TY - CHAP
T1 - Feeling of Bodily Congruence to Visual Stimuli Improves Motor Imagery Based Brain-Computer Interface Control
AU - Ushiba, Junichi
AU - Miyashita, Shotaro
AU - Ono, Takashi
AU - Aono, Koji
AU - Kodama, Mitsuhiko
AU - Masakado, Yoshihisa
N1 - Funding Information:
This work was supported by the Japan Agency for Medical Research and Development (AMED) under the projects of Strategic Research Program for Brain Sciences and Development of Medical Devices and Systems for Advanced Medical Services, and Japan Society for the Promotion of Science (JSPS) Graint-in-Aid for Scientific Research C (16K01469).
Publisher Copyright:
© Springer International Publishing AG 2017.
PY - 2017
Y1 - 2017
N2 - Motor imagery based Brain-Computer Interface (BCI) utilizes an electrophysiological phenomenon of EEG power decrease in alpha frequency band, but its larger inter-subject variability limits the practical use. Here we tested three types of visual feedback objects in BCI from abstract to realistic scenarios during motor imagery to see its effect on self-induced changes of EEG power decrease. Double case study in hemiplegic stroke participants was also conducted to check its feasibility as neuro-facilitatory technique on the motor system. We found that a first person perspective of realistic visual feedback, which copies the participant’s mental image, assisted the user to perform motor imagery resulting in generation of large EEG power decrease. The same result was found also in hemiplegic stroke patients. This study has clear implications for both the mechanism of mental process of motor imagery and the influence of feedback type on BCI performance.
AB - Motor imagery based Brain-Computer Interface (BCI) utilizes an electrophysiological phenomenon of EEG power decrease in alpha frequency band, but its larger inter-subject variability limits the practical use. Here we tested three types of visual feedback objects in BCI from abstract to realistic scenarios during motor imagery to see its effect on self-induced changes of EEG power decrease. Double case study in hemiplegic stroke participants was also conducted to check its feasibility as neuro-facilitatory technique on the motor system. We found that a first person perspective of realistic visual feedback, which copies the participant’s mental image, assisted the user to perform motor imagery resulting in generation of large EEG power decrease. The same result was found also in hemiplegic stroke patients. This study has clear implications for both the mechanism of mental process of motor imagery and the influence of feedback type on BCI performance.
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U2 - 10.1007/978-3-319-46669-9_147
DO - 10.1007/978-3-319-46669-9_147
M3 - Chapter
AN - SCOPUS:85028299152
T3 - Biosystems and Biorobotics
SP - 907
EP - 911
BT - Biosystems and Biorobotics
PB - Springer International Publishing
ER -