-
Notifications
You must be signed in to change notification settings - Fork 245
/
pop_topoplot.m
466 lines (433 loc) · 18.8 KB
/
pop_topoplot.m
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
% POP_TOPOPLOT - Plot scalp map(s) in a figure window. If number of input
% arguments is less than 3, pop up an interactive query window.
% Makes (possibly repeated) calls to TOPOPLOT.
%
% If field 'EEG.chanmatrix' exists, will use the TOPOPLOT 'plotgrid' option
% to plot the data on the indicated channel matrix instead of plotting
% on the head (see 'plotgrid' in >> help topoplot).
%
% Usage:
% >> pop_topoplot( EEG); % pops up a parameter query window
% >> pop_topoplot( EEG, typeplot, items, title, plotdip, options...); % no pop-up
%
% Inputs:
% EEG - Input EEG dataset structure (see >> help eeglab)
% typeplot - 1-> Plot channel ERP maps; 0-> Plot component maps {default:1}.
%
% Commandline inputs also set in pop-up window:
% items - [array] If typeplot==1 (ERP maps), within-epoch latencies
% (ms) at which to plot the maps. If typeplot==0 (component
% maps), component indices to plot. In this case,
% negative map indices -> invert map polarity, or
% NaN -> leave a blank subplot. (Ex: [1 -3 NaN 4])
% title - Plot title.
% rowscols - Vector of the form [m,n] giving [rows, cols] per page.
% If the number of maps exceeds m*n, multiple figures
% are produced {default|0 -> one near-square page}.
% plotdip - [0|1] plot associated dipole(s) for scalp map if present
% in dataset.
%
% Optional Key-Value Pair Inputs
% 'colorbar' - ['on' or 'off'] Switch to turn colorbar on or off. {Default: 'on'}
% 'iclabel' - ['on' or 'off'] Activate the display of ICLabel
% classification of the IC maps. Option is functional only
% when plotting IC maps and ICLabel has been computed for
% the EEG set provided
% options - optional TOPOPLOT arguments. Separate using commas.
% Example 'style', 'straight'. See >> help topoplot
% for further details. {default: none}
%
% Note:
% A new figure is created automatically only when the pop_up window is
% called or when more than one page of maps are plotted. Thus, this
% command may be used to draw topographic maps in a figure sub-axis.
%
% Author: Arnaud Delorme, CNL / Salk Institute, 2001
%
% See also: TOPOPLOT, EEGLAB
% Copyright (C) 2001 Arnaud Delorme, Salk Institute, arno@salk.edu
%
% 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.
% 01-25-02 reformated help & license -ad
% 02-15-02 text interface editing -sm & ad
% 02-16-02 added axcopy -ad & sm
% 03-18-02 added title -ad & sm
function com = pop_topoplot( EEG, typeplot, arg2, topotitle, rowcols, varargin)
com = '';
if nargin < 1
help pop_topoplot;
return;
end
if nargin < 2
typeplot = 1;
end
if typeplot == 0 && isempty(EEG.icasphere)
disp('Error: no ICA data for this set, first run ICA'); return;
end
if isempty(EEG.chanlocs) && ~isfield(EEG, 'chanmatrix')
disp('Error: cannot plot topography without channel location file'); return;
end
if nargin < 3
% which set to save
% -----------------
if typeplot
txtwhat2plot1 = 'Plotting ERP scalp maps at these latencies';
txtwhat2plot2 = sprintf('(range: %d to %d ms, NaN -> empty):', ...
round(EEG.xmin*1000), round(EEG.xmax*1000));
editwhat2plot = [''];
else
txtwhat2plot1 = 'Component numbers';
txtwhat2plot2 = '(negate index to invert component polarity; NaN -> empty subplot; Ex: -1 NaN 3)';
editwhat2plot = ['1:' int2str(size(EEG.icaweights,1))];
end
if EEG.nbchan > 64
elecdef = ['''electrodes'', ''off'''];
else,
elecdef = ['''electrodes'', ''on'''];
end
uilist = { { 'style' 'text' 'string' txtwhat2plot1 } ...
{ 'style' 'edit' 'string' editwhat2plot } ...
{ 'style' 'text' 'string' txtwhat2plot2 } ...
{ } ...
{ 'style' 'text' 'string' 'Plot title' } ...
{ 'style' 'edit' 'string' fastif(~isempty(EEG.setname), [EEG.setname], '') } ...
{ 'style' 'text' 'string' 'Plot geometry (rows,col.); [] -> near square' } ...
{ 'style' 'edit' 'string' '[]' } ...
