Brain-Machine Interface Engineering

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Brain-Machine Interface Engineering (Synthesis Lectures on Biomedical Engineering)
By Jose Principe, Justin C. Sanchez

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Publisher:  Morgan & Claypool Publishers
Number Of Pages:  230
Publication Date:  2006-11-01
ISBN-10 / ASIN:  1598290347
ISBN-13 / EAN:  9781598290349
Binding:  Paperback


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Book Description:

Brain-Machine Interaction provides a unique framework for understanding the motivation and techniques of applying signal processing methodologies to brain-machine interaction (BMI) design and experimentation. Each chapter begins with a historical perspective and motivating example illustrating the need for this approach in BMI design. Included in each chapter is a list of assumptions associated with each methodological choice and the impact on BMI performance. To validate and advance the state-of-the-art of BMI modeling design, model performance is discussed and how the proposed model represents the neural-to-motor mappings. Finally, the feasibility of building BMIs (technical and practical aspects) is developed in the context of digital computational hardware.