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Neural population dynamics during reaching

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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