Combining Firing Rate and Spike-Train Synchrony Features in the Decoding of Motor Cortical Activity

Chew, Gabriel ;   Ang, Kai Keng ;   So, Rosa ;   Xu, Zhiming ;   Guan, Cuntai

Tags Brain-computer/machine interfaceMotor neuroprosthesesNeural signals – Coding

Decoding of directional information in the motor cortex traditionally utilizes only firing rate information. However, information from other…

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EC-PC Spike Detection for High Performance Brain-Computer Interface

Tam, Wing Kin ;   So, Rosa ;   Guan, Cuntai ;   Yang, Zhi

Tags Neural signals – Detection of transient eventsBrain-computer/machine interfaceMotor neuroprostheses

Spike detection is often the first step in neural signal processing. It has profound effects on subsequent steps down the signal processing…

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