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It is promising to control neuroprosthetic devices by the activity of cortical neurons when appropriate algorithms are use to decode intended movement. In this paper, a multi-class support vector machines (SVMs) algorithm of a binary tree recognition strategy is used to analyze the motor cortical neuronal signals. The neural ensemble data were recorded simultaneously with kinematics of arm movement...
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