Proprioceptive Feedback and Brain Computer Interface (BCI) Based Neuroprostheses
Identifieur interne : 002255 ( Main/Merge ); précédent : 002254; suivant : 002256Proprioceptive Feedback and Brain Computer Interface (BCI) Based Neuroprostheses
Auteurs : Ander Ramos-Murguialday [Allemagne, Espagne] ; Markus Schürholz [Allemagne] ; Vittorio Caggiano [États-Unis] ; Moritz Wildgruber [Allemagne] ; Andrea Caria [Allemagne] ; Eva Maria Hammer [Allemagne] ; Sebastian Halder [Allemagne] ; Niels Birbaumer [Allemagne, Italie]Source :
- PLoS ONE [ 1932-6203 ] ; 2012.
Abstract
Brain computer interface (BCI) technology has been proposed for motor neurorehabilitation, motor replacement and assistive technologies. It is an open question whether proprioceptive feedback affects the regulation of brain oscillations and therefore BCI control. We developed a BCI coupled on-line with a robotic hand exoskeleton for flexing and extending the fingers. 24 healthy participants performed five different tasks of closing and opening the hand: (1) motor imagery of the hand movement without any overt movement and without feedback, (2) motor imagery with movement as online feedback (participants see and feel their hand, with the exoskeleton moving according to their brain signals, (3) passive (the orthosis passively opens and closes the hand without imagery) and (4) active (overt) movement of the hand and rest. Performance was defined as the difference in power of the sensorimotor rhythm during motor task and rest and calculated offline for different tasks. Participants were divided in three groups depending on the feedback receiving during task 2 (the other tasks were the same for all participants). Group 1 (n = 9) received contingent positive feedback (participants' sensorimotor rhythm (SMR) desynchronization was directly linked to hand orthosis movements), group 2 (n = 8) contingent “negative” feedback (participants' sensorimotor rhythm synchronization was directly linked to hand orthosis movements) and group 3 (n = 7) sham feedback (no link between brain oscillations and orthosis movements). We observed that proprioceptive feedback (feeling and seeing hand movements) improved BCI performance significantly. Furthermore, in the contingent positive group only a significant motor learning effect was observed enhancing SMR desynchronization during motor imagery without feedback in time. Furthermore, we observed a significantly stronger SMR desynchronization in the contingent positive group compared to the other groups during active and passive movements. To summarize, we demonstrated that the use of contingent positive proprioceptive feedback BCI enhanced SMR desynchronization during motor tasks.
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DOI: 10.1371/journal.pone.0047048
PubMed: 23071707
PubMed Central: 3465309
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Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation><affiliation wicri:level="1"><nlm:aff id="aff2"><addr-line>TECNALIA, Health Technologies, San Sebastian, Spain</addr-line></nlm:aff><country xml:lang="fr">Espagne</country><wicri:regionArea>TECNALIA, Health Technologies, San Sebastian</wicri:regionArea><wicri:noRegion>San Sebastian</wicri:noRegion></affiliation></author><author><name sortKey="Schurholz, Markus" sort="Schurholz, Markus" uniqKey="Schurholz M" first="Markus" last="Schürholz">Markus Schürholz</name><affiliation wicri:level="3"><nlm:aff id="aff1"><addr-line>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation></author><author><name sortKey="Caggiano, Vittorio" sort="Caggiano, Vittorio" uniqKey="Caggiano V" first="Vittorio" last="Caggiano">Vittorio Caggiano</name><affiliation wicri:level="2"><nlm:aff id="aff5"><addr-line>McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America</addr-line></nlm:aff><country xml:lang="fr">États-Unis</country><wicri:regionArea>McGovern Institute for Brain Research, Massachusetts Institute of Technology, Cambridge, Massachusetts</wicri:regionArea><placeName><region type="state">Massachusetts</region></placeName></affiliation></author><author><name sortKey="Wildgruber, Moritz" sort="Wildgruber, Moritz" uniqKey="Wildgruber M" first="Moritz" last="Wildgruber">Moritz Wildgruber</name><affiliation wicri:level="4"><nlm:aff id="aff4"><addr-line>Department of Radiology, Klinikum Rechts der Isar, Technische Universität München, Munich, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Department of Radiology, Klinikum Rechts der Isar, Technische Universität München, Munich</wicri:regionArea><placeName><region type="land" nuts="1">Bavière</region><region type="district" nuts="2">District de Haute-Bavière</region><settlement type="city">Munich</settlement></placeName><orgName type="university">Université technique de Munich</orgName></affiliation></author><author><name sortKey="Caria, Andrea" sort="Caria, Andrea" uniqKey="Caria A" first="Andrea" last="Caria">Andrea Caria</name><affiliation wicri:level="3"><nlm:aff id="aff1"><addr-line>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation></author><author><name sortKey="Hammer, Eva Maria" sort="Hammer, Eva Maria" uniqKey="Hammer E" first="Eva Maria" last="Hammer">Eva Maria Hammer</name><affiliation wicri:level="3"><nlm:aff id="aff1"><addr-line>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation></author><author><name sortKey="Halder, Sebastian" sort="Halder, Sebastian" uniqKey="Halder S" first="Sebastian" last="Halder">Sebastian Halder</name><affiliation wicri:level="3"><nlm:aff id="aff1"><addr-line>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation></author><author><name sortKey="Birbaumer, Niels" sort="Birbaumer, Niels" uniqKey="Birbaumer N" first="Niels" last="Birbaumer">Niels Birbaumer</name><affiliation wicri:level="3"><nlm:aff id="aff1"><addr-line>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen, Germany</addr-line></nlm:aff><country xml:lang="fr">Allemagne</country><wicri:regionArea>Institute of Medical