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A Practical Guide to Brain–Computer Interfacing with BCI2000

General-Purpose Software for Brain–Computer Interface Research, Data Acquisition, Stimulus Presentation, and Brain Monitoring

  • Authors
  • Gerwin Schalk
  • Jürgen Mellinger

Table of contents

  1. Front Matter
    Pages i-xxiii
  2. User Guide

    1. Front Matter
      Pages 1-1
    2. Gerwin Schalk, Jürgen Mellinger
      Pages 3-8
    3. Gerwin Schalk, Jürgen Mellinger
      Pages 9-35
    4. Gerwin Schalk, Jürgen Mellinger
      Pages 37-46
    5. Gerwin Schalk, Jürgen Mellinger
      Pages 47-57
    6. Gerwin Schalk, Jürgen Mellinger
      Pages 59-81
    7. Gerwin Schalk, Jürgen Mellinger
      Pages 83-97
    8. Gerwin Schalk, Jürgen Mellinger
      Pages 99-118
    9. Gerwin Schalk, Jürgen Mellinger
      Pages 119-125
    10. Gerwin Schalk, Jürgen Mellinger
      Pages 127-131
  3. Technical Reference

    1. Front Matter
      Pages 133-133
    2. Gerwin Schalk, Jürgen Mellinger
      Pages 135-217
    3. Gerwin Schalk, Jürgen Mellinger
      Pages 219-247
  4. Back Matter
    Pages 249-260

About this book

Introduction

This practical guide to successful Brain-Computer Interface (BCI) experiments, uses the general-purpose software platform BCI2000. It provides comprehensive introductory and intermediate concepts of all relevant aspects pertaining to common BCI experiments.

Opening with a general introduction to the principles of BCI operation, brain signal acquisition using different types of sensors, BCI signal processing (including common feature extraction and feature translation methods), and device output, this general introduction to BCI research is followed by an introduction to the BCI2000 software platform, including a step-by step tour and step-by-step tutorials for using BCI2000 with sensorimotor rhythms and P300 evoked potentials. Advanced concepts are discussed and a programming reference and exercises included. There is a section for frequently asked questions and technical references.

Graduate students and postdoctoral associates getting started with BCI research and/or the use of BCI2000 will find this book very valuable. The tutorials and exercises will also prove useful for further reading and for lab assignments in courses on BCI research.

Keywords

BCI2000 Monitor brain computer interface brain-machine interface neural engineering

Bibliographic information

  • DOI https://doi.org/10.1007/978-1-84996-092-2
  • Copyright Information Springer-Verlag London Limited 2010
  • Publisher Name Springer, London
  • eBook Packages Computer Science
  • Print ISBN 978-1-84996-091-5
  • Online ISBN 978-1-84996-092-2
  • Buy this book on publisher's site