Neural population dynamics during reaching MM Churchland, JP Cunningham, MT Kaufman, JD Foster, P Nuyujukian, ... Nature 487 (7405), 51-56, 2012 | 1746 | 2012 |
Stimulus onset quenches neural variability: a widespread cortical phenomenon MM Churchland, BM Yu, JP Cunningham, LP Sugrue, MR Cohen, ... Nature neuroscience 13 (3), 369-378, 2010 | 1198 | 2010 |
A high-performance brain–computer interface G Santhanam, SI Ryu, BM Yu, A Afshar, KV Shenoy nature 442 (7099), 195-198, 2006 | 904 | 2006 |
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity BM Yu, JP Cunningham, G Santhanam, S Ryu, KV Shenoy, M Sahani Advances in neural information processing systems 21, 2008 | 822 | 2008 |
Cortical activity in the null space: permitting preparation without movement MT Kaufman, MM Churchland, SI Ryu, KV Shenoy Nature neuroscience 17 (3), 440-448, 2014 | 788 | 2014 |
Neural constraints on learning PT Sadtler, KM Quick, MD Golub, SM Chase, SI Ryu, EC Tyler-Kabara, ... Nature 512 (7515), 423-426, 2014 | 716 | 2014 |
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 | 675 | 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 | 602 | 2012 |
Cortical preparatory activity: representation of movement or first cog in a dynamical machine? MM Churchland, JP Cunningham, MT Kaufman, SI Ryu, KV Shenoy Neuron 68 (3), 387-400, 2010 | 549 | 2010 |
Neural variability in premotor cortex provides a signature of motor preparation MM Churchland, MY Byron, SI Ryu, G Santhanam, KV Shenoy Journal of Neuroscience 26 (14), 3697-3712, 2006 | 544 | 2006 |
Image-guided hypo-fractionated stereotactic radiosurgery to spinal lesions SI Ryu, SD Chang, DH Kim, MJ Murphy, QT Le, DP Martin, JR Adler Jr Neurosurgery 49 (4), 838-846, 2001 | 431 | 2001 |
Long-term stability of neural prosthetic control signals from silicon cortical arrays in rhesus macaque motor cortex CA Chestek, V Gilja, P Nuyujukian, JD Foster, JM Fan, MT Kaufman, ... Journal of neural engineering 8 (4), 045005, 2011 | 392 | 2011 |
Wireless neural recording with single low-power integrated circuit RR Harrison, RJ Kier, CA Chestek, V Gilja, P Nuyujukian, S Ryu, B Greger, ... IEEE transactions on neural systems and rehabilitation engineering 17 (4 …, 2009 | 310 | 2009 |
A theory of multineuronal dimensionality, dynamics and measurement P Gao, E Trautmann, B Yu, G Santhanam, S Ryu, K Shenoy, S Ganguli BioRxiv, 214262, 2017 | 297 | 2017 |
Unsupervised discovery of demixed, low-dimensional neural dynamics across multiple timescales through tensor component analysis AH Williams, TH Kim, F Wang, S Vyas, SI Ryu, KV Shenoy, M Schnitzer, ... Neuron 98 (6), 1099-1115. e8, 2018 | 285 | 2018 |
Single-trial neural correlates of arm movement preparation A Afshar, G Santhanam, MY Byron, SI Ryu, M Sahani, KV Shenoy Neuron 71 (3), 555-564, 2011 | 273 | 2011 |
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 | 249 | 2019 |
Learning by neural reassociation MD Golub, PT Sadtler, ER Oby, KM Quick, SI Ryu, EC Tyler-Kabara, ... Nature neuroscience 21 (4), 607-616, 2018 | 247 | 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 | 219 | 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 | 215 | 2015 |