Towards Implantable Brain-Computer Interface for Communication in Locked-In Syndrome patients

Q4 Engineering
Gernot R. Müller-Putz, Markus Crell, Johanna Egger, Patrick Suwandjieff, Kyriaki Kostoglou
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引用次数: 0

Abstract

Abstract Locked-in Syndrome (LIS) severely restricts the communication abilities of individuals due to extensive paralysis. The Intracranial Neuro Telemetry to Restore communication (INTRECOM) project aims to aid patients in overcoming these limitations by developing a fully implantable brain computer interface (BCI) system based on state-of-the-art technology holding great promise in revolutionizing the lives of LIS patients. In this project, the Graz BCI group, with its expertise in understanding brain dynamics associated with movement, focuses on the algorithmic development of advanced decoders that enable the user to execute specific commands by simply attempting corresponding movements. Our preliminary findings using electrocorticography (ECoG) data obtained from one individual with LIS that underwent implantation of a BCI communication system demonstrate the applicability of a ‘brain switch’ function that detects brain signals associated with attempted movements. This switch can then be used to translate the intention of the user into a click/select function on a screen.
为闭锁综合征患者的交流开发植入式脑机接口
闭锁综合征(LIS)由于大面积瘫痪,严重限制了个体的沟通能力。颅内神经遥测恢复通信(INTRECOM)项目旨在通过开发基于最先进技术的全植入式脑机接口(BCI)系统来帮助患者克服这些限制,该系统有望彻底改变LIS患者的生活。在这个项目中,格拉茨脑机接口小组凭借其在理解与运动相关的大脑动力学方面的专业知识,专注于高级解码器的算法开发,使用户能够通过简单地尝试相应的动作来执行特定的命令。我们使用皮质电图(ECoG)数据获得了一名接受脑机接口通信系统植入的LIS患者的初步发现,证明了“大脑开关”功能的适用性,该功能可以检测与尝试运动相关的大脑信号。这个开关可以用来将用户的意图转化为屏幕上的点击/选择功能。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Current Directions in Biomedical Engineering
Current Directions in Biomedical Engineering Engineering-Biomedical Engineering
CiteScore
0.90
自引率
0.00%
发文量
239
审稿时长
14 weeks
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