Guide to Brain-Computer Music Interfacing

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ISBN: 1447165837
ISBN 13: 9781447165835
Herausgeber: Eduardo Reck Miranda/Julien Castet
Verlag: Springer Verlag GmbH
Umfang: xviii, 313 S., 103 s/w Illustr., 313 p. 103 illus.
Erscheinungsdatum: 15.10.2014
Auflage: 1/2014
Format: 2.5 x 24.2 x 16.3
Gewicht: 663 g
Produktform: Gebunden/Hardback
Einband: GEB

The emergence of more affordable EEG equipment is fostering a renaissance of approaches to making music with brain signals.This Guide to Brain-Computer Music Interfacing (BCMI) presents a world-class collection of BCMI tools with which adventurous explorers may pursue practical and propositional models in music neurotechnology. 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.Topics and features: – Reviews important techniques for hands-free interaction with computers, including event-related potentials with P300 waves Explores questions of semiotic braincomputer 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 hardcore EEG analysis to practical musical applications This unique and pioneering text/reference will appeal to researchers, graduates and advanced undergraduates from a range of different domains within computer science and beyond, such as music technology and biomedical engineering.Prof. Eduardo R. Miranda is a composer and Professor in Computer Music at Plymouth University, UK, where he is Director of the Interdisciplinary Centre for Computer Music Research (ICCMR). Dr. Julien Castet is a Research Project Manager at Immersion SAS, and a Computer and Art Freelancer based in Bordeaux, France.

Artikelnummer: 6978273 Kategorie:

Beschreibung

InhaltsangabeBrain-Computer Music Interfacing: Interdisciplinary Research at the Crossroads of Music, Science and Biomedical Engineering Eduardo Reck MirandaElectroencephalogram-Based Brain-Computer Interface: An Introduction Ramaswamy Palaniappan Contemporary Approaches to BCMI Using P300 Event Related Potentials Mick Grierson, and Chris KieferProspective View on Sound Synthesis BCI Control in Light of Two Paradigms of Cognitive Neuroscience Mitsuko Aramaki, Jean-Arthur Micoulaud-Franchi, Richard Kronland-Martinet, Jean Vion-Dury, and Sølvi YstadMachine Learning to Identify Neural Correlates of Music and Emotions Ian Daly, Etienne B. Roesch, James Weaver, and Slawomir J. NasutoEmotional Responses During Music Listening Konstantinos Trochidis and Emmanuel BiganA Tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces Fabien LotteAn Introduction to EEG Source Analysis with an Illustration of a Study on Error-Related Potentials Marco Congedo, Sandra Rousseau, and Christian JuttenFeature Extraction and Classification of EEG Signals: The Use of a Genetic Algorithm for an Application on Alertness Prediction Pierrick Legrand, Laurent Vézard, Marie Chavent, Freédérique Faïta-Aïnseba, and Leonardo TrujilloOn Mapping EEG Information into Music Joel Eaton and Eduardo Reck MirandaRetroaction Between Music and Physiology: An Approach from the Point of View of Emotions PierreHenri Vulliard, Joseph Larralde, and Myriam DesainteCatherineCreative Music Neurotechnology with Symphony of Minds Listening Eduardo Reck Miranda, Dan Lloyd, Zoran Josipovic, and Duncan WilliamsPassive Brain-Computer Interfaces Laurent George and Anatole Lécuyer

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