Introduction to Non-Invasive EEG-Based Brain-Computer Interfaces for Assistive Technologies: 1st Edition (Hardback) book cover

Introduction to Non-Invasive EEG-Based Brain-Computer Interfaces for Assistive Technologies

1st Edition

Edited by Teodiano Freire Bastos-Filho

CRC Press

120 pages | 79 B/W Illus.

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Hardback: 9780367501976
pub: 2020-07-07
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Description

This book aims to bring to the reader an overview of different applications of brain-computer interfaces (BCIs) based on more than 20 years of experience working on these interfaces. The author provides a review of the human brain and EEG signals, describing the human brain, anatomically and physiologically, with the objective of showing some of the patterns of EEG (electroencephalogram) signals used to control BCIs. It then introduces BCIs and different applications, such as a BCI based on ERD/ERS Patterns in α rhythms (used to command a robotic wheelchair with an augmentative and alternative communication (AAC) system onboard it); a BCI based on dependent-SSVEP to command the same robotic wheelchair; a BCI based on SSVEP to command a telepresence robot and its onboard AAC system; a BCI based on SSVEP to command an autonomous car; a BCI based on independent-SSVEP (using Depth-of-Field) to command the same robotic wheelchair; the use of compressive technique in SSVEP-based BCI; a BCI based on motor imagery (using different techniques) to command a robotic monocycle and a robotic exoskeleton; and the first steps to build a neurorehabilitation system based on motor imagery of pedalling together an in immersive virtual environment. This book is intended for researchers, professionals and students working on assistive technology.

Table of Contents

1. Review of the Human Brain and EEG Signals

Alessandro Botti Benevides, Alan Floriano, Mario Sarcinelli-Filho, Teodiano Freire Bastos-Filho

2. Brain-Computer Interfaces (BCIs)

Alessandro Botti Benevides, Mario Sarcinelli-Filho, Teodiano Freire Bastos-Filho

3. Applications of BCIs

Andre Ferreira, Sandra Muller, Javier Castillo, Richard Godinez, Alan Floriano, Anibal Cotrina Leandro Bueno, Denis Delisle, Ana Cecilia Villa, Alejandra Romero, Alexandre Bissoli, Berthil Longo, Alexandre Pomer, Flavia Loterio, Christiane Goulart, Kevin Hernandez, Maria Dolores Souza, Jessica Lima, Vivianne Cardoso, Celso de la Cruz, Hamilton Rivera, Eduardo Couto, Thomaz Botelho, Dharmendra Gurve, Jeevan Pant, Muhammad Hasan, Sridhar Krishnan, Eliete Caldeira, Anselmo Frizera-Neto, Mario Sarcinelli-Filho, Teodiano Freire Bastos-Filho

4. Future of Non-Invasive BCIs

Teodiano Freire Bastos-Filho

About the Editor

Teodiano Freire Bastos-Filho received his degree in electrical engineering from the Universidade Federal do Espírito Santo, Vitória, Brazil, in 1987, and his Ph.D. in physical sciences from the Universidad Complutense de Madrid, Madrid, Spain, in 1994. He is with the Department of Electrical Engineering, Universidade Federal do Espírito Santo, Vitória, Brazil, and the Brazilian National Council for Scientific and Technological Development (CNPq). His research interests include signal processing, rehabilitation robotics, and assistive technologies.

Subject Categories

BISAC Subject Codes/Headings:
COM079010
COMPUTERS / Social Aspects / Human-Computer Interaction
MED073000
MEDICAL / Physical Medicine & Rehabilitation
SCI089000
SCIENCE / Life Sciences / Neuroscience
TEC059000
TECHNOLOGY & ENGINEERING / Biomedical