Matthew Golub

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Soavtorji

Steven M. Chase, Ph.D.Carnegie Mellon UniversityPreverjeni e-poštni naslov na cmu.edu
Byron YuCarnegie Mellon UniversityPreverjeni e-poštni naslov na cmu.edu
Aaron BatistaUniversity of PittsburghPreverjeni e-poštni naslov na pitt.edu
Stephen RyuPalo Alto Medical Foundation / Stanford UniversityPreverjeni e-poštni naslov na stanford.edu
Elizabeth Tyler-KabaraUniversity of Texas at AustinPreverjeni e-poštni naslov na utexas.edu
Patrick SadtlerUniversity of PittsburghPreverjeni e-poštni naslov na pitt.edu
Emily ObyQueen's UniversityPreverjeni e-poštni naslov na queensu.ca
Kristin M. QuickSEPC, Wellcome LeapPreverjeni e-poštni naslov na wellcomeleap.org
David SussilloMeta Reality Labs and Adjunct Professor @ StanfordPreverjeni e-poštni naslov na stanford.edu
Jay HennigAssistant Professor, Baylor College of MedicinePreverjeni e-poštni naslov na bcm.edu
Saurabh VyasPostdoctoral Fellow, Columbia UniversityPreverjeni e-poštni naslov na columbia.edu
Krishna V ShenoyStanford and Howard Hughes Medical InstitutePreverjeni e-poštni naslov na stanford.edu
Niru MaheswaranathanMeta Reality LabsPreverjeni e-poštni naslov na fb.com
Surya GanguliAssociate Professor, Stanford UniversityPreverjeni e-poštni naslov na stanford.edu
Alex H WilliamsNew York University & Flatiron InstitutePreverjeni e-poštni naslov na nyu.edu
Alan DegenhartResearch Scientist, Starfish NeurosciencePreverjeni e-poštni naslov na starfishneuro.com
Daniel J O'SheaStanford UniversityPreverjeni e-poštni naslov na stanford.edu
Xulu SunUniversity of California, San FranciscoPreverjeni e-poštni naslov na ucsf.edu
Andrew B. SchwartzProfessor of Neurobiology, University of PittsburghPreverjeni e-poštni naslov na pitt.edu
Lindsay BahureksaCornell UniversityPreverjeni e-poštni naslov na cornell.edu

Spremljaj

Matthew Golub

Assistant Professor

Preverjeni e-poštni naslov na cs.washington.edu - Domača stran

Neural dynamics BCI Learning Decision Making NeuroAI


Naslov Razvrsti po navedbah Razvrsti po letniku Razvrsti po naslovu	Navedeno Navedeno	Leto
Neural constraints on learning PT Sadtler, KM Quick, MD Golub, SM Chase, SI Ryu, EC Tyler-Kabara, ... Nature 512, 423-426, 2014	728	2014
Computation through neural population dynamics S Vyas, MD Golub, D Sussillo, KV Shenoy Annual review of neuroscience 43 (1), 249-275, 2020	625	2020
Learning by neural reassociation MD Golub, PT Sadtler, ER Oby, KM Quick, SI Ryu, EC Tyler-Kabara, ... Nature Neuroscience 21 (4), 607-616, 2018	249	2018
New neural activity patterns emerge with long-term learning ER Oby, MD Golub, JA Hennig, AD Degenhart, EC Tyler-Kabara, BM Yu**, ... Proceedings of the National Academy of Sciences 116 (30), 15210-15215, 2019	221	2019
Universality and individuality in neural dynamics across large populations of recurrent networks N Maheswaranathan, A Williams, M Golub, S Ganguli, D Sussillo Advances in neural information processing systems 32, 2019	163	2019
Brain–computer interfaces for dissecting cognitive processes underlying sensorimotor control MD Golub, SM Chase, AP Batista, BM Yu Current Opinion in Neurobiology 37, 53-58, 2016	122	2016
Reverse engineering recurrent networks for sentiment classification reveals line attractor dynamics N Maheswaranathan, A Williams, M Golub, S Ganguli, D Sussillo Advances in neural information processing systems 32, 2019	97	2019
Cortical preparatory activity indexes learned motor memories X Sun, DJ O’Shea, MD Golub, EM Trautmann, S Vyas, SI Ryu, ... Nature 602 (7896), 274-279, 2022	89*	2022
Motor cortical control of movement speed with implications for brain-machine interface control MD Golub, BM Yu, AB Schwartz, SM Chase Journal of neurophysiology 112 (2), 411-429, 2014	80	2014
Constraints on neural redundancy JA Hennig, MD Golub, PJ Lund, PT Sadtler, ER Oby, KM Quick, SI Ryu, ... eLife 7, e36774, 2018	76	2018
Internal models for interpreting neural population activity during sensorimotor control MD Golub, BM Yu, SM Chase eLife 4, e10015, 2015	68	2015
Learning is shaped by abrupt changes in neural engagement JA Hennig, ER Oby, MD Golub, LA Bahureksa, PT Sadtler, KM Quick, ... Nature Neuroscience 24 (5), 727-736, 2021	65	2021
FixedPointFinder: A Tensorflow toolbox for identifying and characterizing fixed points in recurrent neural networks MD Golub, D Sussillo Journal of Open Source Software 3 (31), 1003, 2018	49	2018
Learning an internal dynamics model from control demonstration MD Golub, SM Chase, BM Yu International Conference on Machine Learning (ICML) 28 (1), 606-614, 2013	46	2013
Internal models engaged by brain-computer interface control MD Golub, M Yu, Byron, SM Chase IEEE Engineering in Medicine and Biology Society, 1327-1330, 2012	31	2012
Learning leaves a memory trace in motor cortex DM Losey, JA Hennig, ER Oby, MD Golub, PT Sadtler, KM Quick, SI Ryu, ... Current Biology 34 (7), 1519-1531. e4, 2024	18*	2024
Computation through cortical dynamics LN Driscoll, MD Golub, D Sussillo Neuron 98 (5), 873-875, 2018	15	2018
Line attractor dynamics in recurrent networks for sentiment classiﬁcation N Maheswaranathan, AH Williams, MD Golub, S Ganguli, D Sussillo International Conference on Machine Learning (ICML) Workshop: Deep Phenomena, 2019	2	2019
A theory of brain-computer interface learning via low-dimensional control JA Menendez, JA Hennig, MD Golub, ER Oby, PT Sadtler, AP Batista, ... bioRxiv, 2024.04. 18.589952, 2024	1	2024
Active learning of neural population dynamics using two-photon holographic optogenetics A Wagenmaker, L Mi, M Rozsa, M Bull, K Svoboda, K Daie, M Golub, ... Advances in Neural Information Processing Systems 37, 31659-31687, 2025		2025

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