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

研究成果: Article査読

9 被引用数 (Scopus)

抄録

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.

本文言語English
ページ(範囲)2133-2141
ページ数9
ジャーナルIEICE Transactions on Communications
E91-B
7
DOI
出版ステータスPublished - 2008 1 1
外部発表はい

ASJC Scopus subject areas

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

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