Closing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery.

TitleClosing the sensorimotor loop: haptic feedback facilitates decoding of motor imagery.
Publication TypeJournal Article
Year of Publication2011
AuthorsGomez-Rodriguez, M, Peters, J, Hill, N Jeremy, Schölkopf, B, Gharabaghi, A, Grosse-Wentrup, M
JournalJ Neural Eng
Volume8
Issue3
Pagination036005
Date Published06/2011
ISSN1741-2552
KeywordsBrain, Evoked Potentials, Motor, Evoked Potentials, Somatosensory, Feedback, Physiological, Female, Humans, Imagination, Male, Movement, Robotics, Touch, User-Computer Interface
Abstract The combination of brain-computer interfaces (BCIs) with robot-assisted physical therapy constitutes a promising approach to neurorehabilitation of patients with severe hemiparetic syndromes caused by cerebrovascular brain damage (e.g. stroke) and other neurological conditions. In such a scenario, a key aspect is how to reestablish the disrupted sensorimotor feedback loop. However, to date it is an open question how artificially closing the sensorimotor feedback loop influences the decoding performance of a BCI. In this paper, we answer this issue by studying six healthy subjects and two stroke patients. We present empirical evidence that haptic feedback, provided by a seven degrees of freedom robotic arm, facilitates online decoding of arm movement intention. The results support the feasibility of future rehabilitative treatments based on the combination of robot-assisted physical therapy with BCIs.
DOI10.1088/1741-2560/8/3/036005
Alternate JournalJ Neural Eng
PubMed ID21474878
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