{ 'style' 'text' 'string' 'Plot associated dipole(s) (if present)' } ...
{ 'style' 'checkbox' 'string' '' } { } ...
{ } ...
{ 'style' 'text' 'string' [ '-> Additional topoplot()' fastif(typeplot,'',' (and dipole)') ...
' options (see Help)' ] } ...
{ 'style' 'edit' 'string' elecdef } };
uigeom = { [1.5 1] [1] [1] [1.5 1] [1.5 1] [1.55 0.2 0.8] [1] [1] [1] };
if typeplot
uilist(9:11) = [];
uigeom(6) = [];
end
guititle = fastif( typeplot, 'Plot ERP scalp maps in 2-D -- pop_topoplot()', ...
'Plot component scalp maps in 2-D -- pop_topoplot()');
result = inputgui(uigeom, uilist, 'pophelp(''pop_topoplot'')', guititle, [], 'normal');
if length(result) == 0
return;
end
% reading first param
% -------------------
arg2 = eval( [ '[' result{1} ']' ] );
if length(arg2) > EEG.nbchan
tmpbut = questdlg2(...
['This involves drawing ' int2str(length(arg2)) ' plots. Continue ?'], ...
'', 'Cancel', 'Yes', 'Yes');
if strcmp(tmpbut, 'Cancel'), return; end
end
if isempty(arg2), error('Nothing to plot; enter parameter in first edit box'); end
% reading other params
% --------------------
topotitle = result{2};
rowcols = eval( [ '[' result{3} ']' ] );
if typeplot
plotdip = 0;
try, options = eval( [ '{ ' result{4} ' }' ]);
catch, error('Invalid scalp map options'); end
else
plotdip = result{4};
try, options = eval( [ '{ ' result{5} ' }' ]);
catch, error('Invalid scalp map options'); end
end
if length(arg2) == 1
figure('paperpositionmode', 'auto'); curfig=gcf;
try, icadefs;
set(curfig, 'color', BACKCOLOR);
catch, end
end
else
if ~isempty(varargin) && isnumeric(varargin{1})
plotdip = varargin{1};
varargin = varargin(2:end);
else
plotdip = 0;
end
options = varargin;
end
% additional options
% ------------------
outoptions = { options{:} }; % for command
options = { options{:} 'masksurf' 'on' };
% plot grid plots instead of head plots
%-------------------------------------
isaninteger = @(x) mod(x, 1) == 0;
if isfield(EEG, 'chanmatrix')
if isempty(EEG.chanmatrix)
if exist('curfig','var') && ishandle(curfig), close(curfig); end
disp('Error: EEG.chanmatrix is empty. See >> help topoplot');return;
end
if ~all(isaninteger(EEG.chanmatrix(:)))
if exist('curfig','var') && ishandle(curfig), close(curfig); end
disp('Error: EEG.chanmatrix must contain channel indices. See >> help topoplot');return;
end
options = { options{:} 'gridplot' EEG.chanmatrix};
elseif isempty(EEG.chanlocs)
if exist('curfig','var') && ishandle(curfig), close(curfig); end
disp('Error: cannot plot topography without channel location file'); return;
end
% find maplimits
% --------------
maplimits = [];
for i=1:2:length(options)
if ischar(options{i})
if strcmpi(options{i}, 'maplimits')
maplimits = options{i+1};
options(i:i+1) = [];
break;
end
end
end
nbgraph = size(arg2(:),1);
if ~exist('topotitle')
topotitle = '';
end
if ~exist('rowcols') || isempty(rowcols) || rowcols(1) == 0
rowcols(2) = ceil(sqrt(nbgraph));
rowcols(1) = ceil(nbgraph/rowcols(2));
end
SIZEBOX = 150;
fprintf('Plotting...\n');
% Check if pop_topoplot input 'colorbar' was called, and don't send it to topoplot
loc = strmatch('colorbar', options(1:2:end), 'exact');
loc = loc*2-1;
if ~isempty(loc)
colorbar_switch = strcmp('on',options{ loc+1 });
options(loc:loc+1) = [];
else
colorbar_switch = 1;
end
% determine the scale for plot of different times (same scales)
% -------------------------------------------------------------
if typeplot
SIGTMP = reshape(EEG.data, EEG.nbchan, EEG.pnts, EEG.trials);
