An expectation-maximization algorithm based Kalman smoother approach for single-trial estimation of event-related potentials

Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS

Volumn , Issue , 2012, Pages 6534-6538

  Ting, Chee Ming ^a   Samdin, S Balqis ^a   Salleh, Sh Hussain ^a   Omar, M Hafizi ^a   Kamarulafizam, I ^a  

^a UNIVERSITI TEKNOLOGI MALAYSIA   (Malaysia)

Author keywords

Event related potentials; expectation maximization algorithm; Kalman smoother

Indexed keywords

AKAIKE INFORMATION CRITERION; AUDITORY BRAINSTEM RESPONSE; COMPLEX COVARIANCE; COVARIANCE STRUCTURES; EVENT RELATED POTENTIALS; EXPECTATION MAXIMIZATION; EXPECTATION-MAXIMIZATION ALGORITHMS; HEARING LOSS; KALMAN SMOOTHER; MANUAL TUNING; MARKOV DIFFUSIONS; MODEL PARAMETERS; OPTIMAL FILTERING; OPTIMAL MODEL; SINGLE-TRIAL ESTIMATION; STATE PARAMETERS;

ALGORITHMS; AUDITION; ESTIMATION; MAXIMUM LIKELIHOOD ESTIMATION; STATISTICAL TESTS;

PARAMETER ESTIMATION;

ACOUSTICS; ALGORITHM; ARTICLE; BRAIN STEM; CALIBRATION; ELECTROENCEPHALOGRAPHY; EVOKED RESPONSE; HUMAN; METHODOLOGY; NORMAL DISTRIBUTION; PATHOLOGY; PHYSIOLOGY; PROBABILITY; REPRODUCIBILITY; SIGNAL NOISE RATIO; SIGNAL PROCESSING; STATISTICAL MODEL; TIME;

ACOUSTICS; ALGORITHMS; BRAIN STEM; CALIBRATION; ELECTROENCEPHALOGRAPHY; EVOKED POTENTIALS; HUMANS; LIKELIHOOD FUNCTIONS; LINEAR MODELS; MARKOV CHAINS; NORMAL DISTRIBUTION; REPRODUCIBILITY OF RESULTS; SIGNAL PROCESSING, COMPUTER-ASSISTED; SIGNAL-TO-NOISE RATIO; TIME FACTORS;

EID: 84884190353     PISSN: 1557170X     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/EMBC.2012.6347491     Document Type: Conference Paper

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