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For: Kalidindi HT, Cross KP, Lillicrap TP, Omrani M, Falotico E, Sabes PN, Scott SH. Rotational dynamics in motor cortex are consistent with a feedback controller. eLife 2021;10:e67256. [PMID: 34730516 PMCID: PMC8691841 DOI: 10.7554/elife.67256] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2021] [Accepted: 10/28/2021] [Indexed: 11/13/2022]  Open
Number Cited by Other Article(s)
1
Ramot A, Taschbach FH, Yang YC, Hu Y, Chen Q, Morales BC, Wang XC, Wu A, Tye KM, Benna MK, Komiyama T. Motor learning refines thalamic influence on motor cortex. Nature 2025:10.1038/s41586-025-08962-8. [PMID: 40335698 DOI: 10.1038/s41586-025-08962-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2024] [Accepted: 04/01/2025] [Indexed: 05/09/2025]
2
Zheng C, Wang Q, Cui H. Continuous sensorimotor transformation enhances robustness of neural dynamics to perturbation in macaque motor cortex. Nat Commun 2025;16:3213. [PMID: 40180984 PMCID: PMC11968799 DOI: 10.1038/s41467-025-58421-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/22/2024] [Accepted: 03/20/2025] [Indexed: 04/05/2025]  Open
3
Feulner B, Perich MG, Miller LE, Clopath C, Gallego JA. A neural implementation model of feedback-based motor learning. Nat Commun 2025;16:1805. [PMID: 39979257 PMCID: PMC11842561 DOI: 10.1038/s41467-024-54738-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/21/2023] [Accepted: 11/18/2024] [Indexed: 02/22/2025]  Open
4
Versteeg C, McCart JD, Ostrow M, Zoltowski DM, Washington CB, Driscoll L, Codol O, Michaels JA, Linderman SW, Sussillo D, Pandarinath C. Computation-through-Dynamics Benchmark: Simulated datasets and quality metrics for dynamical models of neural activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2025:2025.02.07.637062. [PMID: 39975240 PMCID: PMC11839132 DOI: 10.1101/2025.02.07.637062] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/21/2025]
5
Oby ER, Degenhart AD, Grigsby EM, Motiwala A, McClain NT, Marino PJ, Yu BM, Batista AP. Dynamical constraints on neural population activity. Nat Neurosci 2025;28:383-393. [PMID: 39825141 PMCID: PMC11802451 DOI: 10.1038/s41593-024-01845-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/22/2023] [Accepted: 10/25/2024] [Indexed: 01/20/2025]
6
Kalidindi HT, Crevecoeur F. Task-dependent coarticulation of movement sequences. eLife 2024;13:RP96854. [PMID: 39331027 PMCID: PMC11434614 DOI: 10.7554/elife.96854] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/28/2024]  Open
7
Schimel M, Kao TC, Hennequin G. When and why does motor preparation arise in recurrent neural network models of motor control? eLife 2024;12:RP89131. [PMID: 39316044 PMCID: PMC11421851 DOI: 10.7554/elife.89131] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/25/2024]  Open
8
Kirk EA, Hope KT, Sober SJ, Sauerbrei BA. An output-null signature of inertial load in motor cortex. Nat Commun 2024;15:7309. [PMID: 39181866 PMCID: PMC11344817 DOI: 10.1038/s41467-024-51750-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/07/2023] [Accepted: 08/15/2024] [Indexed: 08/27/2024]  Open
9
Aldarondo D, Merel J, Marshall JD, Hasenclever L, Klibaite U, Gellis A, Tassa Y, Wayne G, Botvinick M, Ölveczky BP. A virtual rodent predicts the structure of neural activity across behaviours. Nature 2024;632:594-602. [PMID: 38862024 PMCID: PMC12080270 DOI: 10.1038/s41586-024-07633-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2023] [Accepted: 05/30/2024] [Indexed: 06/13/2024]
10
Jiang H, Bu X, Sui X, Tang H, Pan X, Chen Y. Spike Neural Network of Motor Cortex Model for Arm Reaching Control. ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY. ANNUAL INTERNATIONAL CONFERENCE 2024;2024:1-4. [PMID: 40039622 DOI: 10.1109/embc53108.2024.10781802] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/06/2025]
11
Parker Jones O, Mitchell AL, Yamada J, Merkt W, Geisert M, Havoutis I, Posner I. Oscillating latent dynamics in robot systems during walking and reaching. Sci Rep 2024;14:11434. [PMID: 38763969 PMCID: PMC11102915 DOI: 10.1038/s41598-024-61610-5] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/14/2022] [Accepted: 05/07/2024] [Indexed: 05/21/2024]  Open
