Author
Listed:
- Mark M. Churchland
(Kavli Institute for Brain Science, David Mahoney Center, Columbia University Medical Center
Stanford University
Neurosciences Program, Stanford University)
- John P. Cunningham
(Washington University in St Louis
University of Cambridge, Cambridge CB2 1PZ, UK)
- Matthew T. Kaufman
(Stanford University
Neurosciences Program, Stanford University)
- Justin D. Foster
(Stanford University)
- Paul Nuyujukian
(Stanford University
Stanford University School of Medicine)
- Stephen I. Ryu
(Stanford University
Palo Alto Medical Foundation)
- Krishna V. Shenoy
(Stanford University
Neurosciences Program, Stanford University
Stanford University
Stanford University School of Medicine)
Abstract
Most theories of motor cortex have assumed that neural activity represents movement parameters. This view derives from what is known about primary visual cortex, where neural activity represents patterns of light. Yet it is unclear how well the analogy between motor and visual cortex holds. Single-neuron responses in motor cortex are complex, and there is marked disagreement regarding which movement parameters are represented. A better analogy might be with other motor systems, where a common principle is rhythmic neural activity. Here we find that motor cortex responses during reaching contain a brief but strong oscillatory component, something quite unexpected for a non-periodic behaviour. Oscillation amplitude and phase followed naturally from the preparatory state, suggesting a mechanistic role for preparatory neural activity. These results demonstrate an unexpected yet surprisingly simple structure in the population response. This underlying structure explains many of the confusing features of individual neural responses.
Suggested Citation
Mark M. Churchland & John P. Cunningham & Matthew T. Kaufman & Justin D. Foster & Paul Nuyujukian & Stephen I. Ryu & Krishna V. Shenoy, 2012.
"Neural population dynamics during reaching,"
Nature, Nature, vol. 487(7405), pages 51-56, July.
Handle:
RePEc:nat:nature:v:487:y:2012:i:7405:d:10.1038_nature11129
DOI: 10.1038/nature11129
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