Muhammad Nadzeri Munawar
39 linhas
1.3 KiB
Matlab
39 linhas
1.3 KiB
Matlab
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
%Author : Muhammad Nadzeri Munawar
|
|
%
|
|
%
|
|
%This code is to create absolute_power variable of subject no. 20 such as :
|
|
%delta, theta, alpha, beta, gamma with shape 32x5x40. 32 mean total of
|
|
%channel, 5 mean total absolute power, 40 mean 40 trial
|
|
%
|
|
% project_path -> 'D:\TUGAS AKHIR\Progress\24. (08-12-2015)'
|
|
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
|
|
|
|
function computeICA(project_path)
|
|
addpath(genpath('pca_ica'));
|
|
addpath(genpath('..\Global Code'));
|
|
basePath = strcat(project_path,'\USED_EEG\');
|
|
all_files = dir(basePath);
|
|
all_files = all_files(3:end);
|
|
all_dir = all_files([all_files(:).isdir]);
|
|
subject = numel(all_dir);
|
|
|
|
if exist(strcat(project_path,'\ICA_EEG'), 'dir')
|
|
system(strcat('rmdir /S /Q "',project_path,'\ICA_EEG"'));
|
|
end
|
|
|
|
createFolder(subject,strcat(project_path,'\ICA_EEG'));
|
|
|
|
for h=1:subject
|
|
directory = sprintf('S%02d',h);
|
|
allList = dir( strcat(basePath,directory ));
|
|
allFiles = { allList(3:end).name };
|
|
trial = length(allFiles);
|
|
|
|
for i = 1:trial
|
|
rawData = csvread(strcat(basePath,directory,'\T',num2str(i),'.csv'));
|
|
rawData = myICA(rawData,14);
|
|
csvwrite(strcat(project_path,'\ICA_EEG\',directory,'\T',num2str(i),'.csv'),rawData);
|
|
end
|
|
end
|
|
end |