Brain-Computer Interfacing

Rao, Rajesh P. N.

  • 出版商: Cambridge
  • 出版日期: 2019-06-13
  • 售價: $1,980
  • 貴賓價: 9.5$1,881
  • 語言: 英文
  • 頁數: 335
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1108708013
  • ISBN-13: 9781108708012
  • 相關分類: 人工智慧Computer-networks
  • 立即出貨 (庫存=1)

商品描述

The idea of interfacing minds with machines has long captured the human imagination. Recent advances in neuroscience and engineering are making this a reality, opening the door to restoring and potentially augmenting human physical and mental capabilities. Medical applications such as cochlear implants for the deaf and deep brain stimulation for Parkinson's disease are becoming increasingly commonplace. Brain- computer interfaces (BCIs) (also known as brain- machine interfaces or BMIs) are now being explored in applications as diverse as security, lie detection, alertness monitoring, telepresence, gaming, education, art, and human augmentation. This introduction to the field is designed as a textbook for upper- level undergraduate and first year graduate courses in neural engineering or brain- computer interfacing for students from a wide range of disciplines. It can also be used for self- study and as a reference by neuroscientists, computer scientists, engineers, and medical practitioners. Key features include: Essential background in neuroscience, brain recording and stimulation technologies, signal processing, and machine learning - Detailed description of the major types of BCIs in animals and humans, including invasive, semi-invasive, noninvasive, stimulating, and bidirectional BCIs - In-depth discussion of BCI applications and BCI ethics - Questions and exercises in each chapter - Supporting Web site with annotated list of book- related links

商品描述(中文翻譯)

將人類思想與機器進行接口的概念,長久以來一直吸引著人類的想像力。近年來,神經科學和工程學的最新進展正在使這一概念成為現實,打開了恢復和潛在增強人類身體和心智能力的大門。醫療應用,如對聾人的人工耳蝸植入和對帕金森病的深部腦刺激,正變得越來越普遍。腦-計算機接口(BCIs)(也稱為腦-機器接口或BMIs)現在正在各種應用中進行探索,包括安全、謊言檢測、警覺監測、遠程存在感、遊戲、教育、藝術和人類增強。本書作為高年級本科生和研究生神經工程或腦-計算機接口課程的教材,旨在為來自各種學科背景的學生提供指導。它也可以用於自學,並作為神經科學家、計算機科學家、工程師和醫學從業者的參考。主要特點包括:神經科學、腦記錄和刺激技術、信號處理和機器學習的基本背景知識 - 對動物和人類主要類型的BCIs進行詳細描述,包括侵入性、半侵入性、非侵入性、刺激性和雙向BCIs - 對BCI應用和BCI倫理的深入討論 - 每章的問題和練習 - 支持網站提供書籍相關鏈接的註釋清單。