Psychology and Behavioral Neurobiology and MEG Center, University of Tubingen, Tübingen</wicri:regionArea><placeName><region type="land" nuts="1">Bade-Wurtemberg</region><region type="district" nuts="2">District de Tübingen</region><settlement type="city">Tübingen</settlement></placeName></affiliation><affiliation wicri:level="1"><nlm:aff id="aff3"><addr-line>Ospedale San Camillo, Istituto di Ricovero e Cura a Carattere Scientifico, Venezia Lido, Italy</addr-line></nlm:aff><country xml:lang="fr">Italie</country><wicri:regionArea>Ospedale San Camillo, Istituto di Ricovero e Cura a Carattere Scientifico, Venezia Lido</wicri:regionArea><wicri:noRegion>Venezia Lido</wicri:noRegion></affiliation></author></analytic><series><title level="j">PLoS ONE</title><idno type="eISSN">1932-6203</idno><imprint><date when="2012">2012</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en"><p>Brain computer interface (BCI) technology has been proposed for motor neurorehabilitation, motor replacement and assistive technologies. It is an open question whether proprioceptive feedback affects the regulation of brain oscillations and therefore BCI control. We developed a BCI coupled on-line with a robotic hand exoskeleton for flexing and extending the fingers. 24 healthy participants performed five different tasks of closing and opening the hand: (1) motor imagery of the hand movement without any overt movement and without feedback, (2) motor imagery with movement as online feedback (participants see and feel their hand, with the exoskeleton moving according to their brain signals, (3) passive (the orthosis passively opens and closes the hand without imagery) and (4) active (overt) movement of the hand and rest. Performance was defined as the difference in power of the sensorimotor rhythm during motor task and rest and calculated offline for different tasks. Participants were divided in three groups depending on the feedback receiving during task 2 (the other tasks were the same for all participants). Group 1 (n = 9) received contingent positive feedback (participants' sensorimotor rhythm (SMR) desynchronization was directly linked to hand orthosis movements), group 2 (n = 8) contingent “negative” feedback (participants' sensorimotor rhythm synchronization was directly linked to hand orthosis movements) and group 3 (n = 7) sham feedback (no link between brain oscillations and orthosis movements). We observed that proprioceptive feedback (feeling and seeing hand movements) improved BCI performance significantly. Furthermore, in the contingent positive group only a significant motor learning effect was observed enhancing SMR desynchronization during motor imagery without feedback in time. Furthermore, we observed a significantly stronger SMR desynchronization in the contingent positive group compared to the other groups during active and passive movements. To summarize, we demonstrated that the use of contingent positive proprioceptive feedback BCI enhanced SMR desynchronization during motor tasks.</p></div></front><back><div1 type="bibliography"><listBibl><biblStruct><analytic><author><name sortKey="Birbaumer, N" uniqKey="Birbaumer N">N Birbaumer</name></author><author><name sortKey="Ramos Murguialday, A" uniqKey="Ramos Murguialday A">A Ramos-Murguialday</name></author><author><name sortKey="Cohen, L" uniqKey="Cohen L">L Cohen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="De Vries, S" uniqKey="De Vries S">S de Vries</name></author><author><name sortKey="Mulder, T" uniqKey="Mulder T">T Mulder</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Volpe, Bt" uniqKey="Volpe B">BT Volpe</name></author><author><name sortKey="Krebs, Hi" uniqKey="Krebs H">HI Krebs</name></author><author><name sortKey="Hogan, N" uniqKey="Hogan N">N Hogan</name></author><author><name 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Neuper</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Alegre, M" uniqKey="Alegre M">M Alegre</name></author><author><name sortKey="De Gurtubay, Ig" uniqKey="De Gurtubay I">IG de Gurtubay</name></author><author><name sortKey="Labarga, A" uniqKey="Labarga A">A Labarga</name></author><author><name sortKey="Iriarte, J" uniqKey="Iriarte J">J Iriarte</name></author><author><name sortKey="Malanda, A" uniqKey="Malanda A">A Malanda</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Gomez Rodriguez, M" uniqKey="Gomez Rodriguez M">M Gomez-Rodriguez</name></author><author><name sortKey="Peters, J" uniqKey="Peters J">J Peters</name></author><author><name sortKey="Hill, J" uniqKey="Hill J">J Hill</name></author><author><name sortKey="Scholkopf, B" uniqKey="Scholkopf B">B Scholkopf</name></author><author><name sortKey="Gharabaghi, A" uniqKey="Gharabaghi A">A Gharabaghi</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Bos R, Ds" uniqKey="Bos R D">dS Bos R</name></author><author><name sortKey="Broersen, Pmt" uniqKey="Broersen P">PMT Broersen</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="I, Daubechies" uniqKey="I D">Daubechies I</name></author></analytic></biblStruct><biblStruct></biblStruct><biblStruct><analytic><author><name sortKey="Ganguly, K" uniqKey="Ganguly K">K Ganguly</name></author><author><name sortKey="Carmena, Jm" uniqKey="Carmena J">JM Carmena</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Carmena, Jm" uniqKey="Carmena J">JM Carmena</name></author><author><name sortKey="Lebedev, Ma" uniqKey="Lebedev M">MA Lebedev</name></author><author><name sortKey="Crist, Re" uniqKey="Crist R">RE Crist</name></author><author><name sortKey="O Doherty, Je" uniqKey="O Doherty J">JE O'Doherty</name></author><author><name sortKey="Santucci, Dm" uniqKey="Santucci D">DM Santucci</name></author></analytic></biblStruct><biblStruct><analytic><author><name sortKey="Birbaumer, N" uniqKey="Birbaumer N">N Birbaumer</name></author></analytic></biblStruct></listBibl></div1></back></TEI></record>Pour manipuler ce document sous Unix (Dilib)
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