data_path =  'C:\EEG_EEGN\EOG_all_4514.mat';%%%%%·ΕΘλcΕΜΌ΄ΏΙ

EEG_epochs_512hz = resample(EEG_epochs', 512, 500)';

%EOG_all_epochs = preprocessed_EOG;

%% Randomly scrambled data

randIndex = randperm(size(EEG_epochs_512hz,1));

EEG_epochs_512hz_random_4535 = EEG_epochs_512hz(randIndex,:);

EEG_epochs_512hz_random_5598 = [EEG_epochs_512hz_random_4535(1:1063,:); EEG_epochs_512hz_random_4535];

EEG_epochs_512hz = EEG_epochs_512hz(1:4514,:);

%EEG_4514_random_500hz = EEG_4514_random;

%% Store as .Mat & .npy file

fs = 256

output='C:\EEGdenoiseNet\data';

save([output, filesep, 'EMG_all_epochs.mat'], 'EMG_all_epochs','fs');

writeNPY(EEG_epochs_512hz, [output, filesep, 'EEG_all_epochs_512hz.npy']);