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A modular architecture for organizing, processing and sharing neurophysiology data.
International Brain Laboratory; Bonacchi N, Chapuis GA, Churchland AK, DeWitt EEJ, Faulkner M, Harris KD, Huntenburg JM, Hunter M, Laranjeira IC, Rossant C, Sasaki M, Schartner MM, Shen S, Steinmetz NA, Walker EY, West SJ, Winter O, Wells MJ. International Brain Laboratory, et al. Nat Methods. 2023 Mar;20(3):403-407. doi: 10.1038/s41592-022-01742-6. Epub 2023 Mar 2. Nat Methods. 2023. PMID: 36864199 Free PMC article.
Standardized and reproducible measurement of decision-making in mice.
International Brain Laboratory; Aguillon-Rodriguez V, Angelaki D, Bayer H, Bonacchi N, Carandini M, Cazettes F, Chapuis G, Churchland AK, Dan Y, Dewitt E, Faulkner M, Forrest H, Haetzel L, Häusser M, Hofer SB, Hu F, Khanal A, Krasniak C, Laranjeira I, Mainen ZF, Meijer G, Miska NJ, Mrsic-Flogel TD, Murakami M, Noel JP, Pan-Vazquez A, Rossant C, Sanders J, Socha K, Terry R, Urai AE, Vergara H, Wells M, Wilson CJ, Witten IB, Wool LE, Zador AM. International Brain Laboratory, et al. Elife. 2021 May 20;10:e63711. doi: 10.7554/eLife.63711. Elife. 2021. PMID: 34011433 Free PMC article.
Lightning Pose: improved animal pose estimation via semi-supervised learning, Bayesian ensembling and cloud-native open-source tools.
Biderman D, Whiteway MR, Hurwitz C, Greenspan N, Lee RS, Vishnubhotla A, Warren R, Pedraja F, Noone D, Schartner MM, Huntenburg JM, Khanal A, Meijer GT, Noel JP, Pan-Vazquez A, Socha KZ, Urai AE; International Brain Laboratory; Cunningham JP, Sawtell NB, Paninski L. Biderman D, et al. Nat Methods. 2024 Jul;21(7):1316-1328. doi: 10.1038/s41592-024-02319-1. Epub 2024 Jun 25. Nat Methods. 2024. PMID: 38918605
Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders.
Whiteway MR, Biderman D, Friedman Y, Dipoppa M, Buchanan EK, Wu A, Zhou J, Bonacchi N, Miska NJ, Noel JP, Rodriguez E, Schartner M, Socha K, Urai AE, Salzman CD; International Brain Laboratory; Cunningham JP, Paninski L. Whiteway MR, et al. PLoS Comput Biol. 2021 Sep 22;17(9):e1009439. doi: 10.1371/journal.pcbi.1009439. eCollection 2021 Sep. PLoS Comput Biol. 2021. PMID: 34550974 Free PMC article.