12
Sadeghi M, Sharif Razavian R, Bazzi S, Chowdhury RH, Batista AP, Loughlin PJ, Sternad D. Inferring control objectives in a virtual balancing task in humans and monkeys. eLife 2024;12:RP88514. [PMID: 38738986 PMCID: PMC11090506 DOI: 10.7554/elife.88514] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/14/2024]  Open
13
Strohmer B, Najarro E, Ausborn J, Berg RW, Tolu S. Sparse Firing in a Hybrid Central Pattern Generator for Spinal Motor Circuits. Neural Comput 2024;36:759-780. [PMID: 38658025 DOI: 10.1162/neco_a_01660] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Accepted: 01/02/2024] [Indexed: 04/26/2024]
14
Churchland MM, Shenoy KV. Preparatory activity and the expansive null-space. Nat Rev Neurosci 2024;25:213-236. [PMID: 38443626 DOI: 10.1038/s41583-024-00796-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/26/2024] [Indexed: 03/07/2024]
15
Almani MN, Lazzari J, Chacon A, Saxena S. μSim: A goal-driven framework for elucidating the neural control of movement through musculoskeletal modeling. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.02.02.578628. [PMID: 38405828 PMCID: PMC10888726 DOI: 10.1101/2024.02.02.578628] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/27/2024]
16
Vahidi P, Sani OG, Shanechi MM. Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior. Proc Natl Acad Sci U S A 2024;121:e2212887121. [PMID: 38335258 PMCID: PMC10873612 DOI: 10.1073/pnas.2212887121] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2022] [Accepted: 12/03/2023] [Indexed: 02/12/2024]  Open
17
Kuzmina E, Kriukov D, Lebedev M. Neuronal travelling waves explain rotational dynamics in experimental datasets and modelling. Sci Rep 2024;14:3566. [PMID: 38347042 PMCID: PMC10861525 DOI: 10.1038/s41598-024-53907-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/25/2023] [Accepted: 02/06/2024] [Indexed: 02/15/2024]  Open
18
Cross KP, Cook DJ, Scott SH. Rapid Online Corrections for Proprioceptive and Visual Perturbations Recruit Similar Circuits in Primary Motor Cortex. eNeuro 2024;11:ENEURO.0083-23.2024. [PMID: 38238081 PMCID: PMC10867723 DOI: 10.1523/eneuro.0083-23.2024] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2023] [Revised: 12/22/2023] [Accepted: 01/09/2024] [Indexed: 02/16/2024]  Open
19
Oby ER, Degenhart AD, Grigsby EM, Motiwala A, McClain NT, Marino PJ, Yu BM, Batista AP. Dynamical constraints on neural population activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.01.03.573543. [PMID: 38260549 PMCID: PMC10802336 DOI: 10.1101/2024.01.03.573543] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/24/2024]
20
Abbaspourazad H, Erturk E, Pesaran B, Shanechi MM. Dynamical flexible inference of nonlinear latent factors and structures in neural population activity. Nat Biomed Eng 2024;8:85-108. [PMID: 38082181 PMCID: PMC11735406 DOI: 10.1038/s41551-023-01106-1] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2022] [Accepted: 09/12/2023] [Indexed: 12/26/2023]
21
Sadeghi M, Razavian RS, Bazzi S, Chowdhury R, Batista A, Loughlin P, Sternad D. Inferring control objectives in a virtual balancing task in humans and monkeys. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.05.02.539055. [PMID: 37205497 PMCID: PMC10187212 DOI: 10.1101/2023.05.02.539055] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/21/2023]
22
Soo WWM, Goudar V, Wang XJ. Training biologically plausible recurrent neural networks on cognitive tasks with long-term dependencies. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.10.10.561588. [PMID: 37873445 PMCID: PMC10592728 DOI: 10.1101/2023.10.10.561588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/25/2023]
23
Visser YF, Medendorp WP, Selen LPJ. Muscular reflex gains reflect changes of mind in reaching. J Neurophysiol 2023;130:640-651. [PMID: 37584102 DOI: 10.1152/jn.00197.2023] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2023] [Revised: 07/18/2023] [Accepted: 08/10/2023] [Indexed: 08/17/2023]  Open
24
