Guide to Brain-Computer Music Interfacing

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Sprache: Englisch

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Beschreibung

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.

Zusammenfassung

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

Includes supplementary material: [...]

Inhaltsverzeichnis

Brain-Computer Music Interfacing.- Electroencephalogram-Based Brain-Computer Interface.- Contemporary Approaches to BCMI Using P300 Event Related Potentials.- Prospective View on Sound Synthesis BCI Control in Light of Two Paradigms of Cognitive Neuroscience.- Machine Learning to Identify Neural Correlates of Music and Emotions.- Emotional Responses During Music Listening.- A Tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces.- An Introduction to EEG Source Analysis with an Illustration of a Study on Error-Related Potentials.- Feature Extraction and Classification of EEG Signals.- On Mapping EEG Information into Music.- Retroaction Between Music and Physiology.- Creative Music Neurotechnology with Symphony of Minds Listening.- Passive Brain-Computer Interfaces

Details

Erscheinungsjahr:	2014
Fachbereich:	Betriebssysteme & Benutzeroberflächen
Genre:	Importe , Informatik
Rubrik:	Naturwissenschaften & Technik
Medium:	Buch
Inhalt:	xviii 313 S. 103 s/w Illustr. 313 p. 103 illus.
ISBN-13:	9781447165835
ISBN-10:	1447165837
Sprache:	Englisch
Herstellernummer:	86147755
Ausstattung / Beilage:	HC runder Rücken kaschiert
Einband:	Gebunden
Redaktion:	Castet, Julien Miranda, Eduardo Reck
Herausgeber:	Eduardo Reck Miranda/Julien Castet
Hersteller:	Springer London Springer-Verlag London Ltd.
Verantwortliche Person für die EU:	Springer Verlag GmbH, Tiergartenstr. 17, D-69121 Heidelberg, juergen.hartmann@springer.com
Maße:	241 x 160 x 24 mm
Von/Mit:	Julien Castet (u. a.)
Erscheinungsdatum:	15.10.2014
Gewicht:	0,664 kg

Artikel-ID: 105196587