nt_proximity

[closest,d]=nt_proximity(coordinates,N) - distance to neighboring channels

  closest: indices of closest channels
  d: table of distances from each channel (row) to other channels (column)

  coordinates: spatial coordinates of each channel
  N: consider only N nearest neighbors
 
 If coordinates is a n*2 or n*3 matrix, it is iterpreted as cartesian coordinates
 in the plane or 3D space. A n*q matrix indicates coordinates in a qD space.
 If coordinates is a list of strings, it is interpreted as a list of standard 
 10-20 positions.  
 If coordinates is a single string (e.g. 'biosemi128') it is interpreted as the 
 name of a standard layout file .
 If coordinates is a pair of numbers, it is interpreted as the dimensions in pixels 
 of a rectangle. Pixels are listed by columns. 
 If coordinates is a triplet, it is interpreted as the dimensions of a cuboid. 
  
 Examples:
 10 closest channels in a 64-channel biosemi cap:
  [closest,d]=nt_proximity('biosemi64.lay',10);
 10 closest channels based on cosine distance between signals:
  [closest,d]=nt_proximity(nt_normcol(x)',10);
 10 closest pixels in a 120 rows * 100 column image:
  [closest,d]=nt_proximity([120,100],10);

 NoiseTools

0001 function [closest,d]=nt_proximity(coordinates,N)
0002 %[closest,d]=nt_proximity(coordinates,N) - distance to neighboring channels
0003 %
0004 %  closest: indices of closest channels
0005 %  d: table of distances from each channel (row) to other channels (column)
0006 %
0007 %  coordinates: spatial coordinates of each channel
0008 %  N: consider only N nearest neighbors
0009 %
0010 % If coordinates is a n*2 or n*3 matrix, it is iterpreted as cartesian coordinates
0011 % in the plane or 3D space. A n*q matrix indicates coordinates in a qD space.
0012 % If coordinates is a list of strings, it is interpreted as a list of standard
0013 % 10-20 positions.
0014 % If coordinates is a single string (e.g. 'biosemi128') it is interpreted as the
0015 % name of a standard layout file .
0016 % If coordinates is a pair of numbers, it is interpreted as the dimensions in pixels
0017 % of a rectangle. Pixels are listed by columns.
0018 % If coordinates is a triplet, it is interpreted as the dimensions of a cuboid.
0019 %
0020 % Examples:
0021 % 10 closest channels in a 64-channel biosemi cap:
0022 %  [closest,d]=nt_proximity('biosemi64.lay',10);
0023 % 10 closest channels based on cosine distance between signals:
0024 %  [closest,d]=nt_proximity(nt_normcol(x)',10);
0025 % 10 closest pixels in a 120 rows * 100 column image:
0026 %  [closest,d]=nt_proximity([120,100],10);
0027 %
0028 % NoiseTools
0029 nt_greetings();
0030 
0031 disp(coordinates)
0032 
0033 if nargin<1; error('!'); end
0034 if nargin<2; N=[]; end
0035 if isempty(coordinates); error('!'); end
0036 
0037 
0038 if ischar(coordinates)
0039     switch coordinates
0040         case {'biosemi256.lay','biosemi160.lay','biosemi128.lay', 'biosemi64.lay', 'biosemi32.lay', 'biosemi16.lay'};
0041             cfg.layout=coordinates; 
0042             layout=ft_prepare_layout(cfg);
0043             coordinates=layout.pos;
0044             coordinates=coordinates(1:end-2,:); % remove last two rows (COMNT, SCALE)
0045         otherwise
0046             if exist (coordinates,'file') && numel(coordinates)>4 && all(coordinates(end-3:end)=='.lay') 
0047                 fid=fopen(coordinates);
0048                 a=textscan(fid, '%d %f %f %f %f %s');
0049                 fclose(fid);
0050                 coordinates=[a{2},a{3}];
0051             elseif exist (coordinates,'file') && numel(coordinates)>4 && all(coordinates(end-3:end)=='.ced') 
0052                 fid=fopen(coordinates);
0053                 a=textscan(fid,'%d%s%f%f%f%f%f%f%f%d', 'headerlines', 1);
0054                 fclose(fid);
0055                 coordinates=[a{5},a{6},a{7}];
0056             elseif exist (coordinates,'file') && numel(coordinates)>4 && all(coordinates(end-3:end)=='.loc') 
0057                 fid=fopen(coordinates);
0058                 a=textscan(fid, '%d %f %f %s');
0059                 fclose(fid);
0060                 coordinates=[a{2},a{3}];
0061             elseif exist (coordinates,'file') && numel(coordinates)>4 && all(coordinates(end-3:end)=='.mat') 
0062                 load (coordinates);
0063                 coordinates=lay.pos;
0064                 coordinates=coordinates(1:end-2,:); % remove last two rows (COMNT, SCALE)
0065              end                
