商品描述
Brain–computer interfaces (BCI) are devices which measure brain activity and translate it into messages or commands, thereby opening up many investigation and application possibilities. This book provides keys for understanding and designing these multi-disciplinary interfaces, which require many fields of expertise such as neuroscience, statistics, informatics and psychology.
This first volume, Methods and Perspectives, presents all the basic knowledge underlying the working principles of BCI. It opens with the anatomical and physiological organization of the brain, followed by the brain activity involved in BCI, and following with information extraction, which involves signal processing and machine learning methods. BCI usage is then described, from the angle of human learning and human-machine interfaces.
The basic notions developed in this reference book are intended to be accessible to all readers interested in BCI, whatever their background. More advanced material is also offered, for readers who want to expand their knowledge in disciplinary fields underlying BCI.
This first volume will be followed by a second volume, entitled Technology and Applications
商品描述(中文翻譯)
腦機介面(BCI)是測量腦部活動並將其轉換為訊息或指令的裝置,從而開啟了許多研究和應用的可能性。本書提供了理解和設計這些多學科介面的關鍵,這些介面需要神經科學、統計學、資訊學和心理學等多個專業領域的知識。
本卷《方法與視角》介紹了BCI工作原理的所有基本知識。內容首先介紹腦部的解剖和生理組織,接著探討與BCI相關的腦部活動,然後介紹信息提取,這涉及信號處理和機器學習方法。接著從人類學習和人機介面的角度描述BCI的使用。
本參考書中發展的基本概念旨在讓所有對BCI感興趣的讀者都能輕鬆理解,無論其背景如何。對於希望擴展BCI相關學科知識的讀者,書中也提供了更高級的材料。
本卷之後將出版第二卷,標題為《技術與應用》。