|Inferring single-trial neural population dynamics using sequential auto-encoders|
C Pandarinath, DJ O’Shea, J Collins, R Jozefowicz, SD Stavisky, JC Kao, ...
Nature methods 15 (10), 805-815, 2018
|A recurrent neural network for closed-loop intracortical brain–machine interface decoders|
D Sussillo, P Nuyujukian, JM Fan, JC Kao, SD Stavisky, S Ryu, K Shenoy
Journal of neural engineering 9 (2), 026027, 2012
|Making brain–machine interfaces robust to future neural variability|
D Sussillo*, SD Stavisky*, JC Kao*, SI Ryu, KV Shenoy
Nature communications 7, 13749, 2016
|Accurate estimation of neural population dynamics without spike sorting|
EM Trautmann, SD Stavisky, S Lahiri, KC Ames, MT Kaufman, DJ O’Shea, ...
Neuron 103 (2), 292-308. e4, 2019
|A high performing brain–machine interface driven by low-frequency local field potentials alone and together with spikes|
SD Stavisky, JC Kao, P Nuyujukian, SI Ryu, KV Shenoy
Journal of neural engineering 12 (3), 036009, 2015
|Neural point-and-click communication by a person with incomplete locked-in syndrome|
D Bacher, B Jarosiewicz, NY Masse, SD Stavisky, JD Simeral, K Newell, ...
Neurorehabilitation and neural repair 29 (5), 462-471, 2015
|Information systems opportunities in brain–machine interface decoders|
JC Kao, SD Stavisky, D Sussillo, P Nuyujukian, KV Shenoy
Proceedings of the IEEE 102 (5), 666-682, 2014
|Motor cortical visuomotor feedback activity is initially isolated from downstream targets in output-null neural state space dimensions|
SD Stavisky, JC Kao, SI Ryu, KV Shenoy
Neuron 95 (1), 195-208. e9, 2017
|Neural population dynamics underlying motor learning transfer|
S Vyas, N Even-Chen, SD Stavisky, SI Ryu, P Nuyujukian, KV Shenoy
Neuron 97 (5), 1177-1186. e3, 2018
|Performance sustaining intracortical neural prostheses|
P Nuyujukian, JC Kao, JM Fan, SD Stavisky, SI Ryu, KV Shenoy
Journal of neural engineering 11 (6), 066003, 2014
|Rapid calibration of an intracortical brain–computer interface for people with tetraplegia|
DM Brandman, T Hosman, J Saab, MC Burkhart, BE Shanahan, ...
Journal of neural engineering 15 (2), 026007, 2018
|Non-causal spike filtering improves decoding of movement intention for intracortical BCIs|
NY Masse, B Jarosiewicz, JD Simeral, D Bacher, SD Stavisky, SS Cash, ...
Journal of neuroscience methods 236, 58-67, 2014
|The need for calcium imaging in nonhuman primates: New motor neuroscience and brain-machine interfaces|
DJ O'shea, E Trautmann, C Chandrasekaran, S Stavisky, JC Kao, ...
Experimental neurology 287, 437-451, 2017
|Continuous control of the dlr light-weight robot iii by a human with tetraplegia using the braingate2 neural interface system|
J Vogel, S Haddadin, JD Simeral, SD Stavisky, D Bacher, LR Hochberg, ...
Experimental Robotics, 125-136, 2014
|Trial-by-Trial Motor Cortical Correlates of a Rapidly Adapting Visuomotor Internal Model|
SD Stavisky, JC Kao, SI Ryu, KV Shenoy
Journal of Neuroscience, 1091-16, 2017
|Neural ensemble dynamics in dorsal motor cortex during speech in people with paralysis|
SD Stavisky, FR Willett, GH Wilson, BA Murphy, P Rezaii, DT Avansino, ...
Elife 8, e46015, 2019
|Investigating the role of firing-rate normalization and dimensionality reduction in brain-machine interface robustness|
JC Kao, P Nuyujukian, S Stavisky, SI Ryu, S Ganguli, KV Shenoy
2013 35th Annual International Conference of the IEEE Engineering in …, 2013
|Augmenting intracortical brain-machine interface with neurally driven error detectors|
N Even-Chen, SD Stavisky, JC Kao, SI Ryu, KV Shenoy
Journal of neural engineering 14 (6), 066007, 2017
|Feasibility of automatic error Detect-and-Undo system in human intracortical Brain–Computer Interfaces|
N Even-Chen, SD Stavisky, C Pandarinath, P Nuyujukian, CH Blabe, ...
IEEE Transactions on Biomedical Engineering 65 (8), 1771-1784, 2017
|Decoding Speech from Intracortical Multielectrode Arrays in Dorsal “Arm/Hand Areas” of Human Motor Cortex|
SD Stavisky, P Rezaii, FR Willett, LR Hochberg, KV Shenoy, ...
2018 40th Annual International Conference of the IEEE Engineering in …, 2018