Correlation of EEG Band Power and Hand Motion Trajectory

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

A preliminary analysis of the correlation between high resolution EEG and three dimensional (3D) hand motion trajectories is presented. The study involved assessing which EEG frequency components and cortical areas show the most significant correlation with hand motion trajectory towards five targets positioned in different locations in space. The time shift between time-power pattern of the selected EEG frequency and related motion trajectory is also analyzed. The results show strong correlation between EEG and kinetic data in low frequency (0.5-4Hz) range as well as significant correlations in the 28-36Hz range. The results indicate that these EEG frequency bands may best be used to develop an EEG-based brain-computer interface (BCI) for the decoding of 3D hand motion trajectories.
LanguageEnglish
Title of host publicationUnknown Host Publication
Pages73-76
Number of pages4
DOIs
Publication statusPublished - 2014
Event6th International BCI Conference 2014 -
Duration: 1 Jan 2014 → …

Conference

Conference6th International BCI Conference 2014
Period1/01/14 → …

Fingerprint

Electroencephalography
Trajectories
Brain computer interface
Frequency bands
Decoding
Kinetics

Keywords

  • brain-computer interface
  • BCI
  • EEG
  • motor system

Cite this

@inproceedings{40383b62cfe04852baca3311e875a8bd,
title = "Correlation of EEG Band Power and Hand Motion Trajectory",
abstract = "A preliminary analysis of the correlation between high resolution EEG and three dimensional (3D) hand motion trajectories is presented. The study involved assessing which EEG frequency components and cortical areas show the most significant correlation with hand motion trajectory towards five targets positioned in different locations in space. The time shift between time-power pattern of the selected EEG frequency and related motion trajectory is also analyzed. The results show strong correlation between EEG and kinetic data in low frequency (0.5-4Hz) range as well as significant correlations in the 28-36Hz range. The results indicate that these EEG frequency bands may best be used to develop an EEG-based brain-computer interface (BCI) for the decoding of 3D hand motion trajectories.",
keywords = "brain-computer interface, BCI, EEG, motor system",
author = "Attila Korik and NH Siddique and Ronen Sosnik and Damien Coyle",
year = "2014",
doi = "10.3217/978-3-85125-378-8-95",
language = "English",
pages = "73--76",
booktitle = "Unknown Host Publication",

}

Korik, A, Siddique, NH, Sosnik, R & Coyle, D 2014, Correlation of EEG Band Power and Hand Motion Trajectory. in Unknown Host Publication. pp. 73-76, 6th International BCI Conference 2014, 1/01/14. https://doi.org/10.3217/978-3-85125-378-8-95

Correlation of EEG Band Power and Hand Motion Trajectory. / Korik, Attila; Siddique, NH; Sosnik, Ronen; Coyle, Damien.

Unknown Host Publication. 2014. p. 73-76.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Correlation of EEG Band Power and Hand Motion Trajectory

AU - Korik, Attila

AU - Siddique, NH

AU - Sosnik, Ronen

AU - Coyle, Damien

PY - 2014

Y1 - 2014

N2 - A preliminary analysis of the correlation between high resolution EEG and three dimensional (3D) hand motion trajectories is presented. The study involved assessing which EEG frequency components and cortical areas show the most significant correlation with hand motion trajectory towards five targets positioned in different locations in space. The time shift between time-power pattern of the selected EEG frequency and related motion trajectory is also analyzed. The results show strong correlation between EEG and kinetic data in low frequency (0.5-4Hz) range as well as significant correlations in the 28-36Hz range. The results indicate that these EEG frequency bands may best be used to develop an EEG-based brain-computer interface (BCI) for the decoding of 3D hand motion trajectories.

AB - A preliminary analysis of the correlation between high resolution EEG and three dimensional (3D) hand motion trajectories is presented. The study involved assessing which EEG frequency components and cortical areas show the most significant correlation with hand motion trajectory towards five targets positioned in different locations in space. The time shift between time-power pattern of the selected EEG frequency and related motion trajectory is also analyzed. The results show strong correlation between EEG and kinetic data in low frequency (0.5-4Hz) range as well as significant correlations in the 28-36Hz range. The results indicate that these EEG frequency bands may best be used to develop an EEG-based brain-computer interface (BCI) for the decoding of 3D hand motion trajectories.

KW - brain-computer interface

KW - BCI

KW - EEG

KW - motor system

UR - http://isrc.ulster.ac.uk/dcoyle/contact.html

UR - http://isrc.ulster.ac.uk/dcoyle/contact.html

U2 - 10.3217/978-3-85125-378-8-95

DO - 10.3217/978-3-85125-378-8-95

M3 - Conference contribution

SP - 73

EP - 76

BT - Unknown Host Publication

ER -