A study on information transfer rate by brain-computer interface (BCI) using functional near-infrared spectroscopy (fNIRS)

Jaeyoung Shin, Sungyong Kang, Minkyu Sung, Joohwan Kim, Yongjung Kim, Jihyun Kim, Jichai Jeong

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

2 Citations (Scopus)

Abstract

We develop an 8-channel time domain functional near-infrared spectroscopy (fNIRS) system and measure concentration changes of hemoglobin during left/right arm lifting. Correlation-based signal improvement (CBSI) method is used to remove the effect of the head movement. We investigate the performances of the information transfer rate as a function of classification accuracy estimated by support vector machine. We achieve the information transfer rate in the range of 0.28~2.08 bits/min

Original languageEnglish
Title of host publication2013 International Winter Workshop on Brain-Computer Interface, BCI 2013
Pages32-33
Number of pages2
DOIs
Publication statusPublished - 2013
Event2013 International Winter Workshop on Brain-Computer Interface, BCI 2013 - Gangwon Province, Korea, Republic of
Duration: 2013 Feb 182013 Feb 20

Publication series

Name2013 International Winter Workshop on Brain-Computer Interface, BCI 2013

Other

Other2013 International Winter Workshop on Brain-Computer Interface, BCI 2013
CountryKorea, Republic of
CityGangwon Province
Period13/2/1813/2/20

Keywords

  • Brain-computer interface
  • Classification
  • Information transfer rate
  • Support vector machine
  • fNIRS

ASJC Scopus subject areas

  • Human-Computer Interaction

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  • Cite this

    Shin, J., Kang, S., Sung, M., Kim, J., Kim, Y., Kim, J., & Jeong, J. (2013). A study on information transfer rate by brain-computer interface (BCI) using functional near-infrared spectroscopy (fNIRS). In 2013 International Winter Workshop on Brain-Computer Interface, BCI 2013 (pp. 32-33). [6506620] (2013 International Winter Workshop on Brain-Computer Interface, BCI 2013). https://doi.org/10.1109/IWW-BCI.2013.6506620