Brain-Computer Interfacing: An Introduction

ISBN-13: 9781108708012 / Angielski / Miękka / 2019 / 335 str.

Rajesh P. N. Rao

Opis

This introduction to brain-computer interfacing is designed for courses on neural engineering or brain-computer interfacing for students from wide-ranging disciplines.

Recenzje

'Brain-computer interfacing is one of the fastest growing areas of neuroengineering and Rajesh P. N. Rao has written the go-to book for anyone who wants an introduction and a clear overview of the field. The book includes questions and exercises at the end of each chapter to help students master the material and a mathematical appendix to make the technical aspects more accessible to all.' Terrence Sejnowski, Howard Hughes Medical Institute Investigator and Francis Crick Professor at the Salk Institute for Biological Studies, California

Spis treści

1. Introduction; Part I. Background: 2. Basic neuroscience; 3. Recording and stimulating the brain; 4. Signal processing; 5. Machine learning; Part II. Putting it All Together: 6. Building a BCI; Part III. Major Types of BCIs: 7. Invasive BCIs; 8. Semi-invasive BCIs; 9. Non-invasive BCIs; 10. BCIs that stimulate; 11. Bidirectional and recurrent BCIs; Part IV. Applications and Ethics: 12. Applications of BCIs; 13. Ethics of brain-computer interfacing; 14. Conclusion; Bibliography; Index.