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Page 1
Inferring single-trial neural population dynamics using sequential auto-encoders.
Pandarinath C, O'Shea DJ, Collins J, Jozefowicz R, Stavisky SD, Kao JC, Trautmann EM, Kaufman MT, Ryu SI, Hochberg LR, Henderson JM, Shenoy KV, Abbott LF, Sussillo D. Pandarinath C, et al. Among authors: trautmann em. Nat Methods. 2018 Oct;15(10):805-815. doi: 10.1038/s41592-018-0109-9. Epub 2018 Sep 17. Nat Methods. 2018. PMID: 30224673 Free PMC article.
Accurate Estimation of Neural Population Dynamics without Spike Sorting.
Trautmann EM, Stavisky SD, Lahiri S, Ames KC, Kaufman MT, O'Shea DJ, Vyas S, Sun X, Ryu SI, Ganguli S, Shenoy KV. Trautmann EM, et al. Neuron. 2019 Jul 17;103(2):292-308.e4. doi: 10.1016/j.neuron.2019.05.003. Epub 2019 Jun 3. Neuron. 2019. PMID: 31171448 Free PMC article.
Discovering Precise Temporal Patterns in Large-Scale Neural Recordings through Robust and Interpretable Time Warping.
Williams AH, Poole B, Maheswaranathan N, Dhawale AK, Fisher T, Wilson CD, Brann DH, Trautmann EM, Ryu S, Shusterman R, Rinberg D, Ölveczky BP, Shenoy KV, Ganguli S. Williams AH, et al. Among authors: trautmann em. Neuron. 2020 Jan 22;105(2):246-259.e8. doi: 10.1016/j.neuron.2019.10.020. Epub 2019 Nov 27. Neuron. 2020. PMID: 31786013 Free PMC article.
Dendritic calcium signals in rhesus macaque motor cortex drive an optical brain-computer interface.
Trautmann EM, O'Shea DJ, Sun X, Marshel JH, Crow A, Hsueh B, Vesuna S, Cofer L, Bohner G, Allen W, Kauvar I, Quirin S, MacDougall M, Chen Y, Whitmire MP, Ramakrishnan C, Sahani M, Seidemann E, Ryu SI, Deisseroth K, Shenoy KV. Trautmann EM, et al. Nat Commun. 2021 Jun 17;12(1):3689. doi: 10.1038/s41467-021-23884-5. Nat Commun. 2021. PMID: 34140486 Free PMC article.
Cortical preparatory activity indexes learned motor memories.
Sun X, O'Shea DJ, Golub MD, Trautmann EM, Vyas S, Ryu SI, Shenoy KV. Sun X, et al. Among authors: trautmann em. Nature. 2022 Feb;602(7896):274-279. doi: 10.1038/s41586-021-04329-x. Epub 2022 Jan 26. Nature. 2022. PMID: 35082444 Free PMC article.
Flexible neural control of motor units.
Marshall NJ, Glaser JI, Trautmann EM, Amematsro EA, Perkins SM, Shadlen MN, Abbott LF, Cunningham JP, Churchland MM. Marshall NJ, et al. Among authors: trautmann em. Nat Neurosci. 2022 Nov;25(11):1492-1504. doi: 10.1038/s41593-022-01165-8. Epub 2022 Oct 10. Nat Neurosci. 2022. PMID: 36216998 Free PMC article.
Large-scale high-density brain-wide neural recording in nonhuman primates.
Trautmann EM, Hesse JK, Stine GM, Xia R, Zhu S, O'Shea DJ, Karsh B, Colonell J, Lanfranchi FF, Vyas S, Zimnik A, Steinmann NA, Wagenaar DA, Andrei A, Lopez CM, O'Callaghan J, Putzeys J, Raducanu BC, Welkenhuysen M, Churchland M, Moore T, Shadlen M, Shenoy K, Tsao D, Dutta B, Harris T. Trautmann EM, et al. bioRxiv [Preprint]. 2023 May 4:2023.02.01.526664. doi: 10.1101/2023.02.01.526664. bioRxiv. 2023. PMID: 37205406 Free PMC article. Preprint.
20 results