A brain-computer interface with vibrotactile biofeedback for haptic information.
Identifieur interne : 001575 ( PubMed/Corpus ); précédent : 001574; suivant : 001576A brain-computer interface with vibrotactile biofeedback for haptic information.
Auteurs : Aniruddha Chatterjee ; Vikram Aggarwal ; Ander Ramos ; Soumyadipta Acharya ; Nitish V. ThakorSource :
- Journal of neuroengineering and rehabilitation [ 1743-0003 ] ; 2007.
English descriptors
- KwdEn :
- MESH :
- methods : Biofeedback, Psychology, Electroencephalography.
- physiology : Brain, Evoked Potentials, Somatosensory, Imagination, Touch.
- Adult, Female, Humans, Male, Task Performance and Analysis, User-Computer Interface, Vibration.
Abstract
It has been suggested that Brain-Computer Interfaces (BCI) may one day be suitable for controlling a neuroprosthesis. For closed-loop operation of BCI, a tactile feedback channel that is compatible with neuroprosthetic applications is desired. Operation of an EEG-based BCI using only vibrotactile feedback, a commonly used method to convey haptic senses of contact and pressure, is demonstrated with a high level of accuracy.
DOI: 10.1186/1743-0003-4-40
PubMed: 17941986
Links to Exploration step
pubmed:17941986Le document en format XML
<record><TEI><teiHeader><fileDesc><titleStmt><title xml:lang="en">A brain-computer interface with vibrotactile biofeedback for haptic information.</title><author><name sortKey="Chatterjee, Aniruddha" sort="Chatterjee, Aniruddha" uniqKey="Chatterjee A" first="Aniruddha" last="Chatterjee">Aniruddha Chatterjee</name><affiliation><nlm:affiliation>Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, USA. ani.chatterjee@gmail.com</nlm:affiliation></affiliation></author><author><name sortKey="Aggarwal, Vikram" sort="Aggarwal, Vikram" uniqKey="Aggarwal V" first="Vikram" last="Aggarwal">Vikram Aggarwal</name></author><author><name sortKey="Ramos, Ander" sort="Ramos, Ander" uniqKey="Ramos A" first="Ander" last="Ramos">Ander Ramos</name></author><author><name sortKey="Acharya, Soumyadipta" sort="Acharya, Soumyadipta" uniqKey="Acharya S" first="Soumyadipta" last="Acharya">Soumyadipta Acharya</name></author><author><name sortKey="Thakor, Nitish V" sort="Thakor, Nitish V" uniqKey="Thakor N" first="Nitish V" last="Thakor">Nitish V. Thakor</name></author></titleStmt><publicationStmt><idno type="wicri:source">PubMed</idno><date when="2007">2007</date><idno type="doi">10.1186/1743-0003-4-40</idno><idno type="RBID">pubmed:17941986</idno><idno type="pmid">17941986</idno><idno type="wicri:Area/PubMed/Corpus">001575</idno></publicationStmt><sourceDesc><biblStruct><analytic><title xml:lang="en">A brain-computer interface with vibrotactile biofeedback for haptic information.</title><author><name sortKey="Chatterjee, Aniruddha" sort="Chatterjee, Aniruddha" uniqKey="Chatterjee A" first="Aniruddha" last="Chatterjee">Aniruddha Chatterjee</name><affiliation><nlm:affiliation>Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, USA. ani.chatterjee@gmail.com</nlm:affiliation></affiliation></author><author><name sortKey="Aggarwal, Vikram" sort="Aggarwal, Vikram" uniqKey="Aggarwal V" first="Vikram" last="Aggarwal">Vikram Aggarwal</name></author><author><name sortKey="Ramos, Ander" sort="Ramos, Ander" uniqKey="Ramos A" first="Ander" last="Ramos">Ander Ramos</name></author><author><name sortKey="Acharya, Soumyadipta" sort="Acharya, Soumyadipta" uniqKey="Acharya S" first="Soumyadipta" last="Acharya">Soumyadipta Acharya</name></author><author><name sortKey="Thakor, Nitish V" sort="Thakor, Nitish V" uniqKey="Thakor N" first="Nitish V" last="Thakor">Nitish V. Thakor</name></author></analytic><series><title level="j">Journal of neuroengineering and rehabilitation</title><idno type="eISSN">1743-0003</idno><imprint><date when="2007" type="published">2007</date></imprint></series></biblStruct></sourceDesc></fileDesc><profileDesc><textClass><keywords scheme="KwdEn" xml:lang="en"><term>Adult</term><term>Biofeedback, Psychology (methods)</term><term>Brain (physiology)</term><term>Electroencephalography (methods)</term><term>Evoked Potentials, Somatosensory (physiology)</term><term>Female</term><term>Humans</term><term>Imagination (physiology)</term><term>Male</term><term>Task