Differential roles of high gamma and local motor potentials for movement preparation and execution

Aysegul Gunduz, Peter Brunner, Mohit Sharma, Eric C. Leuthardt, Anthony L. Ritaccio, Bijan Pesaran, Gerwin Schalk

Research output: Contribution to journalArticle

Abstract

Determining a person’s intent, such as the planned direction of their movement, directly from their cortical activity could support important applications such as brain-computer interfaces (BCIs). Continuing development of improved BCI systems requires a better understanding of how the brain prepares for and executes movements. To contribute to this understanding, we recorded surface cortical potentials (electrocorticographic signals; ECoG) in 11 human subjects performing a delayed center-out task to establish the differential role of high gamma activity (HGA) and the local motor potential (LMP) as a function of time and anatomical area during movement preparation and execution. High gamma modulations mostly confirm previous findings of sensorimotor cortex involvement, whereas modulations in LMPs are observed in prefrontal cortices. These modulations include directional information during movement planning as well as execution. Our results suggest that sampling signals from these widely distributed cortical areas improves decoding accuracy.

Original languageEnglish (US)
Pages (from-to)88-102
Number of pages15
JournalBrain-Computer Interfaces
Volume3
Issue number2
DOIs
StatePublished - Apr 2 2016

Fingerprint

Brain-Computer Interfaces
Brain computer interface
Modulation
Computer Systems
Prefrontal Cortex
Signal sampling
Motor Activity
Surface potential
Decoding
Brain
Planning
Direction compound
Sensorimotor Cortex

Keywords

  • BCI
  • brain-computer interfaces
  • ECoG
  • electrocorticography
  • sensorimotor systems

ASJC Scopus subject areas

  • Human-Computer Interaction
  • Behavioral Neuroscience
  • Biomedical Engineering
  • Electrical and Electronic Engineering

Cite this

Differential roles of high gamma and local motor potentials for movement preparation and execution. / Gunduz, Aysegul; Brunner, Peter; Sharma, Mohit; Leuthardt, Eric C.; Ritaccio, Anthony L.; Pesaran, Bijan; Schalk, Gerwin.

In: Brain-Computer Interfaces, Vol. 3, No. 2, 02.04.2016, p. 88-102.

Research output: Contribution to journalArticle

Gunduz, Aysegul ; Brunner, Peter ; Sharma, Mohit ; Leuthardt, Eric C. ; Ritaccio, Anthony L. ; Pesaran, Bijan ; Schalk, Gerwin. / Differential roles of high gamma and local motor potentials for movement preparation and execution. In: Brain-Computer Interfaces. 2016 ; Vol. 3, No. 2. pp. 88-102.
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