Matthew Golub
Title
Cited by
Cited by
Year
Neural constraints on learning
PT Sadtler, KM Quick, MD Golub, SM Chase, SI Ryu, EC Tyler-Kabara, ...
Nature 512, 423-426, 2014
3202014
Learning by neural reassociation
MD Golub, PT Sadtler, ER Oby, KM Quick, SI Ryu, EC Tyler-Kabara, ...
Nature Neuroscience 21 (4), 607-616, 2018
742018
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
532016
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
472014
Internal models for interpreting neural population activity during sensorimotor control
MD Golub, BM Yu, SM Chase
eLife 4, e10015, 2015
372015
Internal models engaged by brain-computer interface control
MD Golub, M Yu, Byron, SM Chase
IEE Engineering in Medicine and Biology Society, 1327-1330, 2012
292012
New neural activity patterns emerge with long-term learning
ER Oby, MD Golub, JA Hennig, AD Degenhart, EC Tyler-Kabara, ...
Proceedings of the National Academy of Sciences 116 (30), 15210-15215, 2019
282019
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
272013
Constraints on neural redundancy
JA Hennig, MD Golub, PJ Lund, PT Sadtler, ER Oby, KM Quick, SI Ryu, ...
eLife 7, e36774, 2018
182018
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, 15629-15641, 2019
102019
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
92018
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, 15696-15705, 2019
62019
Computation through cortical dynamics
LN Driscoll, MD Golub, D Sussillo
Neuron 98 (5), 873-875, 2018
52018
Computation Through Neural Population Dynamics
S Vyas, MD Golub, D Sussillo, KV Shenoy
Annual Review of Neuroscience 43, 249-275, 2020
42020
Skill-specific changes in cortical preparatory activity during motor learning
X Sun, DJ O'Shea, MD Golub, EM Trautmann, S Vyas, SI Ryu, KV Shenoy
bioRxiv, 2020
12020
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
12019
Learning is shaped by abrupt changes in neural engagement
JA Hennig, ER Oby, MD Golub, LA Bahureksa, PT Sadtler, KM Quick, ...
bioRxiv, 2020
2020
Interpreting neural population activity during feedback motor control
MD Golub
Carnegie Mellon University, 2015
2015
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