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 | 650 | 2018 |
A high-performance neural prosthesis enabled by control algorithm design V Gilja, P Nuyujukian, CA Chestek, JP Cunningham, BM Yu, JM Fan, ... Nature neuroscience 15 (12), 1752-1757, 2012 | 596 | 2012 |
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 | 216 | 2012 |
Single-trial dynamics of motor cortex and their applications to brain-machine interfaces JC Kao, P Nuyujukian, SI Ryu, MM Churchland, JP Cunningham, ... Nature communications 6 (1), 7759, 2015 | 213 | 2015 |
Making brain–machine interfaces robust to future neural variability D Sussillo, SD Stavisky, JC Kao, SI Ryu, KV Shenoy Nature communications 7 (1), 13749, 2016 | 198 | 2016 |
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 | 140 | 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 | 115 | 2017 |
Latent factors and dynamics in motor cortex and their application to brain–machine interfaces C Pandarinath, KC Ames, AA Russo, A Farshchian, LE Miller, EL Dyer, ... Journal of Neuroscience 38 (44), 9390-9401, 2018 | 109 | 2018 |
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 | 106 | 2014 |
Decoding and perturbing decision states in real time D Peixoto, JR Verhein, R Kiani, JC Kao, P Nuyujukian, ... Nature 591 (7851), 604-609, 2021 | 102 | 2021 |
A low-power band of neuronal spiking activity dominated by local single units improves the performance of brain–machine interfaces SR Nason, AK Vaskov, MS Willsey, EJ Welle, H An, PP Vu, AJ Bullard, ... Nature biomedical engineering 4 (10), 973-983, 2020 | 97 | 2020 |
A high-performance neural prosthesis incorporating discrete state selection with hidden Markov models JC Kao, P Nuyujukian, SI Ryu, KV Shenoy IEEE Transactions on Biomedical Engineering 64 (4), 935-945, 2016 | 87 | 2016 |
Intention estimation in brain–machine interfaces JM Fan, P Nuyujukian, JC Kao, CA Chestek, SI Ryu, KV Shenoy Journal of neural engineering 11 (1), 016004, 2014 | 87 | 2014 |
A high-performance keyboard neural prosthesis enabled by task optimization P Nuyujukian, JM Fan, JC Kao, SI Ryu, KV Shenoy IEEE Transactions on Biomedical Engineering 62 (1), 21-29, 2014 | 70 | 2014 |
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 |
Coordination of escape and spatial navigation circuits orchestrates versatile flight from threats W Wang, PJ Schuette, J Nagai, BC Tobias, FMCV Reis, S Ji, ... Neuron 109 (11), 1848-1860. e8, 2021 | 63 | 2021 |
A bubble-powered micro-rotor: conception, manufacturing, assembly and characterization J Kao, X Wang, J Warren, J Xu, D Attinger Journal of Micromechanics and Microengineering 17 (12), 2454, 2007 | 62 | 2007 |
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 | 60 | 2017 |
Brain machine interface utilizing a discrete action state decoder in parallel with a continuous decoder for a neural prosthetic device P Nuyujukian, JC Kao, KV Shenoy US Patent 9,373,088, 2016 | 53 | 2016 |
Long-term characterization of hippocampal remapping during contextual fear acquisition and extinction PJ Schuette, FMCV Reis, S Maesta-Pereira, M Chakerian, A Torossian, ... Journal of Neuroscience 40 (43), 8329-8342, 2020 | 51 | 2020 |