Dimensionality reduction for large-scale neural recordings JP Cunningham, BM Yu Nature neuroscience, 2014 | 1202 | 2014 |
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 | 1193 | 2010 |
A high-performance brain–computer interface G Santhanam, SI Ryu, BM Yu, A Afshar, KV Shenoy nature 442 (7099), 195-198, 2006 | 900 | 2006 |
Gaussian-process factor analysis for low-dimensional single-trial analysis of neural population activity BM Yu, JP Cunningham, G Santhanam, SI Ryu, KV Shenoy, M Sahani Advances in neural information processing systems, 1881-1888, 2009 | 815 | 2009 |
Neural constraints on learning PT Sadtler, KM Quick, MD Golub, SM Chase, SI Ryu, EC Tyler-Kabara, ... Nature 512 (7515), 423-426, 2014 | 708 | 2014 |
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 | 597 | 2012 |
Neural variability in premotor cortex provides a signature of motor preparation MM Churchland, BM Yu, SI Ryu, G Santhanam, KV Shenoy The Journal of neuroscience 26 (14), 3697-3712, 2006 | 539 | 2006 |
Cortical areas interact through a communication subspace JD Semedo, A Zandvakili, CK Machens, BM Yu, A Kohn Neuron 102 (1), 249-259. e4, 2019 | 330 | 2019 |
A theory of multineuronal dimensionality, dynamics and measurement P Gao, E Trautmann, BM Yu, G Santhanam, S Ryu, K Shenoy, S Ganguli bioRxiv, 214262, 2017 | 291 | 2017 |
Empirical models of spiking in neural populations JH Macke, L Buesing, JP Cunningham, BM Yu, KV Shenoy, M Sahani Advances in neural information processing systems, 1350-1358, 2011 | 289 | 2011 |
Single-trial neural correlates of arm movement preparation A Afshar, G Santhanam, BM Yu, SI Ryu, M Sahani, KV Shenoy Neuron 71 (3), 555-564, 2011 | 270 | 2011 |
Learning by neural reassociation MD Golub, PT Sadtler, ER Oby, KM Quick, SI Ryu, EC Tyler-Kabara, ... Nature neuroscience 21 (4), 607-616, 2018 | 245 | 2018 |
New neural activity patterns emerge with long-term learning ER Oby, MD Golub, JA Hennig, AD Degenhart, EC Tyler-Kabara, BM Yu, ... Proceedings of the National Academy of Sciences 116 (30), 15210-15215, 2019 | 211 | 2019 |
Techniques for extracting single-trial activity patterns from large-scale neural recordings MM Churchland, BM Yu, M Sahani, KV Shenoy Current opinion in neurobiology 17 (5), 609-618, 2007 | 201 | 2007 |
Single-neuron stability during repeated reaching in macaque premotor cortex CA Chestek, AP Batista, G Santhanam, BM Yu, A Afshar, JP Cunningham, ... The Journal of Neuroscience 27 (40), 10742-10750, 2007 | 191 | 2007 |
Detecting neural-state transitions using hidden Markov models for motor cortical prostheses C Kemere, G Santhanam, BM Yu, A Afshar, SI Ryu, TH Meng, KV Shenoy Journal of neurophysiology 100 (4), 2441-2452, 2008 | 184 | 2008 |
Mixture of trajectory models for neural decoding of goal-directed movements BM Yu, C Kemere, G Santhanam, A Afshar, SI Ryu, TH Meng, M Sahani, ... Journal of neurophysiology 97 (5), 3763-3780, 2007 | 180 | 2007 |
Stabilization of a brain–computer interface via the alignment of low-dimensional spaces of neural activity AD Degenhart, WE Bishop, ER Oby, EC Tyler-Kabara, SM Chase, ... Nature biomedical engineering 4 (7), 672-685, 2020 | 168 | 2020 |
Reference frames for reach planning in macaque dorsal premotor cortex AP Batista, G Santhanam, BM Yu, SI Ryu, A Afshar, KV Shenoy Journal of neurophysiology 98 (2), 966-983, 2007 | 161 | 2007 |
Roles of monkey premotor neuron classes in movement preparation and execution MT Kaufman, MM Churchland, G Santhanam, BM Yu, A Afshar, SI Ryu, ... Journal of neurophysiology 104 (2), 799-810, 2010 | 152 | 2010 |