Commentary in Context

Andrzej Cichocki, Theodore W Berger, John K Chapin, Greg A Gerhardt, Dennis J Mcfarland, José C Principe, Walid V Soussou, Dawn M Taylor, P. Tresco
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引用次数: 0

Abstract

Books Enhancing neurological functions through bioengineering Brain–computer interfaces (BCIs) are systems that use electric, magnetic, or haemodynamic brain signals to control external devices such as computers, switches, wheelchairs, or neuroprostheses. Although BCI research endeavours to create new communication channels for severely handicapped people using the patient's brain signals, recent efforts have also been focused on the development of potential applications for neurological rehabilitation, multimedia communication, robotic control, virtual reality, and entertainment. For example, BCIs might restore more effective motor control for people after stroke or other traumatic brain disorders and might increase the efficacy of a rehabilitation protocol. Why are BCIs such an exciting and interesting research area? Throughout human history, major technological breakthroughs have enhanced our civilisation. First, we had the industrial revolution, followed by the electronics revolution, and then the information–internet revolution. What is next? Although the idea of connecting a computer directly to a human brain is not new, our world is on the verge of a new revolution: that of the computer–human– robot interface. Brain–Computer Interfaces is an interesting and unique book written by leading experts and scientists in various areas of the field. The authors attempt not only to review the most important aspects of BCIs but also discuss future trends in BCIs and give an overview of the research of many leading laboratories in North America, Europe, Japan, and China. Various areas of BCIs (both invasive and non-invasive) are discussed, including the three major components of this research field: technologies and sensors to measure neural signals from the human brain; methods and algorithms for decoding brain states and intentions from these signals; and design and algorithms for mapping the decoded brain activity to intended behaviour or action. The book is composed of an executive summary, nine chapters, and two important and very useful appendices. These sections cover the state-of-the-art sensor technology, the biotic–abiotic interface and biocompatibility, data analysis and modelling, hardware implementation, systems engineering, functional electrical stimulation, and cognitive and emotional neuroprostheses. Each chapter is referenced and provides a concise introduction, summary, and conclusion to each topic. The chapters are complemented by well-organised block diagrams, high-quality images, and highlighted practical considerations. Researchers hope to develop the next level of BCI systems using neurofeedback for some selective cognitive event and hope to be able to provide a more reliable communication channel for patients who have severe physical disabilities but intact cognitive functions. Moreover , BCIs …
上下文注释
通过生物工程增强神经功能脑机接口(bci)是使用电、磁或血流动力学脑信号来控制外部设备(如计算机、开关、轮椅或神经假体)的系统。尽管脑机接口研究致力于利用患者的大脑信号为严重残疾人创造新的交流渠道,但最近的研究也集中在神经康复、多媒体通信、机器人控制、虚拟现实和娱乐等潜在应用的开发上。例如,脑机接口可以为中风或其他创伤性脑部疾病患者恢复更有效的运动控制,并可能提高康复方案的功效。为什么脑机接口是一个如此令人兴奋和有趣的研究领域?纵观人类历史,重大的技术突破提升了我们的文明。首先,我们经历了工业革命,接着是电子革命,然后是信息互联网革命。下一步是什么?虽然将计算机直接连接到人脑的想法并不新鲜,但我们的世界正处于一场新革命的边缘:计算机-人-机器人界面的革命。脑机接口是一本有趣而独特的书,由该领域各个领域的领先专家和科学家撰写。作者不仅试图回顾脑机接口最重要的方面,还讨论了脑机接口的未来趋势,并对北美、欧洲、日本和中国的许多领先实验室的研究进行了概述。讨论了脑机接口的各个领域(包括侵入性和非侵入性),包括该研究领域的三个主要组成部分:测量来自人脑的神经信号的技术和传感器;从这些信号解码大脑状态和意图的方法和算法;以及将解码的大脑活动映射到预期行为或动作的设计和算法。本书由执行摘要、九章和两个重要且非常有用的附录组成。这些部分涵盖了最先进的传感器技术,生物-非生物接口和生物相容性,数据分析和建模,硬件实现,系统工程,功能电刺激以及认知和情感神经假体。每一章都被引用,并提供了对每个主题的简明介绍、总结和结论。这些章节由组织良好的框图,高质量的图像和突出的实际考虑补充。研究人员希望利用神经反馈技术开发出更高水平的脑机接口系统,用于一些选择性的认知事件,并希望能够为那些有严重身体残疾但认知功能完好的患者提供更可靠的沟通渠道。此外,bci…
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