John Cunningham
John Cunningham
Associate Professor, Columbia University
Adresse e-mail validée de columbia.edu - Page d'accueil
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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
10172012
Stimulus onset quenches neural variability: a widespread cortical phenomenon
MM Churchland, MY Byron, JP Cunningham, LP Sugrue, MR Cohen, ...
Nature neuroscience 13 (3), 369-378, 2010
8712010
Dimensionality reduction for large-scale neural recordings
JP Cunningham, MY Byron
Nature neuroscience 17 (11), 1500-1509, 2014
6072014
Influence of heart rate on the BOLD signal: the cardiac response function
C Chang, JP Cunningham, GH Glover
Neuroimage 44 (3), 857-869, 2009
5312009
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
Journal of neurophysiology 102 (1), 614-635, 2009
5072009
A high-performance neural prosthesis enabled by control algorithm design
V Gilja, P Nuyujukian, CA Chestek, JP Cunningham, MY Byron, JM Fan, ...
Nature neuroscience 15 (12), 1752-1757, 2012
4292012
Linear dimensionality reduction: Survey, insights, and generalizations
JP Cunningham, Z Ghahramani
The Journal of Machine Learning Research 16 (1), 2859-2900, 2015
4052015
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
3192010
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
2772011
Bayesian Optimization with Inequality Constraints.
JR Gardner, MJ Kusner, ZE Xu, KQ Weinberger, JP Cunningham
ICML 2014, 937-945, 2014
2402014
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 24: 25th conference on …, 2012
1922012
Reorganization between preparatory and movement population responses in motor cortex
GF Elsayed, AH Lara, MT Kaufman, MM Churchland, JP Cunningham
Nature communications 7 (1), 1-15, 2016
1582016
A closed-loop human simulator for investigating the role of feedback control in brain-machine interfaces
JP Cunningham, P Nuyujukian, V Gilja, CA Chestek, SI Ryu, KV Shenoy
Journal of neurophysiology 105 (4), 1932-1949, 2011
1532011
Single-neuron stability during repeated reaching in macaque premotor cortex
CA Chestek, AP Batista, G Santhanam, MY Byron, A Afshar, ...
Journal of Neuroscience 27 (40), 10742-10750, 2007
1402007
Fast Kernel Learning for Multidimensional Pattern Extrapolation.
AG Wilson, E Gilboa, JP Cunningham, A Nehorai
NIPS, 3626-3634, 2014
1332014
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), 1-12, 2015
1262015
Black box variational inference for state space models
E Archer, IM Park, L Buesing, J Cunningham, L Paninski
arXiv preprint arXiv:1511.07367, 2015
1112015
Linear dynamical neural population models through nonlinear embeddings
Y Gao, E Archer, L Paninski, JP Cunningham
arXiv preprint arXiv:1605.08454, 2016
1052016
Motor cortex embeds muscle-like commands in an untangled population response
AA Russo, SR Bittner, SM Perkins, JS Seely, BM London, AH Lara, A Miri, ...
Neuron 97 (4), 953-966. e8, 2018
1042018
Fast Gaussian process methods for point process intensity estimation
JP Cunningham, KV Shenoy, M Sahani
Proceedings of the 25th international conference on Machine learning, 192-199, 2008
1012008
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