Abstract
According to recent neuro-rehabilitation research, an appropriate reafferent sensory feedback synchronized with a voluntary motor intention would be effective for promoting neural plasticity during stroke rehabilitation. Therefore, a BCI-based neuro-rehabilitation is considered to be a promising approach. To detect the motor intention, an event-related desynchronization (ERD), which can be evoked by intrinsic motor imagery, is usually used. However there exists various factors that affect ERD production, and its neural mechanism is still an open question. As a preliminary stage for developing an effective neuro-rehabilitation system, in this study, we evaluate the mutual effects of extrinsic (visual and somatosensory stimuli) and intrinsic (spontaneous motor imagery) factors on ERD production. Experimental results indicate that these three factors interact with each other in a complex relationship and probably affect a person's sense of agency.
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics |
| Pages | 240-245 |
| Number of pages | 6 |
| DOIs | |
| Publication status | Published - 2012 |
| Event | 2012 4th IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics, BioRob 2012 - Rome, Italy Duration: 2012 Jun 24 → 2012 Jun 27 |
Other
| Other | 2012 4th IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics, BioRob 2012 |
|---|---|
| Country | Italy |
| City | Rome |
| Period | 12/6/24 → 12/6/27 |
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ASJC Scopus subject areas
- Artificial Intelligence
- Biomedical Engineering
- Mechanical Engineering
Cite this
Analysis of key factors on ERD production for BCI neuro-robotic rehabilitation. / Takata, Yohei; Saeki, Midori; Izawa, Jun; Takeda, Kotaro; Otaka, Yohei; Ito, Koji; Kondo, Toshiyuki.
Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics. 2012. p. 240-245 6290883.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Analysis of key factors on ERD production for BCI neuro-robotic rehabilitation
AU - Takata, Yohei
AU - Saeki, Midori
AU - Izawa, Jun
AU - Takeda, Kotaro
AU - Otaka, Yohei
AU - Ito, Koji
AU - Kondo, Toshiyuki
PY - 2012
Y1 - 2012
N2 - According to recent neuro-rehabilitation research, an appropriate reafferent sensory feedback synchronized with a voluntary motor intention would be effective for promoting neural plasticity during stroke rehabilitation. Therefore, a BCI-based neuro-rehabilitation is considered to be a promising approach. To detect the motor intention, an event-related desynchronization (ERD), which can be evoked by intrinsic motor imagery, is usually used. However there exists various factors that affect ERD production, and its neural mechanism is still an open question. As a preliminary stage for developing an effective neuro-rehabilitation system, in this study, we evaluate the mutual effects of extrinsic (visual and somatosensory stimuli) and intrinsic (spontaneous motor imagery) factors on ERD production. Experimental results indicate that these three factors interact with each other in a complex relationship and probably affect a person's sense of agency.
AB - According to recent neuro-rehabilitation research, an appropriate reafferent sensory feedback synchronized with a voluntary motor intention would be effective for promoting neural plasticity during stroke rehabilitation. Therefore, a BCI-based neuro-rehabilitation is considered to be a promising approach. To detect the motor intention, an event-related desynchronization (ERD), which can be evoked by intrinsic motor imagery, is usually used. However there exists various factors that affect ERD production, and its neural mechanism is still an open question. As a preliminary stage for developing an effective neuro-rehabilitation system, in this study, we evaluate the mutual effects of extrinsic (visual and somatosensory stimuli) and intrinsic (spontaneous motor imagery) factors on ERD production. Experimental results indicate that these three factors interact with each other in a complex relationship and probably affect a person's sense of agency.
UR - http://www.scopus.com/inward/record.url?scp=84867418527&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84867418527&partnerID=8YFLogxK
U2 - 10.1109/BioRob.2012.6290883
DO - 10.1109/BioRob.2012.6290883
M3 - Conference contribution
AN - SCOPUS:84867418527
SN - 9781457711992
SP - 240
EP - 245
BT - Proceedings of the IEEE RAS and EMBS International Conference on Biomedical Robotics and Biomechatronics
ER -