Neural Interfaces: Bridging Cognitive Neuroscience and Artificial Intelligence
暫譯: 神經介面:連結認知神經科學與人工智慧

Singh, Avinash

  • 出版商: Wiley
  • 出版日期: 2026-07-27
  • 售價: $4,890
  • 貴賓價: 9.5$4,645
  • 語言: 英文
  • 頁數: 272
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1394331819
  • ISBN-13: 9781394331819
  • 相關分類: AI Coding
  • 海外代購書籍(需單獨結帳)

商品描述

Interdisciplinary resource on the current state of brain-computer interfaces (BCIs), covering research, technology, ethics, and practical applications

Neural Interfaces offers key insights from an interdisciplinary angle into cognitive neuroscience and artificial intelligence to create sophisticated brain-computer interfaces (BCIs). This book explores and informs on how fundamental cognitive neuroscience knowledge takes shape into real-world BCI applications, leading readers through the entire process from experimentation to implementation. It also delves into the technical understanding of mobile experimentation, machine learning, and other tools and technologies that are accelerating the development of BCIs.

Readers will find essential information on the historical evolution of BCIs, exploring the first neural experiments roughly 100 years ago all the way to today's cutting-edge advancements and key milestones that have shaped the field. The book also details different BCI technologies publicly available today and their effectiveness and provides case studies of applications in fields of medical, entertainment, and industry that show how BCIs are being used to restore lost functions from neuroprosthetics to rehabilitation, diagnose mental disorders, create new gaming and personalization experiences, and augment psychological functions used to improve workplace performance.

Neural Interfaces discusses sample topics including:

  • Neuroethics, covering the current societal perception of BCIs as well as key considerations as the technology evolves in complexity and scope
  • How AI and machine learning are enhancing the capabilities of BCIs, such as thorough decoding neural signals and translating them into actionable commands
  • Experimental setups and tools crucial for BCI research, and how to turn research into real-world applications
  • Integration of multiple sensory inputs to enhance BCI functionality
  • Innovations and challenges related to data, technology, ethics, and design that will shape the future of BCI research

Neural Interfaces is an essential up-to-date resource on the subject for engineers, neuroscientists, and entrepreneurs, as well as all individuals interested in this transformative technology, regardless of background.

商品描述(中文翻譯)

關於腦機介面(BCIs)現狀的跨學科資源,涵蓋研究、技術、倫理和實際應用

神經介面 從跨學科的角度提供了認知神經科學和人工智慧的關鍵見解,以創造精密的腦機介面(BCIs)。本書探討並說明了基本的認知神經科學知識如何轉化為現實世界中的 BCI 應用,帶領讀者了解從實驗到實施的整個過程。它還深入探討了移動實驗、機器學習以及其他加速 BCI 發展的工具和技術的技術理解。

讀者將找到有關 BCI 歷史演變的基本信息,探索大約 100 年前的首次神經實驗,一直到今天的尖端進展和塑造該領域的關鍵里程碑。本書還詳細介紹了當前公開可用的不同 BCI 技術及其有效性,並提供了在醫療、娛樂和工業等領域的應用案例,展示了 BCI 如何用於恢復失去的功能,從神經義肢到康復,診斷心理障礙,創造新的遊戲和個性化體驗,以及增強用於改善工作表現的心理功能。

神經介面 討論的主題包括:


  • 神經倫理,涵蓋當前社會對 BCI 的看法以及隨著技術在複雜性和範疇上演變的關鍵考量

  • 人工智慧和機器學習如何增強 BCI 的能力,例如徹底解碼神經信號並將其轉換為可執行的命令

  • 對 BCI 研究至關重要的實驗設置和工具,以及如何將研究轉化為現實應用

  • 整合多種感官輸入以增強 BCI 功能

  • 與數據、技術、倫理和設計相關的創新和挑戰,將塑造 BCI 研究的未來

神經介面 是一部針對工程師、神經科學家和企業家,以及所有對這一變革性技術感興趣的個體(無論背景如何)的重要最新資源。

作者簡介

Avinash Singh, Senior Lecturer, School of Computer Science and Australian AI Institute, Faculty of Engineering and Information Technology, University of Technology Sydney.

作者簡介(中文翻譯)

阿維納什·辛格,高級講師,悉尼科技大學工程與資訊技術學院計算機科學學院及澳大利亞人工智慧研究所。