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SLEAP: A deep learning system for multi-animal pose tracking.
Pereira TD, Tabris N, Matsliah A, Turner DM, Li J, Ravindranath S, Papadoyannis ES, Normand E, Deutsch DS, Wang ZY, McKenzie-Smith GC, Mitelut CC, Castro MD, D'Uva J, Kislin M, Sanes DH, Kocher SD, Wang SS, Falkner AL, Shaevitz JW, Murthy M. Pereira TD, et al. Nat Methods. 2022 Apr;19(4):486-495. doi: 10.1038/s41592-022-01426-1. Epub 2022 Apr 4. Nat Methods. 2022. PMID: 35379947 Free PMC article.
Flexible circuit mechanisms for context-dependent song sequencing.
Roemschied FA, Pacheco DA, Aragon MJ, Ireland EC, Li X, Thieringer K, Pang R, Murthy M. Roemschied FA, et al. Nature. 2023 Oct;622(7984):794-801. doi: 10.1038/s41586-023-06632-1. Epub 2023 Oct 11. Nature. 2023. PMID: 37821705 Free PMC article.
Quantifying behavior to understand the brain.
Pereira TD, Shaevitz JW, Murthy M. Pereira TD, et al. Nat Neurosci. 2020 Dec;23(12):1537-1549. doi: 10.1038/s41593-020-00734-z. Epub 2020 Nov 9. Nat Neurosci. 2020. PMID: 33169033 Free PMC article. Review.
Fast animal pose estimation using deep neural networks.
Pereira TD, Aldarondo DE, Willmore L, Kislin M, Wang SS, Murthy M, Shaevitz JW. Pereira TD, et al. Nat Methods. 2019 Jan;16(1):117-125. doi: 10.1038/s41592-018-0234-5. Epub 2018 Dec 20. Nat Methods. 2019. PMID: 30573820 Free PMC article.
Inferring learning rules from animal decision-making.
Ashwood ZC, Roy NA, Bak JH; International Brain Laboratory; Pillow JW. Ashwood ZC, et al. Adv Neural Inf Process Syst. 2020;33:3442-3453. Adv Neural Inf Process Syst. 2020. PMID: 36177341 Free PMC article.
27 results