脑机接口:挑战与研究展望

R. Lupu, F. Ungureanu, Corina Cimpanu
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引用次数: 11

摘要

如今,仅从在神经工程或神经科学期刊、会议或研讨会上发表或发表的与脑机接口(BCI)相关的论文数量来看,人们对脑机接口(BCI)领域的兴趣正在不断增长。在所有这些研究中,大脑活动被认为是为系统或设备提供人类互动知识的一种简单方式。虽然这种简单的信息传递代表了一个重大的发展,因为BCI还将大脑信号与来自语音、眼神、手势、面部表情、身体姿势或心率、血压或皮肤电活动等生理指标的数据整合在一起。这种融合创造了一种情境感知和情境依赖的大脑信号解释,但同时也对神经科学研究人员提出了挑战,因为他们必须处理和表示所有这些数据,用于临床或非临床应用。脑机接口已经成为一个令人上瘾和强大的研究领域,提供了广泛的应用,从教育任务和游戏中的认知负荷到汽车和辅助技术。本文旨在从作者的经验和科学文献的角度概述当前脑机接口的发展和研究趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Brain-Computer Interface: Challenges and Research Perspectives
Nowadays, the interest in the Brain-Computer Interfacing (BCI) domain is continuously growing, only judging by the number of BCI related papers published or presented in neuro-engineering or neuroscience journals, conferences or workshops. In all these studies, brain activity is considered as a simple modality of providing a system or a device with knowledge from human interactions. Although this simple transfer of information represents a significant development since BCI also integrates brain signals with data from sources like speech, eye gaze, gestures, facial expressions, body postures or physiological measures like heart rate, blood pressure or electrodermal activity. This fusion creates a context-aware and a context-dependent interpretation of the brain signals but represents in the same time a challenge for the neuroscience researchers that must process and represent all this data for clinical or non-clinical applications. BCI has become an addictive and powerful research domain offering a wide range of applications from cognitive load in educational tasks and gaming to automotive and assistive technology. This paper aims to outline current trends in brain-computer interface development and research from the perspective of the authors' experience and scientific literature.
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