• DocumentCode
    2500230
  • Title

    Information transfer between neurons in the motor cortex triggered by visual cues

  • Author

    Kim, Sanggyun ; Takahashi, Kazutaka ; Hatsopoulos, Nicholas G. ; Coleman, Todd P.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Illinois at Urbana-Champaign, Urbana, IL, USA
  • fYear
    2011
  • fDate
    Aug. 30 2011-Sept. 3 2011
  • Firstpage
    7278
  • Lastpage
    7281
  • Abstract
    It was previously shown that beta oscillations of local field potentials in the arm area of the primary motor cortex (MI) of nonhuman primates propagate as travelling waves across MI of monkeys during movement preparation and execution and are believed to subserve cortical information transfer. To investigate the information transfer and its change over time at the single-cell level, we analyzed simultaneously recorded multiple MI neural spike trains of a monkey using a Granger causality measure for point process models before and after visual cues instructing the onset of reaching movements. In this analysis, we found that more pairs of neurons showed information transfer between them after appearances of upcoming movement targets than before, and the directions of the information transfer across neurons in MI were coincident with the directions of the propagating waves. These results suggest that the neuron pairs identified in the current study are the candidates of neurons that travel with spatiotemporal dynamics of beta oscillations in the MI.
  • Keywords
    brain; neurophysiology; visual evoked potentials; Granger causality measure; local field potential beta oscillations; monkeys; movement execution; movement preparation; neural spike trains; neuronal information transfer; nonhuman primates; point process models; primary motor cortex; visual cues; Educational institutions; Electrodes; History; Neurons; Neuroscience; Oscillators; Visualization; Animals; Electrodes; Haplorhini; Humans; Models, Biological; Models, Neurological; Models, Statistical; Motor Cortex; Movement; Neurons; Oscillometry; Probability; Signal Processing, Computer-Assisted; Time Factors; Vision, Ocular;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
  • Conference_Location
    Boston, MA
  • ISSN
    1557-170X
  • Print_ISBN
    978-1-4244-4121-1
  • Electronic_ISBN
    1557-170X
  • Type

    conf

  • DOI
    10.1109/IEMBS.2011.6091697
  • Filename
    6091697