-area communication.
Ebrahimi S, Lecoq J, Rumyantsev O, Tasci T, Zhang Y, Irimia C, Li J, Ganguli S, Schnitzer MJ. Ebrahimi S, et al. Among authors: ganguli s. Nature. 2022 May;605(7911):713-721. doi: 10.1038/s41586-022-04724-y. Epub 2022 May 19. Nature. 2022. PMID: 35589841 Free PMC article.
475 results