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FlyWire: online community for whole-brain connectomics.
Dorkenwald S, McKellar CE, Macrina T, Kemnitz N, Lee K, Lu R, Wu J, Popovych S, Mitchell E, Nehoran B, Jia Z, Bae JA, Mu S, Ih D, Castro M, Ogedengbe O, Halageri A, Kuehner K, Sterling AR, Ashwood Z, Zung J, Brittain D, Collman F, Schneider-Mizell C, Jordan C, Silversmith W, Baker C, Deutsch D, Encarnacion-Rivera L, Kumar S, Burke A, Bland D, Gager J, Hebditch J, Koolman S, Moore M, Morejohn S, Silverman B, Willie K, Willie R, Yu SC, Murthy M, Seung HS. Dorkenwald S, et al. Among authors: ashwood z. Nat Methods. 2022 Jan;19(1):119-128. doi: 10.1038/s41592-021-01330-0. Epub 2021 Dec 23. Nat Methods. 2022. PMID: 34949809 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.
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
Active Learning for Discrete Latent Variable Models.
Jha A, Ashwood ZC, Pillow JW. Jha A, et al. Among authors: ashwood zc. Neural Comput. 2024 Feb 16;36(3):437-474. doi: 10.1162/neco_a_01646. Neural Comput. 2024. PMID: 38363661
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.