Performance and Analysis</term><term>Touch (physiology)</term><term>User-Computer Interface</term><term>Vibration</term></keywords><keywords scheme="MESH" qualifier="methods" xml:lang="en"><term>Biofeedback, Psychology</term><term>Electroencephalography</term></keywords><keywords scheme="MESH" qualifier="physiology" xml:lang="en"><term>Brain</term><term>Evoked Potentials, Somatosensory</term><term>Imagination</term><term>Touch</term></keywords><keywords scheme="MESH" xml:lang="en"><term>Adult</term><term>Female</term><term>Humans</term><term>Male</term><term>Task Performance and Analysis</term><term>User-Computer Interface</term><term>Vibration</term></keywords></textClass></profileDesc></teiHeader><front><div type="abstract" xml:lang="en">It has been suggested that Brain-Computer Interfaces (BCI) may one day be suitable for controlling a neuroprosthesis. For closed-loop operation of BCI, a tactile feedback channel that is compatible with neuroprosthetic applications is desired. Operation of an EEG-based BCI using only vibrotactile feedback, a commonly used method to convey haptic senses of contact and pressure, is demonstrated with a high level of accuracy.</div></front></TEI><pubmed><MedlineCitation Owner="NLM" Status="MEDLINE"><PMID Version="1">17941986</PMID><DateCreated><Year>2007</Year><Month>12</Month><Day>06</Day></DateCreated><DateCompleted><Year>2008</Year><Month>01</Month><Day>23</Day></DateCompleted><DateRevised><Year>2014</Year><Month>09</Month><Day>04</Day></DateRevised><Article PubModel="Electronic"><Journal><ISSN IssnType="Electronic">1743-0003</ISSN><JournalIssue CitedMedium="Internet"><Volume>4</Volume><PubDate><Year>2007</Year></PubDate></JournalIssue><Title>Journal of neuroengineering and rehabilitation</Title><ISOAbbreviation>J Neuroeng Rehabil</ISOAbbreviation></Journal><ArticleTitle>A brain-computer interface with vibrotactile biofeedback for haptic information.</ArticleTitle><Pagination><MedlinePgn>40</MedlinePgn></Pagination><Abstract><AbstractText Label="BACKGROUND" NlmCategory="BACKGROUND">It has been suggested that Brain-Computer Interfaces (BCI) may one day be suitable for controlling a neuroprosthesis. For closed-loop operation of BCI, a tactile feedback channel that is compatible with neuroprosthetic applications is desired. Operation of an EEG-based BCI using only vibrotactile feedback, a commonly used method to convey haptic senses of contact and pressure, is demonstrated with a high level of accuracy.</AbstractText><AbstractText Label="METHODS" NlmCategory="METHODS">A Mu-rhythm based BCI using a motor imagery paradigm was used to control the position of a virtual cursor. The cursor position was shown visually as well as transmitted haptically by modulating the intensity of a vibrotactile stimulus to the upper limb. A total of six subjects operated the BCI in a two-stage targeting task, receiving only vibrotactile biofeedback of performance. The location of the vibration was also systematically varied between the left and right arms to investigate location-dependent effects on performance.</AbstractText><AbstractText Label="RESULTS AND CONCLUSION" NlmCategory="CONCLUSIONS">Subjects are able to control the BCI using only vibrotactile feedback with an average accuracy of 56% and as high as 72%. These accuracies are significantly higher than the 15% predicted by random chance if the subject had no voluntary control of their Mu-rhythm. The results of this study demonstrate that vibrotactile feedback is an effective biofeedback modality to operate a BCI using motor imagery. In addition, the study shows that placement of the vibrotactile stimulation on the biceps ipsilateral or contralateral to the motor imagery introduces a significant bias in the BCI accuracy. This bias is consistent with a drop in performance generated by stimulation of the contralateral limb. Users demonstrated the capability to overcome this bias with training.