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脑机接口:趋势、挑战与威胁。

Brain-computer interface: trend, challenges, and threats.

作者信息

Maiseli Baraka, Abdalla Abdi T, Massawe Libe V, Mbise Mercy, Mkocha Khadija, Nassor Nassor Ally, Ismail Moses, Michael James, Kimambo Samwel

机构信息

Department of Electronics and Telecommunications Engineering, College of Information and Communication Technologies, University of Dar es Salaam, 14113, Dar es Salaam, Tanzania.

Department of Computer Science and Engineering, College of Information and Communication Technologies, University of Dar es Salaam, 14113, Dar es Salaam, Tanzania.

出版信息

Brain Inform. 2023 Aug 4;10(1):20. doi: 10.1186/s40708-023-00199-3.

Abstract

Brain-computer interface (BCI), an emerging technology that facilitates communication between brain and computer, has attracted a great deal of research in recent years. Researchers provide experimental results demonstrating that BCI can restore the capabilities of physically challenged people, hence improving the quality of their lives. BCI has revolutionized and positively impacted several industries, including entertainment and gaming, automation and control, education, neuromarketing, and neuroergonomics. Notwithstanding its broad range of applications, the global trend of BCI remains lightly discussed in the literature. Understanding the trend may inform researchers and practitioners on the direction of the field, and on where they should invest their efforts more. Noting this significance, we have analyzed 25,336 metadata of BCI publications from Scopus to determine advancement of the field. The analysis shows an exponential growth of BCI publications in China from 2019 onwards, exceeding those from the United States that started to decline during the same period. Implications and reasons for this trend are discussed. Furthermore, we have extensively discussed challenges and threats limiting exploitation of BCI capabilities. A typical BCI architecture is hypothesized to address two prominent BCI threats, privacy and security, as an attempt to make the technology commercially viable to the society.

摘要

脑机接口(BCI)是一种促进大脑与计算机之间通信的新兴技术,近年来吸引了大量研究。研究人员提供的实验结果表明,BCI可以恢复身体有残疾者的能力,从而提高他们的生活质量。BCI已经给包括娱乐和游戏、自动化与控制、教育、神经营销和神经工效学在内的多个行业带来了变革并产生了积极影响。尽管其应用范围广泛,但BCI的全球发展趋势在文献中仍鲜有讨论。了解这一趋势可以为研究人员和从业者提供该领域的发展方向以及他们应加大努力的方向。鉴于此重要性,我们分析了来自Scopus的25336篇BCI出版物的元数据,以确定该领域的进展。分析表明,自2019年起,中国BCI出版物呈指数级增长,超过了同期开始下降的美国。本文讨论了这一趋势的影响和原因。此外,我们还广泛讨论了限制BCI能力开发的挑战和威胁。为使该技术在社会上具有商业可行性,我们假设了一种典型的BCI架构来应对两个突出的BCI威胁,即隐私和安全。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8475/10403483/b2cf8d1c046a/40708_2023_199_Fig1_HTML.jpg

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