Electrophysiological Characterization of Motor Skill Acquisition and Feedback Processing with EEG and EMG in a Finger Tapping Task

Dataset and software used for a project entitled "Electrophysiological Characterization of Motor Skill Acquisition and Feedback Processing with EEG and EMG in a Finger Tapping Task".

This folder includes all the code and data that were used to preprocess and analyze the data. We studied the electrophysiological correlates of motor skill acquisition in a complex task environment with electroencephalography (EEG) and electromyography (EMG) data, and tapping data recorded with a force-sensitive resistor (FSR) connected to an Arduino microcontroller.

Folder organization:

1) Electrophysiological Characterization of Motor Skill Acquisition and Feedback Processing - Data: This includes all the behavioral, EEG, and EMG datasets & spreadsheets that were the basis of the analyses

2) Electrophysiological Characterization of Motor Skill Acquisition and Feedback Processing - Code: This includes all the scripts that were used to preprocess the data and run the analyses that were used for the purposes of this paper.