function list_properties = GA_properties(EEG,eeg_chans,EOG_chans) % Copyright (C) 2010 Hugh Nolan, Robert Whelan and Richard Reilly, Trinity College Dublin, % Ireland % nolanhu@tcd.ie, robert.whelan@tcd.ie % % This program is free software; you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Software Foundation; either version 2 of the License, or % (at your option) any later version. % % This program is distributed in the hope that it will be useful, % but WITHOUT ANY WARRANTY; without even the implied warranty of % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the % GNU General Public License for more details. % % You should have received a copy of the GNU General Public License % along with this program; if not, write to the Free Software % Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA list_properties = []; if length(size(EEG.data)) < 3 fprintf('Not epoched.\n'); return; end measure = 1; means = mean(EEG.data(eeg_chans,:),2); % 1 Epoch's mean deviation from channel means. for u = 1:size(EEG.data,3) list_properties(u,measure) = mean(abs(squeeze(mean(EEG.data(eeg_chans,:,u),2)) - means)); end measure = measure + 1; % 2 Epoch variance list_properties(:,measure) = mean(squeeze(var(EEG.data(eeg_chans,:,:),0,2))); measure = measure + 1; % 3 Max amplitude difference for t = eeg_chans for u = 1:size(EEG.data,3) ampdiffs(t,u) = max(EEG.data(t,:,u)) - min(EEG.data(t,:,u)); end end list_properties(:,measure) = mean(ampdiffs,1); measure = measure + 1; % 4 EOG channel max value if ~isempty(EOG_chans) list_properties(:,measure) = max(max(abs(EEG.data(EOG_chans,:,:)),[],2),[],1); measure = measure + 1; end for v = 1:size(list_properties,2) list_properties(:,v) = list_properties(:,v) - median(list_properties(:,v)); end