Guide to Brain-Computer Music Interfacing
Editors: Miranda, Eduardo Reck, Castet, Julien (Eds.)
Free Preview- The first book of its kind on this new, emerging topic
- Presents contributions from world leaders in their fields
- Highly interdisciplinary, appealing to a broad readership from computer science to music technology and biomedical engineering
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- About this Textbook
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This book presents a world-class collection of Brain-Computer Music Interfacing (BCMI) tools. The text focuses on how these tools enable the extraction of meaningful control information from brain signals, and discusses how to design effective generative music techniques that respond to this information. Features: reviews important techniques for hands-free interaction with computers, including event-related potentials with P300 waves; explores questions of semiotic brain-computer interfacing (BCI), and the use of machine learning to dig into relationships among music and emotions; offers tutorials on signal extraction, brain electric fields, passive BCI, and applications for genetic algorithms, along with historical surveys; describes how BCMI research advocates the importance of better scientific understanding of the brain for its potential impact on musical creativity; presents broad coverage of this emerging, interdisciplinary area, from hard-core EEG analysis to practical musical applications.
- Table of contents (13 chapters)
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Brain–Computer Music Interfacing: Interdisciplinary Research at the Crossroads of Music, Science and Biomedical Engineering
Pages 1-27
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Electroencephalogram-based Brain–Computer Interface: An Introduction
Pages 29-41
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Contemporary Approaches to Music BCI Using P300 Event Related Potentials
Pages 43-59
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Prospective View on Sound Synthesis BCI Control in Light of Two Paradigms of Cognitive Neuroscience
Pages 61-87
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Machine Learning to Identify Neural Correlates of Music and Emotions
Pages 89-103
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Table of contents (13 chapters)
- Download Preface 1 PDF (66.3 KB)
- Download Sample pages 2 PDF (359.6 KB)
- Download Table of contents PDF (57.9 KB)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Guide to Brain-Computer Music Interfacing
- Editors
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- Eduardo Reck Miranda
- Julien Castet
- Copyright
- 2014
- Publisher
- Springer-Verlag London
- Copyright Holder
- Springer-Verlag London
- eBook ISBN
- 978-1-4471-6584-2
- DOI
- 10.1007/978-1-4471-6584-2
- Hardcover ISBN
- 978-1-4471-6583-5
- Softcover ISBN
- 978-1-4471-7210-9
- Edition Number
- 1
- Number of Pages
- XVIII, 313
- Number of Illustrations
- 103 b/w illustrations
- Topics
