Toward Brain-Computer Interfacing (Hardcover)
暫譯: 邁向腦機介面 (精裝版)
Terrence J. Sejnowski, Guido Dornhege, José del R. Millán, Thilo Hinter
- 出版商: MIT
- 出版日期: 2007-07-20
- 售價: $1,750
- 貴賓價: 9.8 折 $1,715
- 語言: 英文
- 頁數: 520
- 裝訂: Hardcover
- ISBN: 0262042444
- ISBN-13: 9780262042444
-
相關分類:
人工智慧、Computer-networks
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商品描述
Description
Interest in developing an effective communication interface connecting the human brain and a computer has grown rapidly over the past decade. The brain-computer interface (BCI) would allow humans to operate computers, wheelchairs, prostheses, and other devices, using brain signals only. BCI research may someday provide a communication channel for patients with severe physical disabilities but intact cognitive functions, a working tool in computational neuroscience that contributes to a better understanding of the brain, and a novel independent interface for human-machine communication that offers new options for monitoring and control. This volume presents a timely overview of the latest BCI research, with contributions from many of the important research groups in the field.
The book covers a broad range of topics, describing work on both noninvasive (that is, without the implantation of electrodes) and invasive approaches. Other chapters discuss relevant techniques from machine learning and signal processing, existing software for BCI, and possible applications of BCI research in the real world.
商品描述(中文翻譯)
**描述**
在過去十年中,開發一個有效的溝通介面以連接人類大腦和計算機的興趣迅速增長。腦機介面(BCI)將允許人類僅使用大腦信號來操作計算機、輪椅、義肢和其他設備。BCI 研究有朝一日可能為具有嚴重身體殘疾但認知功能完好的患者提供一個溝通渠道,成為計算神經科學中的一個有效工具,幫助更好地理解大腦,並提供一個新穎的獨立人機溝通介面,為監控和控制提供新的選擇。本書及時概述了最新的 BCI 研究,並匯集了該領域許多重要研究團隊的貢獻。
本書涵蓋了廣泛的主題,描述了非侵入性(即不需要植入電極)和侵入性方法的研究工作。其他章節討論了機器學習和信號處理的相關技術、現有的 BCI 軟體,以及 BCI 研究在現實世界中的可能應用。