% brainstorm2eeglab - convert Brainstorm structures to EEGLAB dataset
%
% EEG = brainstorm2eeglab(bst, epochType);
%
% Inputs:
% bst - Brainstorm string for a folder containing data epoch files or Brainstorm
% data epoch structure
% epochType - [string] epoch type. Only import these epochs which
% Comment field contains this string
%
% Limitations:
% - Only import data epochs
% - Cannot import linked file
%
% Output:
% EEG - EEGLAB structure
%
% Author: Arnaud Delorme, UCSD
% Copyright (C) Arnaud Delorme, UCSD 2022
%
% This file is part of EEGLAB, see http://www.eeglab.org
% for the documentation and details.
%
% Redistribution and use in source and binary forms, with or without
% modification, are permitted provided that the following conditions are met:
%
% 1. Redistributions of source code must retain the above copyright notice,
% this list of conditions and the following disclaimer.
%
% 2. Redistributions in binary form must reproduce the above copyright notice,
% this list of conditions and the following disclaimer in the documentation
% and/or other materials provided with the distribution.
%
% THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
% AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
% IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
% ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE
% LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
% CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
% SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
% INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
% CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
% ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
% THE POSSIBILITY OF SUCH DAMAGE.
function EEG = brainstorm2eeglab(bst, epochType)
if nargin < 1
help brainstorm2eeglab;
return;
end
if nargin < 2
epochType = '';
end
if ischar(bst)
oriBst = bst;
bst = dir(fullfile(bst, '*.mat'));
if isempty(bst)
error('Files not found')
end
else
oriBst = '';
% Need brainstrorm
try
prot = bst_get('ProtocolInfo');
catch
brainstorm nogui
try
prot = bst_get('ProtocolInfo');
catch
error('Brainstorm not found. Brainstorm must be installed and running.')
end
end
brainstorm_path = bst_get('BrainstormDbDir');
protocol = prot.Comment;
for iEpoch = 1:length(bst)
bst(iEpoch).name = bst(iEpoch).FileName;
bst(iEpoch).folder = fullfile(brainstorm_path, protocol, 'data');
end
end
disp('Reading data epochs...');
allEpochs = {};
for iEpoch = 1:length(bst)
if ~isequal(bst(iEpoch).name, 'brainstormstudy.mat')
epochStruct = load('-mat', fullfile(bst(iEpoch).folder, bst(iEpoch).name));
% epochStruct.Comment(1) contain the type of event
% events not imported (in epochStruct.event)
if ~isempty(epochType)
if contains(epochStruct.Comment, epochType)
allEpochs{end+1} = epochStruct.F;
end
else
allEpochs{end+1} = epochStruct.F;
end
end
end
data = reshape([allEpochs{:}], size(allEpochs{1},1), size(allEpochs{1},2), length(allEpochs));
% create EEG structure
EEG = eeg_emptyset;
EEG.srate = mean(1./diff(epochStruct.Time));
EEG.data = data; % microvolts
EEG.xmin = epochStruct.Time(1);
% channel locations
if isempty(oriBst)
chanFile = fullfile(bst(1).folder, bst(1).ChannelFile);
else
chanFile = fullfile(oriBst, '..', '@default_study', 'channel.mat');
end
if exist(chanFile, 'file')
chans = load('-mat', chanFile);
for iChan = 1:length(chans.Channel)
EEG.chanlocs(iChan).labels = chans.Channel(iChan).Name;
if ~isempty(chans.Channel(iChan).Loc)
EEG.chanlocs(iChan).X = chans.Channel(iChan).Loc(1);
EEG.chanlocs(iChan).Y = chans.Channel(iChan).Loc(2);
EEG.chanlocs(iChan).Z = chans.Channel(iChan).Loc(3);
end
EEG.chanlocs(iChan).type = chans.Channel(iChan).Type;
end
EEG.chanlocs = convertlocs(EEG.chanlocs, 'cart2all');
end
EEG = eeg_checkset(EEG);
% rescale data to microvolts
if ~isempty(EEG.chanlocs)
chanTypes = strmatch('EEG', { EEG.chanlocs.type });
if ~isempty(chanTypes)
EEG.data(chanTypes,:,:) = EEG.data(chanTypes,:,:)*1e6; % assumes volt (this code should not be reached as channel types should always be defined)
end
else
EEG.data = EEG.data*1e6; % assumes volt (this code should not be reached as channel types should always be defined)
end