Connectivity analysis as a novel approach to motor decoding for prosthesis control

IEEE Transactions on Neural Systems and Rehabilitation Engineering

Volumn 20, Issue 2, 2012, Pages 143-152

  Benz, Heather L ^a   Zhang, Huaijian ^b   Bezerianos, Anastasios ^c   Acharya, Soumyadipta ^a   Crone, Nathan E ^d   Zheng, Xioaxiang ^b   Thakor, Nitish V ^a  

^a Johns Hopkins University   (United States)

^b ZHEJIANG UNIVERSITY   (China)

^c UNIVERSITY OF PATRAS   (Greece)

^d JOHNS HOPKINS UNIVERSITY SCHOOL OF MEDICINE   (United States)

Author keywords

Brain computer interfaces; connectivity analysis; motor control; time varying dynamic Bayesian networks

Indexed keywords

BRAIN MACHINE INTERFACE; CONNECTIVITY ANALYSIS; CORRELATION COEFFICIENT; ELECTROCORTICOGRAPHY; ELECTRODE PAIRS; ELECTRODE SITES; FEATURE SETS; HAND KINEMATICS; HIGH FREQUENCY POWER; JOINT ANGLE; LOCAL FIELD POTENTIALS; MOTOR CONTROL; MOTOR TASKS; NEURAL SIGNALS; PHASE RELATIONSHIPS; PROSTHESIS CONTROL; SPECTRAL FEATURE; TIME-VARYING DYNAMICS;

BAYESIAN NETWORKS; ELECTROENCEPHALOGRAPHY; PROSTHETICS; SIGNAL PROCESSING; SPECTRUM ANALYSIS;

ELECTROPHYSIOLOGY;

ADOLESCENT; ADULT; ALGORITHM; ARTICLE; BAYES THEOREM; BRAIN; BRAIN CORTEX; COMPUTER INTERFACE; ELECTRODE; ELECTROENCEPHALOGRAPHY; EPILEPSY; EVOKED MUSCLE RESPONSE; FEMALE; HAND; HAND STRENGTH; HUMAN; MALE; METHODOLOGY; MIDDLE AGED; MOTOR CORTEX; MOVEMENT (PHYSIOLOGY); NEUROPROSTHESIS; PHYSIOLOGY; PROSTHESIS;

ADOLESCENT; ADULT; ALGORITHMS; BAYES THEOREM; BRAIN; CEREBRAL CORTEX; ELECTRODES, IMPLANTED; ELECTROENCEPHALOGRAPHY; EPILEPSY; EVOKED POTENTIALS, MOTOR; FEMALE; HAND; HAND STRENGTH; HUMANS; MALE; MIDDLE AGED; MOTOR CORTEX; MOVEMENT; NEURAL PROSTHESES; PROSTHESIS DESIGN; USER-COMPUTER INTERFACE; YOUNG ADULT;

EID: 84859011339     PISSN: 15344320     EISSN: None     Source Type: Journal    
DOI: 10.1109/TNSRE.2011.2175309     Document Type: Article

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