Toward a hybrid BCI for grasp rehabilitation

A. Savić; U. Kisić; M. B. Popović

doi:10.1007/978-3-642-23508-5_210

Toward a hybrid BCI for grasp rehabilitation

A. Savić^*
, U. Kisić
, M. B. Popović

^*Corresponding author for this work

Research output: Contribution to journal › Article › peer-review

10 Citations (Scopus)

Abstract

We present a feasibility study of hybrid brain-computer interface (BCI) for control of Functional Electrical stimulation (FES) during grasp rehabilitation. Proposed BCI operates in two stages sequentially. First stage is a steady-state visual evoked potential (SSVEP) based method for selection of one of the three objects for grasping. Second stage is event-related desynchronisation (ERD) based detection of the onset of reach-to-grasp selected object. In the first stage, adequate stimulation pattern for selected object is determined, while the second stage triggers FES to assist desired grasp. Mean detection accuracies of SSVEP based selection and ERD based detection of the onset of movement for three subjects tested were 98.1% and 100% respectively. Obtained results suggest that this approach could be tested for the control of FES during Functional Electrical Therapy (FET).

Original language	English
Pages (from-to)	806-809
Number of pages	4
Journal	IFMBE Proceedings
Volume	37
DOIs	https://doi.org/10.1007/978-3-642-23508-5_210
Publication status	Published - 2011
Externally published	Yes

Keywords

ERD
FES
grasp rehabilitation
Hybrid BCI
SSVEP

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10.1007/978-3-642-23508-5_210

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title = "Toward a hybrid BCI for grasp rehabilitation",

abstract = "We present a feasibility study of hybrid brain-computer interface (BCI) for control of Functional Electrical stimulation (FES) during grasp rehabilitation. Proposed BCI operates in two stages sequentially. First stage is a steady-state visual evoked potential (SSVEP) based method for selection of one of the three objects for grasping. Second stage is event-related desynchronisation (ERD) based detection of the onset of reach-to-grasp selected object. In the first stage, adequate stimulation pattern for selected object is determined, while the second stage triggers FES to assist desired grasp. Mean detection accuracies of SSVEP based selection and ERD based detection of the onset of movement for three subjects tested were 98.1\% and 100\% respectively. Obtained results suggest that this approach could be tested for the control of FES during Functional Electrical Therapy (FET).",

keywords = "ERD, FES, grasp rehabilitation, Hybrid BCI, SSVEP",

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year = "2011",

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language = "English",

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journal = "IFMBE Proceedings",

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TY - JOUR

T1 - Toward a hybrid BCI for grasp rehabilitation

AU - Savić, A.

AU - Kisić, U.

AU - Popović, M. B.

PY - 2011

Y1 - 2011

N2 - We present a feasibility study of hybrid brain-computer interface (BCI) for control of Functional Electrical stimulation (FES) during grasp rehabilitation. Proposed BCI operates in two stages sequentially. First stage is a steady-state visual evoked potential (SSVEP) based method for selection of one of the three objects for grasping. Second stage is event-related desynchronisation (ERD) based detection of the onset of reach-to-grasp selected object. In the first stage, adequate stimulation pattern for selected object is determined, while the second stage triggers FES to assist desired grasp. Mean detection accuracies of SSVEP based selection and ERD based detection of the onset of movement for three subjects tested were 98.1% and 100% respectively. Obtained results suggest that this approach could be tested for the control of FES during Functional Electrical Therapy (FET).

AB - We present a feasibility study of hybrid brain-computer interface (BCI) for control of Functional Electrical stimulation (FES) during grasp rehabilitation. Proposed BCI operates in two stages sequentially. First stage is a steady-state visual evoked potential (SSVEP) based method for selection of one of the three objects for grasping. Second stage is event-related desynchronisation (ERD) based detection of the onset of reach-to-grasp selected object. In the first stage, adequate stimulation pattern for selected object is determined, while the second stage triggers FES to assist desired grasp. Mean detection accuracies of SSVEP based selection and ERD based detection of the onset of movement for three subjects tested were 98.1% and 100% respectively. Obtained results suggest that this approach could be tested for the control of FES during Functional Electrical Therapy (FET).

KW - ERD

KW - FES

KW - grasp rehabilitation

KW - Hybrid BCI

KW - SSVEP

UR - https://www.scopus.com/pages/publications/80455144812

U2 - 10.1007/978-3-642-23508-5_210

DO - 10.1007/978-3-642-23508-5_210

M3 - Article

AN - SCOPUS:80455144812

SN - 1680-0737

VL - 37

SP - 806

EP - 809

JO - IFMBE Proceedings

JF - IFMBE Proceedings

ER -

Toward a hybrid BCI for grasp rehabilitation

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Keywords

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