Guide to Brain-Computer Music Interfacing
(Sprache: Englisch)
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...
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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.Inhaltsverzeichnis zu „Guide to Brain-Computer Music Interfacing “
Brain-Computer Music Interfacing: Interdisciplinary Research at the Crossroads of Music, Science and Biomedical EngineeringEduardo Reck Miranda
Electroencephalogram-Based Brain-Computer Interface: An Introduction
Ramaswamy Palaniappan
Contemporary Approaches to BCMI Using P300 Event Related Potentials
Mick Grierson, and Chris Kiefer
Prospective 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 Ystad
Machine Learning to Identify Neural Correlates of Music and Emotions
Ian Daly, Etienne B. Roesch, James Weaver, and Slawomir J. Nasuto
Emotional Responses During Music Listening
Konstantinos Trochidis and Emmanuel Bigan
A Tutorial on EEG Signal Processing Techniques for Mental State Recognition in Brain-Computer Interfaces
Fabien Lotte
An Introduction to EEG Source Analysis with an Illustration of a Study on Error-Related Potentials
Marco Congedo, Sandra Rousseau, and Christian Jutten
Feature Extraction and Classification of EEG Signals: The Use of a Genetic Algorithm for an Application on Alertness Prediction
Laurent Vézard, Pierrick Legrand, Marie Chavent, Freédérique Faïta-Aïnseba, and Leonardo Trujillo
On Mapping EEG Information into Music
Joel Eaton and Eduardo Reck Miranda
Retroaction Between Music and Physiology: An Approach from the Point of View of Emotions
Pierre-Henri Vulliard, Joseph Larralde, and Myriam Desainte-Catherine
Creative Music Neurotechnology with Symphony of Minds Listening
Eduardo Reck Miranda, Dan Lloyd, Zoran Josipovic, and Duncam Williams
Passive Brain-Computer Interfaces
Laurent George and Anatole Lécuyer
Bibliographische Angaben
- 2014, 2014, XVIII, 313 Seiten, Maße: 16 x 24,1 cm, Gebunden, Englisch
- Herausgegeben: Eduardo Reck Miranda, Julien Castet
- Verlag: Springer, Berlin
- ISBN-10: 1447165837
- ISBN-13: 9781447165835
- Erscheinungsdatum: 15.10.2014
Sprache:
Englisch
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