Multiclass common spatial patterns and information theoretic feature extraction

IEEE Transactions on Biomedical Engineering

Volumn 55, Issue 8, 2008, Pages 1991-2000

  Grosse Wentrup, Moritz ^a   Buss, Martin ^a  

^a TECHNICAL UNIVERSITY OF MUNICH   (Germany)

Author keywords

Brain computer interfaces; Common spatial patterns; Information theoretic feature extraction; Spatial filtering

Indexed keywords

CLASSIFICATION (OF INFORMATION); COMPUTER OPERATING PROCEDURES; EQUIVALENCE CLASSES; HEURISTIC METHODS; HEURISTIC PROGRAMMING; INDEPENDENT COMPONENT ANALYSIS; INFORMATION THEORY; INTERFACES (COMPUTER); LABELING; LABELS; MULTIVARIANT ANALYSIS; RISK ASSESSMENT;

BRAIN COMPUTER INTERFACES (BCI); CLASS LABELS; CLASS PROBABILITIES; CLASSIFICATION ERRORS; COMMON SPATIAL PATTERN (CSP); COMMON SPATIAL PATTERNS (CSP); DATA SETS; DIAGONALIZATION; INDEPENDENT COMPONENT ANALYSIS (ICA); INDEPENDENT COMPONENTS; MEAN CLASSIFICATION; MULTI CLASS; MUTUAL INFORMATION (MI); OPTIMALITY; SPATIAL FILTERING;

FEATURE EXTRACTION;

ACCURACY; ALGORITHM; ARTICLE; BRAIN COMPUTER INTERFACE; COMMON SPATIAL PATTERN ALGORITHM; ELECTROENCEPHALOGRAM; INDEPENDENT COMPONENT ANALYSIS; INFORMATION SCIENCE; INFORMATION THEORETIC FEATURE EXTRACTION; PNEUMOGRAPHY;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BRAIN MAPPING; ELECTROENCEPHALOGRAPHY; HUMANS; MAGNETOENCEPHALOGRAPHY; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY;

EID: 47649120727     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2008.921154     Document Type: Article

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