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Brain-machine interface engineering

Author: Justin Cort Sanchez; J C Príncipe
Publisher: [San Rafael, Calif.] : Morgan & Claypool Publishers, ©2007.
Series: Synthesis lectures on biomedical engineering, #17.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:
"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  Read more...
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Details

Document Type: Book
All Authors / Contributors: Justin Cort Sanchez; J C Príncipe
ISBN: 9781598290349 1598290347 9781598290356 1598290355
OCLC Number: 190785772
Description: ix, 234 pages : illustrations, portraits ; 24 cm.
Contents: 1. Introduction to Neural Interfaces --
2. Foundations of Neuronal Representations --
3. Input-Output BMI Models --
4. Regularization Techniques for BMI Models --
5. Neural Decoding Using Generative BMI Models --
6. Adaptive Algorithms for Point Processes --
7. BMI Systems.
Series Title: Synthesis lectures on biomedical engineering, #17.
Responsibility: Justin C. Sanchez and José C. Principe.

Abstract:

Provides a practical framework for understanding the motivation and techniques of applying signal processing methodologies to brain-machine interaction (BMI) design and experimentation. Each chapter  Read more...

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