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Brain-Computer Interfaces

Revolutionizing Human-Computer Interaction

  • Book
  • © 2010

Overview

Editors:
  1. Bernhard Graimann

    1. Otto Bock HealthCare GmbH, Duderstadt, Germany

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    You can also search for this editor in PubMed   Google Scholar

  2. Gert Pfurtscheller

    1. Institut für Semantische Datenanalyse/, Knowledge Discovery, Technische Universität Graz, Graz, Austria

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    You can also search for this editor in PubMed   Google Scholar

  3. Brendan Allison

    1. Inst. Semantische Datenanalyse, Brain-Computer Interface Labor (BCI), TU Graz, Graz, Austria

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    You can also search for this editor in PubMed   Google Scholar

  • Gives detailed insight into a revolutionary new technology
  • Accessible treatment of a vital and highly interdisciplinary endeavour
  • Ideal overview for newcomers to the field
  • Includes supplementary material: sn.pub/extras

Part of the book series: The Frontiers Collection (FRONTCOLL)

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Table of contents (19 chapters)

  1. Front Matter

    Pages i-xiv
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  2. Brain–Computer Interfaces: A Gentle Introduction

    • Bernhard Graimann, Brendan Allison, Gert Pfurtscheller
    Pages 1-27

  3. Brain Signals for Brain–Computer Interfaces

    • Jonathan R. Wolpaw, Chadwick B. Boulay
    Pages 29-46

  4. Dynamics of Sensorimotor Oscillations in a Motor Task

    • Gert Pfurtscheller, Christa Neuper
    Pages 47-64

  5. Neurofeedback Training for BCI Control

    • Christa Neuper, Gert Pfurtscheller
    Pages 65-78

  6. The Graz Brain-Computer Interface

    • Gert Pfurtscheller, Clemens Brunner, Robert Leeb, Reinhold Scherer, Gernot R. Müller-Putz, Christa Neuper
    Pages 79-96

  7. BCIs in the Laboratory and at Home: The Wadsworth Research Program

    • Eric W. Sellers, Dennis J. McFarland, Theresa M. Vaughan, Jonathan R. Wolpaw
    Pages 97-111

  8. Detecting Mental States by Machine Learning Techniques: The Berlin Brain–Computer Interface

    • Benjamin Blankertz, Michael Tangermann, Carmen Vidaurre, Thorsten Dickhaus, Claudia Sannelli, Florin Popescu et al.
    Pages 113-135

  9. Practical Designs of Brain–Computer Interfaces Based on the Modulation of EEG Rhythms

    • Yijun Wang, Xiaorong Gao, Bo Hong, Shangkai Gao
    Pages 137-154

  10. Brain–Computer Interface in Neurorehabilitation

    • Niels Birbaumer, Paul Sauseng
    Pages 155-169

  11. Non Invasive BCIs for Neuroprostheses Control of the Paralysed Hand

    • Gernot R. Müller-Putz, Reinhold Scherer, Gert Pfurtscheller, Rüdiger Rupp
    Pages 171-184

  12. Brain–Computer Interfaces for Communication and Control in Locked-in Patients

    • Femke Nijboer, Ursula Broermann
    Pages 185-201

  13. Intracortical BCIs: A Brief History of Neural Timing

    • Dawn M. Taylor, Michael E. Stetner
    Pages 203-219

  14. BCIs Based on Signals from Between the Brain and Skull

    • Jane E. Huggins
    Pages 221-239

  15. A Simple, Spectral-Change Based, Electrocorticographic Brain–Computer Interface

    • Kai J. Miller, Jeffrey G. Ojemann
    Pages 241-258

  16. Using BCI2000 in BCI Research

    • Jürgen Mellinger, Gerwin Schalk
    Pages 259-279

  17. The First Commercial Brain–Computer Interface Environment

    • Christoph Guger, Günter Edlinger
    Pages 281-303

  18. Digital Signal Processing and Machine Learning

    • Yuanqing Li, Kai Keng Ang, Cuntai Guan
    Pages 305-330

  19. Adaptive Methods in BCI Research - An Introductory Tutorial

    • Alois Schlögl, Carmen Vidaurre, Klaus-Robert Müller
    Pages 331-355

  20. Toward Ubiquitous BCIs

    • Brendan Z. Allison
    Pages 357-387
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Keywords

About this book

A brain-computer interface (BCI) establishes a direct output channel between the human brain and external devices. BCIs infer user intent via direct measures of brain activity and thus enable communication and control without movement. This book, authored by experts in the field, provides an accessible introduction to the neurophysiological and signal-processing background required for BCI, presents state-of-the-art non-invasive and invasive approaches, gives an overview of current hardware and software solutions, and reviews the most interesting as well as new, emerging BCI applications. The book is intended not only for students and young researchers, but also for newcomers and other readers from diverse backgrounds keen to learn about this vital scientific endeavour.

Editors and Affiliations

  • Otto Bock HealthCare GmbH, Duderstadt, Germany

    Bernhard Graimann

  • Institut für Semantische Datenanalyse/, Knowledge Discovery, Technische Universität Graz, Graz, Austria

    Gert Pfurtscheller

  • Inst. Semantische Datenanalyse, Brain-Computer Interface Labor (BCI), TU Graz, Graz, Austria

    Brendan Allison

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