Comprehensive common spatial patterns with temporal structure information of EEG data: Minimizing nontask related EEG component

IEEE Transactions on Biomedical Engineering

Volumn 59, Issue 9, 2012, Pages 2496-2505

  Wang, Haixian ^a   Xu, Dong ^b  

^a Southeast University   (China)

^b NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

ell1 graph; Brain computer interfaces; common spatial patterns (CSP); comprehensive learning

Indexed keywords

BRAIN-COMPUTER INTERFACES (BCI); COMMON SPATIAL PATTERNS; COMPREHENSIVE LEARNING; DATA SETS; GENERALIZATION CAPACITY; GENERALIZATION PERFORMANCE; LINEAR REPRESENTATION; MULTICHANNEL EEG; NON-STATIONARITIES; OBJECTIVE FUNCTIONS; OVERFITTING; REGULARIZER; SINGLE-TRIAL EEG; TEMPORAL CORRELATIONS; TEMPORAL RELATIONSHIPS; TEMPORAL STRUCTURES; TRAINING TRIALS;

BRAIN COMPUTER INTERFACE; CLASSIFICATION (OF INFORMATION);

ELECTROENCEPHALOGRAPHY;

ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; COMMON SPATIAL PATTERN; DATA ANALYSIS; ELECTROENCEPHALOGRAM; MATHEMATICAL ANALYSIS;

BRAIN-COMPUTER INTERFACES; DATABASES, FACTUAL; ELECTROENCEPHALOGRAPHY; HUMANS; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUPPORT VECTOR MACHINES;

EID: 84865454574     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2205383     Document Type: Article

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