GO-STOP control using optical brain-computer interface during calculation task

Kei Utsugi, Akiko Obata, Hiroki Sato, Ryuta Aoki, Atsushi Maki, Hideaki Koizumi, Kazuhiko Sagara, Hiroaki Kawamichi, Hirokazu Atsumori, Takusige Katura

Research output: Contribution to journalArticle

9 Citations (Scopus)

Abstract

We have developed a prototype optical brain-computer interface (BCI) system that can be used by an operator to manipulate external, electrically controlled equipment. Our optical BCI uses near-infrared spectroscopy and functions as a compact, practical, unrestrictive, non-invasive brain-switch. The optical BCI system measured spatiotemporal changes in the hemoglobin concentrations in the blood flow of a subject's prefrontal cortex at 22 measurement points. An exponential moving average (EMA) filter was applied to the data, and then their weighted sum with a taskrelated parameter derived from a pretest is utilized for time-indicated control (GO-STOP) of an external object. In experiments using untrained subjects, the system achieved control patterns within an accuracy of ± 6 sec for more than 80% control.

Original languageEnglish
Pages (from-to)2133-2141
Number of pages9
JournalIEICE Transactions on Communications
VolumeE91-B
Issue number7
DOIs
Publication statusPublished - 2008 Jan 1
Externally publishedYes

Keywords

  • Brain switch
  • Brain-computer interface
  • NIRS
  • Optical topography
  • Prefrontal cortex

ASJC Scopus subject areas

  • Software
  • Computer Networks and Communications
  • Electrical and Electronic Engineering

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  • Cite this

    Utsugi, K., Obata, A., Sato, H., Aoki, R., Maki, A., Koizumi, H., Sagara, K., Kawamichi, H., Atsumori, H., & Katura, T. (2008). GO-STOP control using optical brain-computer interface during calculation task. IEICE Transactions on Communications, E91-B(7), 2133-2141. https://doi.org/10.1093/ietcom/e91-b.7.2133