Athalye VR, Khanna P, Gowda S, Orsborn AL, Costa RM, Carmena JM. Invariant neural dynamics drive commands to control different movements. Curr Biol 2023;33:2962-2976.e15. [PMID: 37402376 PMCID: PMC10527529 DOI: 10.1016/j.cub.2023.06.027] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2022] [Revised: 04/24/2023] [Accepted: 06/09/2023] [Indexed: 07/06/2023]
25
Disse GD, Nandakumar B, Pauzin FP, Blumenthal GH, Kong Z, Ditterich J, Moxon KA. Neural ensemble dynamics in trunk and hindlimb sensorimotor cortex encode for the control of postural stability. Cell Rep 2023;42:112347. [PMID: 37027302 DOI: 10.1016/j.celrep.2023.112347] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2022] [Revised: 02/09/2023] [Accepted: 03/21/2023] [Indexed: 04/08/2023]  Open
26
Abbaspourazad H, Erturk E, Pesaran B, Shanechi MM. Dynamical flexible inference of nonlinear latent structures in neural population activity. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.13.532479. [PMID: 36993605 PMCID: PMC10054986 DOI: 10.1101/2023.03.13.532479] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
27
Vahidi P, Sani OG, Shanechi MM. Modeling and dissociation of intrinsic and input-driven neural population dynamics underlying behavior. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2023:2023.03.14.532554. [PMID: 36993213 PMCID: PMC10055042 DOI: 10.1101/2023.03.14.532554] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
28
Kanwisher N, Khosla M, Dobs K. Using artificial neural networks to ask 'why' questions of minds and brains. Trends Neurosci 2023;46:240-254. [PMID: 36658072 DOI: 10.1016/j.tins.2022.12.008] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Revised: 11/29/2022] [Accepted: 12/22/2022] [Indexed: 01/19/2023]
29
Lisberger SG. Toward a Biomimetic Neural Circuit Model of Sensory-Motor Processing. Neural Comput 2023;35:384-412. [PMID: 35671470 PMCID: PMC9971833 DOI: 10.1162/neco_a_01516] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2022] [Accepted: 03/31/2022] [Indexed: 11/04/2022]
30
Izawa J, Higo N, Murata Y. Accounting for the valley of recovery during post-stroke rehabilitation training via a model-based analysis of macaque manual dexterity. FRONTIERS IN REHABILITATION SCIENCES 2022;3:1042912. [PMID: 36644290 PMCID: PMC9838193 DOI: 10.3389/fresc.2022.1042912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 12/01/2022] [Indexed: 12/24/2022]
31
Cometa A, Falasconi A, Biasizzo M, Carpaneto J, Horn A, Mazzoni A, Micera S. Clinical neuroscience and neurotechnology: An amazing symbiosis. iScience 2022;25:105124. [PMID: 36193050 PMCID: PMC9526189 DOI: 10.1016/j.isci.2022.105124] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]  Open
32
Small, correlated changes in synaptic connectivity may facilitate rapid motor learning. Nat Commun 2022;13:5163. [PMID: 36056006 PMCID: PMC9440011 DOI: 10.1038/s41467-022-32646-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Accepted: 08/08/2022] [Indexed: 11/08/2022]  Open
33
Saxena S, Russo AA, Cunningham J, Churchland MM. Motor cortex activity across movement speeds is predicted by network-level strategies for generating muscle activity. eLife 2022;11:e67620. [PMID: 35621264 PMCID: PMC9197394 DOI: 10.7554/elife.67620] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 05/26/2022] [Indexed: 12/02/2022]  Open
34
Feldotto B, Eppler JM, Jimenez-Romero C, Bignamini C, Gutierrez CE, Albanese U, Retamino E, Vorobev V, Zolfaghari V, Upton A, Sun Z, Yamaura H, Heidarinejad M, Klijn W, Morrison A, Cruz F, McMurtrie C, Knoll AC, Igarashi J, Yamazaki T, Doya K, Morin FO. Deploying and Optimizing Embodied Simulations of Large-Scale Spiking Neural Networks on HPC Infrastructure. Front Neuroinform 2022;16:884180. [PMID: 35662903 PMCID: PMC9160925 DOI: 10.3389/fninf.2022.884180] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Accepted: 04/19/2022] [Indexed: 12/20/2022]  Open
35
Sani OG, Shanechi MM. Sensory feedback can give rise to neural rotations. eLife 2021;10:75469. [PMID: 34932466 PMCID: PMC8691829 DOI: 10.7554/elife.75469] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/16/2023]  Open
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