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The spatial and temporal structure of neural activity across the fly brain.
Schaffer ES, Mishra N, Whiteway MR, Li W, Vancura MB, Freedman J, Patel KB, Voleti V, Paninski L, Hillman EMC, Abbott LF, Axel R. Schaffer ES, et al. Among authors: whiteway mr. Nat Commun. 2023 Sep 11;14(1):5572. doi: 10.1038/s41467-023-41261-2. Nat Commun. 2023. PMID: 37696814 Free PMC article.
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.
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. Among authors: whiteway mr. Nat Methods. 2024 Jul;21(7):1316-1328. doi: 10.1038/s41592-024-02319-1. Epub 2024 Jun 25. Nat Methods. 2024. PMID: 38918605
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 M, 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. Among authors: whiteway mr. bioRxiv [Preprint]. 2024 Apr 3:2023.04.28.538703. doi: 10.1101/2023.04.28.538703. bioRxiv. 2024. Update in: Nat Methods. 2024 Jul;21(7):1316-1328. doi: 10.1038/s41592-024-02319-1. PMID: 37162966 Free PMC article. Updated. Preprint.