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 | 603 | 2018 |
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 | 231 | 2019 |
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 | 207 | 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 | 194 | 2016 |
Large-scale neural recordings with single neuron resolution using Neuropixels probes in human cortex AC Paulk, Y Kfir, AR Khanna, ML Mustroph, EM Trautmann, DJ Soper, ... Nature Neuroscience 25 (2), 252-263, 2022 | 155 | 2022 |
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 | 132 | 2015 |
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 | 127 | 2018 |
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 | 126 | 2018 |
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 | 122 | 2015 |
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 | 109 | 2017 |
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 | 104 | 2014 |
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 | 88 | 2019 |
Power-saving design opportunities for wireless intracortical brain–computer interfaces N Even-Chen*, DG Muratore*, SD Stavisky, LR Hochberg, JM Henderson, ... Nature Biomedical Engineering, 1-13, 2020 | 83 | 2020 |
Decoding spoken English from intracortical electrode arrays in dorsal precentral gyrus GH Wilson*, SD Stavisky*, FR Willett, DT Avansino, JN Kelemen, ... Journal of Neural Engineering 17 (6), 066007, 2020 | 81* | 2020 |
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 | 66 | 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 | 58 | 2017 |
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 244, 94-103, 2015 | 51 | 2015 |
Principled BCI decoder design and parameter selection using a feedback control model FR Willett, DR Young, BA Murphy, WD Memberg, CH Blabe, ... Scientific reports 9 (1), 8881, 2019 | 40 | 2019 |
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: The 12th International Symposium on Experimental …, 2014 | 39 | 2014 |
The Neuropixels probe: A CMOS based integrated microsystems platform for neuroscience and brain-computer interfaces B Dutta, A Andrei, TD Harris, CM Lopez, J O’Callahan, J Putzeys, ... 2019 IEEE International Electron Devices Meeting (IEDM), 10.1. 1-10.1. 4, 2019 | 35 | 2019 |