Guide to Brain-Computer Music Interfacing
暫譯: 腦機音樂介面指南
- 出版商: Springer
- 出版日期: 2014-10-15
- 售價: $2,400
- 貴賓價: 9.5 折 $2,280
- 語言: 英文
- 頁數: 313
- 裝訂: Hardcover
- ISBN: 1447165837
- ISBN-13: 9781447165835
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商品描述
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.
商品描述(中文翻譯)
本書呈現了一系列世界級的腦-電腦音樂介面(Brain-Computer Music Interfacing, BCMI)工具。文本重點在於這些工具如何從腦部信號中提取有意義的控制信息,並討論如何設計有效的生成音樂技術以響應這些信息。特色包括:回顧無需手動操作的電腦互動的重要技術,包括與 P300 波相關的事件相關電位;探討符號學腦-電腦介面(BCI)問題,以及利用機器學習深入研究音樂與情感之間的關係;提供信號提取、腦電場、被動 BCI 及遺傳算法應用的教程,並附有歷史調查;描述 BCMI 研究如何倡導對腦部的更好科學理解,以期對音樂創造力產生潛在影響;廣泛涵蓋這一新興的跨學科領域,從硬核 EEG 分析到實際音樂應用。