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Stephen Ryu
Stephen Ryu
Palo Alto Medical Foundation / Stanford University
Adresă de e-mail confirmată pe stanford.edu
Titlu
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Neural population dynamics during reaching
MM Churchland, JP Cunningham, MT Kaufman, JD Foster, P Nuyujukian, ...
Nature 487 (7405), 51-56, 2012
17482012
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
11982010
A high-performance brain–computer interface
G Santhanam, SI Ryu, BM Yu, A Afshar, KV Shenoy
nature 442 (7099), 195-198, 2006
9042006
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
8242008
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
7892014
Neural constraints on learning
PT Sadtler, KM Quick, MD Golub, SM Chase, SI Ryu, EC Tyler-Kabara, ...
Nature 512 (7515), 423-426, 2014
7172014
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
6792018
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
6042012
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
5492010
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
5452006
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
4312001
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
3932011
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
3122009
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
2982017
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
2872018
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
2732011
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
2512019
Learning by neural reassociation
MD Golub, PT Sadtler, ER Oby, KM Quick, SI Ryu, EC Tyler-Kabara, ...
Nature neuroscience 21 (4), 607-616, 2018
2482018
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
2212012
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
2152015
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