pos = round( (arg2/1000-EEG.xmin)/(EEG.xmax-EEG.xmin) * (EEG.pnts-1))+1;
nanpos = find(isnan(pos));
pos(nanpos) = 1;
if ~isempty(EEG.chanlocs) && isfield(EEG.chanlocs, 'X')
nonEmptyChans = find(~cellfun(@isempty, { EEG.chanlocs.X}));
else
nonEmptyChans = [];
end
if isempty(nonEmptyChans)
nonEmptyChans = 1:EEG.nbchan;
end
SIGTMPAVG = mean(SIGTMP(nonEmptyChans,pos,:),3);
SIGTMPAVG(nonEmptyChans, nanpos) = NaN;
if isempty(maplimits)
maxlim = max(SIGTMPAVG(:));
minlim = min(SIGTMPAVG(:));
maplimits = [ -max(maxlim, -minlim) max(maxlim, -minlim)];
end
else
if isempty(maplimits)
maplimits = 'absmax';
end
end
if plotdip
if strcmpi(EEG.dipfit.coordformat, 'CTF')
disp('Cannot plot dipole on scalp map for CTF MEG data');
end
end
% plot the graphs
% ---------------
counter = 1;
countobj = 1;
allobj = zeros(1,1000);
curfig = get(0, 'currentfigure');
if isfield(EEG, 'chaninfo'), options = { options{:} 'chaninfo' EEG.chaninfo }; end
for index = 1:size(arg2(:),1)
if nbgraph > 1
if mod(index, rowcols(1)*rowcols(2)) == 1
if index> 1, figure(curfig); a = textsc(0.5, 0.05, topotitle); set(a, 'fontweight', 'bold'); end
curfig = figure('paperpositionmode', 'auto');
pos = get(curfig,'Position');
posx = max(0, pos(1)+(pos(3)-SIZEBOX*rowcols(2))/2);
posy = pos(2)+pos(4)-SIZEBOX*rowcols(1);
set(curfig,'Position', [posx posy SIZEBOX*rowcols(2) SIZEBOX*rowcols(1)]);
try, icadefs; set(curfig, 'color', BACKCOLOR); catch, end
end
curax = subplot( rowcols(1), rowcols(2), mod(index-1, rowcols(1)*rowcols(2))+1,'Parent',curfig);
set(curax, 'visible', 'off')
end
% add dipole location if present
% ------------------------------
dipoleplotted = 0;
if plotdip && typeplot == 0
if isfield(EEG, 'dipfit') && isfield(EEG.dipfit, 'model')
if 0 %isfield(EEG.chanlocs, 'type') && ~isempty(strfind(char(EEG.chanlocs(1).type), 'meg'))
disp('Cannot plot dipoles on scalp topography for MEG data')
else
if length(EEG.dipfit.model) >= index
%curpos = EEG.dipfit.model(arg2(index)).posxyz/EEG.dipfit.vol.r(end);
curpos = EEG.dipfit.model(arg2(index)).posxyz;
curmom = EEG.dipfit.model(arg2(index)).momxyz;
try,
select = EEG.dipfit.model(arg2(index)).select;
catch select = 0;
end
if ~isempty(curpos)
% rotate dipole back to electrode space
% by using the inverse transformation matrix
if ~isempty(EEG.dipfit.coord_transform)
transform = EEG.dipfit.coord_transform;
transform = pinv(traditionaldipfit(transform));
% first dipole
tmpres = transform * [ curpos(1,:) 1 ]'; curpos(1,:) = tmpres(1:3);
tmpres = transform * [ curmom(1,:) 1 ]'; curmom(1,:) = tmpres(1:3);
% second dipole
if size(curpos,1) == 2
tmpres = transform * [ curpos(2,:) 1 ]'; curpos(2,:) = tmpres(1:3)
tmpres = transform * [ curmom(2,:) 1 ]'; curmom(2,:) = tmpres(1:3);
end
end
curpos = curpos / 85;
if size(curpos,1) > 1 && length(select) == 2
dipole_index = find(strcmpi('dipole',options),1);
if ~isempty(dipole_index) % if 'dipoles' is already defined in options{:}
options{dipole_index+1} = [ curpos(:,1:2) curmom(:,1:3) ];
else
options = { options{:} 'dipole' [ curpos(:,1:2) curmom(:,1:3) ] };
end
dipoleplotted = 1;
else
if any(curpos(1,:) ~= 0)
dipole_index = find(strcmpi('dipole',options),1);
if ~isempty(dipole_index) % if 'dipoles' is already defined in options{:}
options{dipole_index+1} = [ curpos(1,1:2) curmom(1,1:3) ];
else
options = { options{:} 'dipole' [ curpos(1,1:2) curmom(1,1:3) ] };
end
dipoleplotted = 1;
end
end
end
if nbgraph ~= 1
dipscale_index = find(strcmpi('dipscale',options),1);
