TY - BOOK AU - Oweiss,Karim G. TI - Statistical signal processing for neuroscience and neurotechnology SN - 9780123750273 U1 - 616.8047547 22 PY - 2010/// CY - Burlington, MA PB - Academic Press/Elsevier KW - Electroencephalography KW - Neurotechnology (Bioengineering) KW - Signal processing KW - Digital techniques KW - Brain mapping KW - Brain KW - physiology KW - Signal Processing, Computer-Assisted KW - Brain Mapping KW - instrumentation KW - Man-Machine Systems KW - Prostheses and Implants KW - User-Computer Interface N1 - Includes bibliographical references and index; Detection and classification of extracellular action potential recordings / Karim G. Oweiss and Mehdi A. Aghagolzadeh -- Information-theoretic analysis of neural data / Don H. Johnson -- Identification of nonlinear dynamics in neural population activity / Dong Song and Theodore W. Berger -- Graphical models of functional and effective neuronal connectivity / Seif M. Eldawlatly and Karim G. Oweiss -- State-space modeling of neural spike train and behavioral data / Zhe Chen, Riccardo Barbieri, and Emery N. Brown -- Neural decoding for motor and communication prostheses / Byron M. Yu ... [et al.] -- Inner products for representation and learning in the spike train domain / Antonio R.C. Paiva, Il Park, and Jos�e C. Pr�incipe -- Signal processing and machine learning for single-trial analysis of simultaneously acquired EEG and fMRI / Paul Sajda ... [et al.] -- Statistical pattern recognition and machine learning in brain-computer interfaces / Rajesh P.N. Rao and Reinhold Scherer -- Prediction of muscle activity from cortical signals to restore hand grasp in subjects with spinal cord injury / Emily R. Oby ... [et al.] UR - http://www.loc.gov/catdir/enhancements/fy1606/2010012521-d.html ER -