利用神经网络CMAC分析生物信号

E. Wilson, J. Lacourse
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引用次数: 4

摘要

讨论了神经网络CMAC (Cerebellar Mode Arithmetic Computer)。CMAC被用作主要控制设备,用于开发脑机连接。如果一个人想要向上、向下、向左或向右移动他/她的眼睛,假设每个预期的方向都存在不同的脑电图模式。然后,CMAC可以被训练来识别这四种方向模式,并相应地移动计算机光标。因此,严重残疾的人可以在屏幕上移动光标,通过菜单驱动的软件滚动来控制他/她的环境。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analyzing biological signals with CMAC, a neural network
The neural network CMAC (Cerebellar Mode Arithmetic Computer) is discussed. CMAC is used as the main control device in an effort to develop a brain-computer link. If a person intends to move his/her eyes up, down, left, or right, it is hypothesized that a distinct electroencephalogram pattern exists for each intended direction. The CMAC could then be trained to recognize these four directional patterns and move a computer cursor correspondingly. Therefore, a severely handicapped person could will the cursor movement on the screen and scroll through menu driven software to control his/her environment.<>
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