if ~isempty(dipscale_index) % if 'dipscale' is already defined in options{:}
options{dipscale_index+1} = 0.6;
else
options = { options{:} 'dipscale' 0.6 };
end
end
%options = { options{:} 'dipsphere' max(EEG.dipfit.vol.r) };
end
end
end
end
% plot scalp map
% --------------
if index == 1
adopt = { 'verbose', 'on' };
else
adopt = { 'verbose', 'off' };
end
%fprintf('Printing to figure %d.\n',curfig);
options = { 'maplimits' maplimits options{:} adopt{:} };
if ~isnan(arg2(index))
if typeplot
if nbgraph > 1, axes(curax); end
tmpobj = topoplot( SIGTMPAVG(:,index), EEG.chanlocs, options{:});
if nbgraph == 1,
figure(curfig); if nbgraph > 1, axes(curax); end
title( [ 'Latency ' int2str(arg2(index)) ' ms from ' topotitle]);
else
figure(curfig); if nbgraph > 1, axes(curax); end;
title([int2str(arg2(index)) ' ms'] );
end
else
if arg2(index) < 0
figure(curfig); if nbgraph > 1, axes(curax); end
tmpobj = topoplot( -EEG.icawinv(:, -arg2(index)), EEG.chanlocs, options{:} );
else
figure(curfig); if nbgraph > 1, axes(curax); end
tmpobj = topoplot( EEG.icawinv(:, arg2(index)), EEG.chanlocs, options{:} );
end;
if nbgraph == 1, texttitle = ['IC ' int2str(arg2(index)) ' from ' topotitle];
else texttitle = ['IC ' int2str(arg2(index))];
end
if dipoleplotted, texttitle = [ texttitle ' (' num2str(EEG.dipfit.model(arg2(index)).rv*100,2) '%)']; end
% Adding ICLabel results
optpos = find(strcmpi('iclabel', options(1:2:end))); % Under the assumption that there is always default options
if ~isempty(optpos)
iclabelopt = options{2*optpos};
if strcmp(iclabelopt, 'on') && isfield(EEG.etc, 'ic_classification')
try
[maxval,indmax]=max(EEG.etc.ic_classification.ICLabel.classifications(arg2(index),:));
iclabel_label = [EEG.etc.ic_classification.ICLabel.classes{indmax} ' : ' num2str(round(maxval*100,1)) ' %' ];
texttitle = {texttitle;iclabel_label};
catch
disp('pop_topoplot: Something went wrong while plotting ICLabel labels');
end
end
end
figure(curfig); if nbgraph > 1, axes(curax); end; htmp = title(texttitle);
try, icadefs; set(htmp,'FontSize',AXES_FONTSIZE_L); catch, end; clear htmp;
end
allobj(countobj:countobj+length(tmpobj)-1) = tmpobj;
countobj = countobj+length(tmpobj);
drawnow;
axis square;
else
axis off
end
end
% Draw colorbar
if colorbar_switch
if nbgraph == 1
if ~ischar(maplimits)
ColorbarHandle = cbar(0,0,[maplimits(1) maplimits(2)]);
else
ColorbarHandle = cbar(0,0,get(gca, 'clim'));
end
pos = get(ColorbarHandle,'position'); % move left & shrink to match head size
set(ColorbarHandle,'position',[pos(1)-.05 pos(2)+0.13 pos(3)*0.7 pos(4)-0.26]);
elseif ~ischar(maplimits)
cbar('vert',0,[maplimits(1) maplimits(2)]);
else cbar('vert',0,get(gca, 'clim'));
end
if ~typeplot % Draw '+' and '-' instead of numbers for colorbar tick labels
tmp = get(gca, 'ytick');
set(gca, 'ytickmode', 'manual', 'yticklabelmode', 'manual', 'ytick', [tmp(1) 0 tmp(end)], 'yticklabel', { '-' '0' '+' });
try, icadefs; set(gca,'FontSize',AXES_FONTSIZE_L+2); catch, end
end
end
if nbgraph> 1
figure(curfig); a = textsc(0.5, 0.05, topotitle);
set(a, 'fontweight', 'bold');
end
if nbgraph== 1
com = 'figure;';
end
set(allobj(1:countobj-1), 'visible', 'on');
figure(curfig);
axcopy(curfig, 'set(gcf, ''''units'''', ''''pixels''''); postmp = get(gcf, ''''position''''); set(gcf, ''''position'''', [postmp(1) postmp(2) 560 420]); clear postmp;');
com = [com sprintf('pop_topoplot(EEG, %d, %s);', ...
typeplot, vararg2str({arg2 topotitle rowcols plotdip outoptions{:} }))];
return;