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
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