Intracortical Decoding

Team members

     Our goal is to decode cognitive information encoded in the prefrontal cortex of a non-human primate in the form of a neural spike. Cognition is a mental process that encompasses an intellectual function and process such as perception, evaluation, and judgment. The prefrontal cortex is known to perform functions of cognitive control. By leveraging multi-regional spike data from the prefrontal cortex, we expect to construct a brain-computer interface that can decode the cognitive process. Furthermore, we also want to elucidate the detailed process of cognition by analyzing the spike dynamics.

Schematic of the decoding process
Schematic of the decoding process

Incorporate multi-regional spike data during the behavior test. Use various machine learning techniques to recognize the pattern

press to zoom
Schematic of the decoding process
Schematic of the decoding process

Incorporate multi-regional spike data during the behavior test. Use various machine learning techniques to recognize the pattern

press to zoom