DC Field | Value | Language |
---|---|---|
dc.contributor.author | Lee, H | - |
dc.contributor.author | Cichocki, A | - |
dc.contributor.author | Choi, S | - |
dc.date.accessioned | 2016-04-01T01:48:43Z | - |
dc.date.available | 2016-04-01T01:48:43Z | - |
dc.date.created | 2009-02-28 | - |
dc.date.issued | 2006-01 | - |
dc.identifier.issn | 0302-9743 | - |
dc.identifier.other | 2006-OAK-0000006323 | - |
dc.identifier.uri | https://oasis.postech.ac.kr/handle/2014.oak/23755 | - |
dc.description.abstract | In this paper, we present a method of feature extraction for motor imagery single trial EEG classification, where we exploit nonnegative matrix factorization (NMF) to select discriminative features in the time-frequency representation of EEG. Experimental results with motor imagery EEG data in BCI competition 2003, show that the method indeed finds meaningful EEG features automatically, while some existing methods should undergo cross-validation to find them. | - |
dc.description.statementofresponsibility | X | - |
dc.language | English | - |
dc.publisher | SPRINGER-VERLAG BERLIN | - |
dc.relation.isPartOf | LECTURE NOTES IN COMPUTER SCIENCE | - |
dc.subject | COMMUNICATION | - |
dc.title | Nonnegative matrix factorization for motor imagery EEG classification | - |
dc.type | Article | - |
dc.contributor.college | 컴퓨터공학과 | - |
dc.identifier.doi | 10.1007/11840930_26 | - |
dc.author.google | Lee, H | - |
dc.author.google | Cichocki, A | - |
dc.author.google | Choi, S | - |
dc.relation.volume | 4132 | - |
dc.relation.startpage | 250 | - |
dc.relation.lastpage | 259 | - |
dc.contributor.id | 10077620 | - |
dc.relation.journal | LECTURE NOTES IN COMPUTER SCIENCE | - |
dc.relation.index | SCI급, SCOPUS 등재논문 | - |
dc.relation.sci | SCIE | - |
dc.collections.name | Conference Papers | - |
dc.type.rims | ART | - |
dc.identifier.bibliographicCitation | LECTURE NOTES IN COMPUTER SCIENCE, v.4132, pp.250 - 259 | - |
dc.identifier.wosid | 000241475200026 | - |
dc.date.tcdate | 2019-01-01 | - |
dc.citation.endPage | 259 | - |
dc.citation.startPage | 250 | - |
dc.citation.title | LECTURE NOTES IN COMPUTER SCIENCE | - |
dc.citation.volume | 4132 | - |
dc.contributor.affiliatedAuthor | Choi, S | - |
dc.identifier.scopusid | 2-s2.0-33749865214 | - |
dc.description.journalClass | 1 | - |
dc.description.journalClass | 1 | - |
dc.description.wostc | 11 | - |
dc.type.docType | Article; Proceedings Paper | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Theory & Methods | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
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