Elsevier Science & Technology - Advances In Neural Engineering Volume 1 Signal Processing Strategies - Paperback

Binding: Paperback
Description: Neural engineering is an emerging and fast - moving interdisciplinary research area that combines engineering with (a) electronic and photonic technologies (b) computer science (c) physics (d) chemistry (e) mathematics and (f) cellular molecular cognitive and behavioral neuroscience. This helps us understand the organizational principles and underlying mechanisms of the biology of neural systems and to further to study the behavioral dynamics and complexity of neural systems in nature. The field of neural engineering deals with many aspects of basic and clinical problems associated with neural dysfunction including (i) the representation of sensory and motor information (ii) electrical stimulation of the neuromuscular system to control muscle activation and movement (iii) the analysis and visualization of complex neural systems at multiscale from the single cell to system levels to understand the underlying mechanisms (iv) development of novel electronic and photonic devices and techniques for experimental probing the neural simulation studies (v) the design and development of human - machine interface systems and artificial vision sensors and (vi) neural prosthesis to restore and enhance the impaired sensory and motor systems and functions. To highlight this emerging discipline Dr. Ayman El - Baz and Dr. Jasjit Suri have developed Advances in Neural Engineering covering the broad spectrum of neural engineering subfields and applications. This Series includes 7 volumes in the following order: Volume 1: Signal Processing Strategies Volume 2: Brain - Computer Interfaces Volume 3: Diagnostic Imaging Systems Volume 4: Brain Pathologies and Disorders Volume 5: Computing and Data Technologies Volume 6: Advanced Brain Imaging Techniques and Volume 7: Neural Science Ethics. Volume 1 provides a comprehensive review of dominant feature extraction methods and classification algorithms in the brain - computer interfaces for motor imagery tasks. The authors discuss existing challenges in the domain of motor imagery brain - computer interface and suggest possible research directions.
Title: Advances In Neural Engineering Volume 1 Signal Processing Strategies
Brand: Elsevier Science & Technology
Barcode: 9780323954372
Pages: 420 Pages
Publication Date: 11/13/2024
Series: Advances in Neural Engineering
Category: Signal Processing