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EEG With Artificial Intelligence As Control Device

机译:以人工智能为控制装置的脑电图

摘要

Described herein is a system and method for controlling a computing system by an AI network based upon an electroencephalograph (EEG) signal from a user. The user's EEG signals are first detected as the user operates an existing controller, during which time the associated artificial intelligence (AI) system learns by correlating the EEG signals with the commands received from the controller. Once the AI system determines that there is sufficient correlation to predict the user's actions, it can take control of the computing system and initiate commands based upon the user's EEG signal in place of the user's actions with the controller. At this point, weights in the AI network may be locked so that further commands from the controller, or the lack thereof, do not reduce correlation with the EEG signals. In some embodiments, the AI network may initiate commands faster than the user would be able to do.
机译:本文描述了一种用于基于来自用户的脑电图仪(EEG)信号通过AI网络控制计算系统的系统和方法。当用户操作现有的控制器时,首先会检测到用户的EEG信号,在此期间,关联的AI(AI)系统通过将EEG信号与从控制器接收的命令相关来学习。一旦AI系统确定存在足够的相关性来预测用户的动作,它就可以控制计算系统并基于用户的EEG信号来启动命令,以代替用户在控制器上的动作。此时,可以锁定AI网络中的权重,以使来自控制器的其他命令(或缺少该命令)不会降低与EEG信号的相关性。在一些实施例中,AI网络可以比用户能够更快地发起命令。

著录项

  • 公开/公告号US2020333882A1

    专利类型

  • 公开/公告日2020-10-22

    原文格式PDF

  • 申请/专利权人 SILICONINTERVENTION INC.;

    申请/专利号US202016849794

  • 发明设计人 A. MARTIN MALLINSON;

    申请日2020-04-15

  • 分类号G06F3/01;A61B5/0476;A61B5;G06N3/04;

  • 国家 US

  • 入库时间 2022-08-21 11:24:42

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