</AbstractText></Abstract><AuthorList CompleteYN="Y"><Author ValidYN="Y"><LastName>Chatterjee</LastName><ForeName>Aniruddha</ForeName><Initials>A</Initials><AffiliationInfo><Affiliation>Department of Biomedical Engineering, The Johns Hopkins University, Baltimore, MD, USA. ani.chatterjee@gmail.com</Affiliation></AffiliationInfo></Author><Author ValidYN="Y"><LastName>Aggarwal</LastName><ForeName>Vikram</ForeName><Initials>V</Initials></Author><Author ValidYN="Y"><LastName>Ramos</LastName><ForeName>Ander</ForeName><Initials>A</Initials></Author><Author ValidYN="Y"><LastName>Acharya</LastName><ForeName>Soumyadipta</ForeName><Initials>S</Initials></Author><Author ValidYN="Y"><LastName>Thakor</LastName><ForeName>Nitish V</ForeName><Initials>NV</Initials></Author></AuthorList><Language>eng</Language><PublicationTypeList><PublicationType UI="D016428">Journal Article</PublicationType><PublicationType UI="D013486">Research Support, U.S. Gov't, Non-P.H.S.</PublicationType></PublicationTypeList><ArticleDate DateType="Electronic"><Year>2007</Year><Month>10</Month><Day>17</Day></ArticleDate></Article><MedlineJournalInfo><Country>England</Country><MedlineTA>J Neuroeng Rehabil</MedlineTA><NlmUniqueID>101232233</NlmUniqueID><ISSNLinking>1743-0003</ISSNLinking></MedlineJournalInfo><CitationSubset>IM</CitationSubset><CommentsCorrectionsList><CommentsCorrections RefType="Cites"><RefSource>Science. 2002 Jun 7;296(5574):1829-32</RefSource><PMID Version="1">12052948</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Rehabil Eng. 2000 Dec;8(4):447-56</RefSource><PMID Version="1">11204035</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2003 Jun;11(2):181-4</RefSource><PMID Version="1">12899268</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2003 Jun;11(2):192-5</RefSource><PMID Version="1">12899272</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Percept Psychophys. 2003 Oct;65(7):1058-77</RefSource><PMID Version="1">14674633</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>PLoS Biol. 2003 Nov;1(2):E42</RefSource><PMID Version="1">14624244</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>J Neurosci Methods. 2004 Mar 15;134(1):9-21</RefSource><PMID Version="1">15102499</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>J Neurophysiol. 1972 Jan;35(1):122-36</RefSource><PMID Version="1">4621505</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Med Biol Eng. 1976 May;14(3):289-94</RefSource><PMID Version="1">940388</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Prosthet Orthot Int. 1989 Apr;13(1):14-8</RefSource><PMID Version="1">2717379</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>J Rehabil Res Dev. 1989 Summer;26(3):53-62</RefSource><PMID Version="1">2666644</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Biomed Eng. 1991 Jan;38(1):1-16</RefSource><PMID Version="1">2026426</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>J Rehabil Res Dev. 1992 Winter;29(1):1-8</RefSource><PMID Version="1">1740774</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Electroencephalogr Clin Neurophysiol. 1994 Jun;90(6):444-9</RefSource><PMID Version="1">7515787</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Proc Natl Acad Sci U S A. 1994 Aug 16;91(17):8122-6</RefSource><PMID Version="1">8058767</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Proc Natl Acad Sci U S A. 2004 Dec 21;101(51):17849-54</RefSource><PMID Version="1">15585584</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Med Prog Technol. 1979 Jan 30;6(2):73-9</RefSource><PMID Version="1">431509</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Arch Phys Med Rehabil. 2006 Mar;87(3 Suppl 1):S3-9</RefSource><PMID Version="1">16500187</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2006 Jun;14(2):126-7</RefSource><PMID Version="1">16792275</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2006 Jun;14(2):147-52</RefSource><PMID Version="1">16792281</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2006 Jun;14(2):225-9</RefSource><PMID Version="1">16792300</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Neural Syst Rehabil Eng. 2006 Jun;14(2):229-33</RefSource><PMID Version="1">16792301</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nature. 2006 Jul 13;442(7099):125-7</RefSource><PMID Version="1">16837993</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Nature. 2006 Jul 13;442(7099):164-71</RefSource><PMID Version="1">16838014</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Neuron. 