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Use Support Vector Machines to read in EEG data of subject performing tasks focusing on neural habituation

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SVM for EEG

Files
models_160.m    - MATLAB script
This file contains the code used to read in continuous EEG signals collected from 20 human subjects performing tasks under 16 different conditions

Setup
LibSVM 3.22

Usage
Change file paths as needed to point to subject data and execute

Output
Gives optimization and accuracy data for each model
Creates 160 model files as well as files for the weights and biases

Author
Anushree Mehta <[email protected]>

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Use Support Vector Machines to read in EEG data of subject performing tasks focusing on neural habituation

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  • MATLAB 100.0%