Statistical signal processing for neuroscience and neurotechnology. (©2010)

• Record Type: Book
• Further Information: Note: Edited by Karim G. Oweiss.
• Other Names: Oweiss, Karim G
• Contents: 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 [and others] -- Inner products for representation and learning in the spike train domain / Antonio R.C. Paiva, Il Park, and José C. Príncipe -- Signal processing and machine learning for single-trial analysis of simultaneously acquired EEG and fMRI / Paul Sajda [and others] -- 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 [and others].
• Publisher Details: Burlington, MA : Academic Press/Elsevier
• Publication Date: 2010
• Copyright Date: 2010
• Extent: 1 online resource (xxii, 411 pages), illustrations
• Subjects: 616.8/047547; Electroencephalography; Signal processing -- Digital techniques; Brain mapping; Brain -- physiology; Signal Processing, Computer-Assisted; Brain Mapping -- instrumentation; Man-Machine Systems; Prostheses and Implants; User-Computer Interface; Electroencephalography; Signal processing -- Digital techniques; Brain mapping; HEALTH & FITNESS -- Diseases -- Nervous System (incl. Brain); MEDICAL -- Neurology; Brain mapping; Electroencephalography; Signal processing -- Digital techniques; Electronic books
• Languages: English
• ISBNs: 0080962963; 9780080962962
• Related ISBNs: 9780123750273; 012375027X
• Notes: Note: Includes bibliographical references and index.; Note: Print version record.
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.