Matches in SemOpenAlex for { <https://semopenalex.org/work/W2149383460> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2149383460 abstract "In motor imagery-based Brain Computer Interfaces (BCIs), Common Spatial Pattern (CSP) algorithm is widely used for extracting discriminative patterns from the EEG signals. However, the CSP algorithm is known to be sensitive to noise and artifacts, and its performance greatly depends on the operational frequency band. To address these issues, this paper proposes a novel Sparse Multi-Frequency Band CSP (SMFBCSP) algorithm optimized using a mutual information-based approach. Compared to the use of the cross-validation-based method which finds the regularization parameters by trial and error, the proposed mutual information-based approach directly computes the optimal regularization parameters such that the computational time is substantially reduced. The experimental results on 11 stroke patients showed that the proposed SMFBCSP significantly outperformed three existing algorithms based on CSP, sparse CSP and filter bank CSP in terms of classification accuracy." @default.
- W2149383460 created "2016-06-24" @default.
- W2149383460 creator A5013613840 @default.
- W2149383460 creator A5031778999 @default.
- W2149383460 creator A5063229067 @default.
- W2149383460 creator A5066840869 @default.
- W2149383460 date "2012-03-01" @default.
- W2149383460 modified "2023-09-26" @default.
- W2149383460 title "Multi-frequency band common spatial pattern with sparse optimization in Brain-Computer Interface" @default.
- W2149383460 cites W2057311210 @default.
- W2149383460 cites W2059915684 @default.
- W2149383460 cites W2099509424 @default.
- W2149383460 cites W2100409538 @default.
- W2149383460 cites W2106006415 @default.
- W2149383460 cites W2142280324 @default.
- W2149383460 cites W2152119085 @default.
- W2149383460 cites W2152863712 @default.
- W2149383460 cites W2154626880 @default.
- W2149383460 cites W2158573165 @default.
- W2149383460 doi "https://doi.org/10.1109/icassp.2012.6288434" @default.
- W2149383460 hasPublicationYear "2012" @default.
- W2149383460 type Work @default.
- W2149383460 sameAs 2149383460 @default.
- W2149383460 citedByCount "4" @default.
- W2149383460 countsByYear W21493834602018 @default.
- W2149383460 countsByYear W21493834602023 @default.
- W2149383460 crossrefType "proceedings-article" @default.
- W2149383460 hasAuthorship W2149383460A5013613840 @default.
- W2149383460 hasAuthorship W2149383460A5031778999 @default.
- W2149383460 hasAuthorship W2149383460A5063229067 @default.
- W2149383460 hasAuthorship W2149383460A5066840869 @default.
- W2149383460 hasConcept C100515483 @default.
- W2149383460 hasConcept C106131492 @default.
- W2149383460 hasConcept C11413529 @default.
- W2149383460 hasConcept C118552586 @default.
- W2149383460 hasConcept C152139883 @default.
- W2149383460 hasConcept C153180895 @default.
- W2149383460 hasConcept C154945302 @default.
- W2149383460 hasConcept C15744967 @default.
- W2149383460 hasConcept C173201364 @default.
- W2149383460 hasConcept C2776135515 @default.
- W2149383460 hasConcept C2776257435 @default.
- W2149383460 hasConcept C2778116611 @default.
- W2149383460 hasConcept C31258907 @default.
- W2149383460 hasConcept C31972630 @default.
- W2149383460 hasConcept C41008148 @default.
- W2149383460 hasConcept C522805319 @default.
- W2149383460 hasConcept C54808283 @default.
- W2149383460 hasConcept C97931131 @default.
- W2149383460 hasConceptScore W2149383460C100515483 @default.
- W2149383460 hasConceptScore W2149383460C106131492 @default.
- W2149383460 hasConceptScore W2149383460C11413529 @default.
- W2149383460 hasConceptScore W2149383460C118552586 @default.
- W2149383460 hasConceptScore W2149383460C152139883 @default.
- W2149383460 hasConceptScore W2149383460C153180895 @default.
- W2149383460 hasConceptScore W2149383460C154945302 @default.
- W2149383460 hasConceptScore W2149383460C15744967 @default.
- W2149383460 hasConceptScore W2149383460C173201364 @default.
- W2149383460 hasConceptScore W2149383460C2776135515 @default.
- W2149383460 hasConceptScore W2149383460C2776257435 @default.
- W2149383460 hasConceptScore W2149383460C2778116611 @default.
- W2149383460 hasConceptScore W2149383460C31258907 @default.
- W2149383460 hasConceptScore W2149383460C31972630 @default.
- W2149383460 hasConceptScore W2149383460C41008148 @default.
- W2149383460 hasConceptScore W2149383460C522805319 @default.
- W2149383460 hasConceptScore W2149383460C54808283 @default.
- W2149383460 hasConceptScore W2149383460C97931131 @default.
- W2149383460 hasLocation W21493834601 @default.
- W2149383460 hasOpenAccess W2149383460 @default.
- W2149383460 hasPrimaryLocation W21493834601 @default.
- W2149383460 hasRelatedWork W1901912999 @default.
- W2149383460 hasRelatedWork W1978174090 @default.
- W2149383460 hasRelatedWork W2018077351 @default.
- W2149383460 hasRelatedWork W2149383460 @default.
- W2149383460 hasRelatedWork W2168051897 @default.
- W2149383460 hasRelatedWork W2778861494 @default.
- W2149383460 hasRelatedWork W2908206593 @default.
- W2149383460 hasRelatedWork W2914609207 @default.
- W2149383460 hasRelatedWork W4304731466 @default.
- W2149383460 hasRelatedWork W4323913936 @default.
- W2149383460 isParatext "false" @default.
- W2149383460 isRetracted "false" @default.
- W2149383460 magId "2149383460" @default.
- W2149383460 workType "article" @default.