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Brain-Machine Interface Engineering

Jose C Principe author Justin Sanchez author

Format:Paperback

Publisher:Springer International Publishing AG

Published:31st Dec '07

Currently unavailable, and unfortunately no date known when it will be back

Brain-Machine Interface Engineering cover

Neural interfaces are one of the most exciting emerging technologies to impact bioengineering and neuroscience because they enable an alternate communication channel linking directly the nervous system with man-made devices. This book reveals the essential engineering principles and signal processing tools for deriving control commands from bioelectric signals in large ensembles of neurons. The topics featured include analysis techniques for determining neural representation, modeling in motor systems, computing with neural spikes, and hardware implementation of neural interfaces. Beginning with an exploration of the historical developments that have led to the decoding of information from neural interfaces, this book compares the theory and performance of new neural engineering approaches for BMIs. Contents: Introduction to Neural Interfaces / Foundations of Neuronal Representations / Input-Outpur BMI Models / Regularization Techniques for BMI Models / Neural Decoding Using Generative BMI Models / Adaptive Algorithms for Point Processes / BMI Systems

ISBN: 9783031004933

Dimensions: unknown

Weight: 474g

234 pages