
Brain-Machine Interface Engineering
Morgan & Claypool Publishers
Published on 30. November 2006
Book
Paperback/Softback
234 pages
978-1-59829-034-9 (ISBN)
Description
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.
More details
Series
Language
English
Place of publication
San Rafael
United States
Target group
Professional and scholarly
Dimensions
Height: 235 mm
Width: 187 mm
ISBN-13
978-1-59829-034-9 (9781598290349)
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Schweitzer Classification
Content
- 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
- 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