epoch.m

含有多种ICA算法的eeglab工具箱

% epoch() - Extract epochs time locked to specified events from continuous EEG data.
%
% Usage:
%   >> epocheddata = epoch( data, events, timelim);
%   >> [epocheddata, newtime, indices, rerefevent, rereflatencies ] = ...
%                      epoch( data, events, timelim, 'key1', value1, ... );
%
% Inputs:
%   data       - input data (chan,frames). In the case, data is a 
%                3D array (chan, frames, epochs), epochs are extracted
%                only if their time windows fall within existing 
%                pre-existing epochs.
%   events     - vector events (expressed in seconds or points)
%   timelim    - [init end] in second or points centered
%                on the events (i.e. [-1 2])
%
% Optional inputs:
%   'srate'      - sampling rate in Hz for events expressed in seconds
%   'valuelim'   - upper and lower limit of values that a trial should not
%                overpass. If one positive value is given, consider the 
%                opposite for lower bound. Given values are also consider
%                outlier (if equal the trial is rejected). Default: none.
%   'verbose'    - ['on'|'off']. Default is 'on'.
%   'allevents'  - event vector containing the latencies of all events
%                (not only those used for epoching). The function
%                return an array 'rerefevent' which contain the latency
%                of these events in each trials (assuming the events are
%                included in the trial time window). These events can
%                be in point or second but they must be in the same format
%                as the events used for epoching.
%   'alleventrange' - for event re-referencing, defined a time range
%                [init end] in second or points centered on the events
%                Default is 'timelim'.
%
% Outputs:
%   epocheddata - output (chan, frames, epochs)
%   indices     - indices of accepted events
%   newtime     - new time limits. See notes.
%   rerefevent  - re-referenced event cell array (size nbepochs) of array 
%                 indices for each epochs (note that the number of events 
%                 per trial may vary).
%   rereflatencies - re-referenced latencies event cell array (same as above
%                 but indicates event latencies in epochs instead of event 
%                 indices). 
%
% Note: maximum time limit will be reduced by one point with comparison to the
%       input time limits. For instance at 100 Hz, 3 seconds last 300 points, 
%       but if we assign time 0 to the first point, then we must assign time 
%       299 to the last point.
%
% Author: Arnaud Delorme, CNL / Salk Institute, 2001
%
% See also: pop_epoch(), eeglab()

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% Copyright (C) 2001 Arnaud Delorme, Salk Institute, [e-mail]
%
% 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

% $Log: epoch.m,v $
% Revision 1.10  2003/04/26 00:45:21  arno
% debug last
%
% Revision 1.9  2003/04/26 00:40:05  arno
% testing for inf
%
% Revision 1.8  2003/02/23 09:10:05  scott
% header edit -sm
%
% Revision 1.7  2003/01/14 00:34:25  arno
% typo in header
%
% Revision 1.6  2003/01/14 00:28:45  arno
% adding more checks if 'allevents' is empty
%
% Revision 1.5  2002/09/23 23:06:25  arno
% debugging limits
%
% Revision 1.4  2002/09/06 23:04:23  luca
% debugging latencies when epoch suppressed
%
% Revision 1.3  2002/06/28 01:50:11  arno
% minor editing
%
% Revision 1.2  2002/04/20 00:12:53  arno
% debuging fro 3 dimensions epoching
%
% Revision 1.1  2002/04/05 17:39:45  jorn
% Initial revision
%
% 01-25-02 reformated help & license -ad 
% 02-13-02 introduction of 'key', val arguments -ad
% 02-13-02 rereferencing of events -ad
% 03-12-02 add the 3D epoch option -ad
% 03-27-02 change time limits -ad

function [epochdat, newtime, indexes, alleventout, alllatencyout, reallim] = epoch( data, events, lim, varargin );

if nargin < 2
   help epoch;
	return;
end;	
alleventout = {};

% create structure
% ----------------
if ~isempty(varargin)
   try, g = struct(varargin{:});
   catch, error('Epoch: wrong syntax in function arguments'); end;
else
    g = [];
end;

try, g.srate; 	 	     catch, g.srate = 1; end;
try, g.valuelim; 	     catch, g.valuelim =  [-Inf Inf]; end;
try, g.verbose; 	     catch, g.verbose = 'on'; end;
try, g.allevents; 	     catch, g.allevents = []; end;
try, g.alleventrange; 	 catch, g.alleventrange = lim; end;

% computing point limits
% ----------------------
reallim(1) = round(lim(1)*g.srate);   % compute offset
reallim(2) = round(lim(2)*g.srate-1); % compute offset

% epoching
% --------
fprintf('Epoching...\n');
newdatalength = reallim(2)-reallim(1)+1;

epochdat = zeros( size(data,1), newdatalength, length(events) );
g.allevents =  g.allevents(:)';
datawidth  = size(data,2)*size(data,3);
dataframes = size(data,2);
indexes = zeros(length(events),1);
alleventout = {};
alllatencyout = {};
for index = 1:length(events)
	pos0 = round(events(index)*g.srate); % offset of time locking event
	posinit = pos0+reallim(1); % compute offset
	posend  = pos0+reallim(2); % compute offset
   
   if floor((posinit-1)/dataframes) == floor((posend-1)/dataframes) & posinit >= 1 & posend <= datawidth % test if within boundaries
      epochdat(:,:,index) = data(:,posinit:posend);
      if ~isinf(g.valuelim(1)) | ~isinf(g.valuelim(2))
          if (max(epochdat(:,:,index)) > g.valuelim(1)) & ...
                  (max(epochdat(:,:,index)) < g.valuelim(2))
              indexes(index) = 1;
          else
              switch g.verbose, case 'on', fprintf('Warning: event %d out of value limits\n', index); end;
          end;   
      else 
          indexes(index) = 1;
      end;
   else
      switch g.verbose, case 'on', fprintf('Warning: event %d out of data boundary\n', index); end;
   end;

   % rereference events
   % ------------------
   if ~isempty(g.allevents)
        posinit = pos0 + g.alleventrange(1)*g.srate; % compute offset
        posend  = pos0 + g.alleventrange(2)*g.srate; % compute offset
        eventtrial = intersect( find(g.allevents*g.srate >= posinit),  find(g.allevents*g.srate <= posend) );
        alleventout{index} = eventtrial;
        alllatencyout{index} = g.allevents(eventtrial)*g.srate-pos0; 
   end;
end;   
newtime(1) = reallim(1)/g.srate;
newtime(2) = reallim(2)/g.srate;

indexes = find(indexes == 1);
epochdat = epochdat(:,:,indexes);
if ~isempty(alleventout)
    alleventout = alleventout(indexes);
    alllatencyout= alllatencyout(indexes);
end;
reallim = reallim*g.srate;
return;

%% GENERATION OF NAN IN ARRAYS (old implementation)
%% ------------------------------------------------
%alleventout(index,1:length(eventtrial) ) = eventtrial+1000000;
%%then replace all zeros by Nan and subtract 1000000
%if ~isempty(alleventout)
%    alleventout( find( alleventout == 0) ) = nan;
%    alleventout = alleventout(indexes,:) - 1000000;
%   alllatencyout( find( alllatencyout == 0) ) = nan;
%   alllatencyout = alllatencyout(indexes,:) - 1000000;
%end;

function res = lat2point( lat, srate, pnts);

res = lat*srate+1 + (epoch_array-1)*pnts;