2006 Oct 5;52(1):205-20</RefSource><PMID Version="1">17015237</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Biol Psychol. 2006 Oct;73(3):242-52</RefSource><PMID Version="1">16860920</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Conf Proc IEEE Eng Med Biol Soc. 2006;1:1323-6</RefSource><PMID Version="1">17946038</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Rehabil Eng. 2000 Jun;8(2):190-3</RefSource><PMID Version="1">10896183</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>IEEE Trans Rehabil Eng. 2000 Dec;8(4):441-6</RefSource><PMID Version="1">11204034</PMID></CommentsCorrections><CommentsCorrections RefType="Cites"><RefSource>Biol Psychol. 2003 Jul;63(3):237-51</RefSource><PMID Version="1">12853169</PMID></CommentsCorrections></CommentsCorrectionsList><MeshHeadingList><MeshHeading><DescriptorName MajorTopicYN="N" UI="D000328">Adult</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D001676">Biofeedback, Psychology</DescriptorName><QualifierName MajorTopicYN="Y" UI="Q000379">methods</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D001921">Brain</DescriptorName><QualifierName MajorTopicYN="Y" UI="Q000502">physiology</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D004569">Electroencephalography</DescriptorName><QualifierName MajorTopicYN="Y" UI="Q000379">methods</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D005073">Evoked Potentials, Somatosensory</DescriptorName><QualifierName MajorTopicYN="N" UI="Q000502">physiology</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D005260">Female</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D006801">Humans</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D007092">Imagination</DescriptorName><QualifierName MajorTopicYN="Y" UI="Q000502">physiology</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D008297">Male</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="Y" UI="D013647">Task Performance and Analysis</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D014110">Touch</DescriptorName><QualifierName MajorTopicYN="Y" UI="Q000502">physiology</QualifierName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="Y" UI="D014584">User-Computer Interface</DescriptorName></MeshHeading><MeshHeading><DescriptorName MajorTopicYN="N" UI="D014732">Vibration</DescriptorName></MeshHeading></MeshHeadingList><OtherID Source="NLM">PMC2104531</OtherID></MedlineCitation><PubmedData><History><PubMedPubDate PubStatus="received"><Year>2007</Year><Month>3</Month><Day>31</Day></PubMedPubDate><PubMedPubDate PubStatus="accepted"><Year>2007</Year><Month>10</Month><Day>17</Day></PubMedPubDate><PubMedPubDate PubStatus="aheadofprint"><Year>2007</Year><Month>10</Month><Day>17</Day></PubMedPubDate><PubMedPubDate PubStatus="pubmed"><Year>2007</Year><Month>10</Month><Day>19</Day><Hour>9</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="medline"><Year>2008</Year><Month>1</Month><Day>24</Day><Hour>9</Hour><Minute>0</Minute></PubMedPubDate><PubMedPubDate PubStatus="entrez"><Year>2007</Year><Month>10</Month><Day>19</Day><Hour>9</Hour><Minute>0</Minute></PubMedPubDate></History><PublicationStatus>epublish</PublicationStatus><ArticleIdList><ArticleId IdType="pii">1743-0003-4-40</ArticleId><ArticleId IdType="doi">10.1186/1743-0003-4-40</ArticleId><ArticleId IdType="pubmed">17941986</ArticleId><ArticleId IdType="pmc">PMC2104531</ArticleId></ArticleIdList></PubmedData></pubmed></record>Pour manipuler ce document sous Unix (Dilib)
EXPLOR_STEP=$WICRI_ROOT/Ticri/CIDE/explor/HapticV1/Data/PubMed/Corpus
HfdSelect -h $EXPLOR_STEP/biblio.hfd -nk 001575 | SxmlIndent | more
Ou
HfdSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd -nk 001575 | SxmlIndent | more
Pour mettre un lien sur cette page dans le réseau Wicri
{{Explor lien
|wiki= Ticri/CIDE
|area= HapticV1
|flux= PubMed
|étape= Corpus
|type= RBID
|clé= pubmed:17941986
|texte= A brain-computer interface with vibrotactile biofeedback for haptic information.
}}
Pour générer des pages wiki
HfdIndexSelect -h $EXPLOR_AREA/Data/PubMed/Corpus/RBID.i -Sk "pubmed:17941986" \
| HfdSelect -Kh $EXPLOR_AREA/Data/PubMed/Corpus/biblio.hfd \
| NlmPubMed2Wicri -a HapticV1
| This area was generated with Dilib version V0.6.23. |  |