0066     end
0067 end
0068 
0069 if isempty(N); N=size(coordinates,1)-1; end
0070 
0071 if isnumeric(coordinates)
0072     if size(coordinates,1)==1
0073         if numel(coordinates)==2 % dimensions in pixels of a rectangle
0074             nrows=coordinates(1); ncols=coordinates(2);
0075             a=repmat(1:nrows,ncols,1); b=repmat((1:ncols)',1,nrows); c=[a(:),b(:)];
0076             [closest,d]=knnsearch(c,c,'K',N+1);
0077             closest=closest(:,2:end);
0078             d=d(:,2:end);
0079         else
0080             error('cuboids, etc not yet implemented');
0081         end
0082     else
0083         if 0
0084             [nchans, ~]=size(coordinates);
0085             d=zeros(nchans);
0086             closest=zeros(nchans);
0087             for iChan=1:nchans
0088                 d(iChan,:)=sqrt( sum( bsxfun(@minus,coordinates, coordinates(iChan,:)).^2, 2) )';
0089                 [~,closest(iChan,:)]=sort(d(iChan,:)','ascend');
0090             end
0091         else
0092             [nchans, ~]=size(coordinates);
0093             if ~isempty(N)
0094                 d=zeros(nchans,N+1);
0095                 closest=zeros(nchans,N+1);
0096                 tic;
0097                 for iChan=1:nchans
0098                     if 0==rem(iChan,1000); disp([iChan, nchans]); toc; end; 
0099                     dd=sqrt( sum( bsxfun(@minus,coordinates, coordinates(iChan,:)).^2, 2) )';
0100                     [~,cc]=sort(dd','ascend');
0101                     closest(iChan,:)=cc(1:N+1);
0102                     d(iChan,:)=dd(1:N+1);
0103                 end
0104             end 
0105         end
0106         if ~isempty(closest); closest=closest(:,2:end); end
0107     end
0108 elseif iscell(coordinates) && ischar(coordinates{1});
0109     nchans=numel(coordinates);
0110     elec=elec_1020all_cart;
0111     labels={elec(:).labels};
0112     c=[];
0113     for iChan=1:nchans
0114         idx=find(strcmp(deblank(coordinates{iChan}),deblank(labels)));
0115         if numel(idx) ~= 1; error(['label not recognized: ',coordinates{iChan}]); end
0116         c=[c;[elec(idx).X, elec(idx).Y, elec(idx).Z]];
0117     end
0118     [closest,d]=nt_proximity(c);
0119 else
0120     error('coordinates should be numeric or cell array of strings');
0121 end
0122 
0123 if ~isempty(N);
0124     closest=closest(:,1:N); 
0125     d=d(:,1:N);
0126 end
0127 
0128 
0129 % modified from https://sccn.ucsd.edu/svn/software/branches/eeglab9/plugins/ctfimport1.03/elec_1020all_cart.m
0130 function [elec] = elec_1020all_cart
0131 
0132 % elec_1020all_cart - all 10-20 electrode Cartesian coordinates
0133 %
0134 % [elec] = elec_1020all_cart
0135 %
0136 % elec is a struct array with fields:
0137 %
0138 % elec.labels
0139 % elec.X
0140 % elec.Y
0141 % elec.Z
0142 %
0143 % We gratefully acknowledge the provision of this data from
0144 % Robert Oostenveld.  The elec struct contains all channel names and
0145 % locations for the International 10-20 electrode placement system, please
0146 % see details in:
0147 %
0148 % Oostenveld, R. & Praamstra, P. (2001). The five percent electrode system
0149 % for high-resolution EEG and ERP measurements. Clinical Neurophysiology,
0150 % 112:713-719.
0151 %
0152 
0153 % $Revision: 1.1 $ $Date: 2009-01-30 03:49:27 $
0154 
0155 % Copyright (C) 2005  Darren L. Weber
0156 %
0157 % This program is free software; you can redistribute it and/or
0158 % modify it under the terms of the GNU General Public License
0159 % as published by the Free Software Foundation; either version 2
0160 % of the License, or (at your option) any later version.
0161 %
0162 % This program is distributed in the hope that it will be useful,
0163 % but WITHOUT ANY WARRANTY; without even the implied warranty of
0164 % MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
0165 % GNU General Public License for more details.
0166 %
0167 % You should have received a copy of the GNU General Public License
0168 % along with this program; if not, write to the Free Software
0169 % Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
0170 
0171 % Modified: 02/2004, Darren.Weber_at_radiology.ucsf.edu
0172 %
0173 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
0174 
0175 
0176 % ver = '$Revision: 1.1 $ $Date: 2009-01-30 03:49:27 $';
0177 % fprintf('\nELEC_1020ALL_CART [v %s]\n',ver(11:15));
0178 %
0179 
0180 names = {'LPA','RPA','Nz','Fp1','Fpz','Fp2','AF9','AF7','AF5','AF3',...
0181     'AF1','AFz','AF2','AF4','AF6','AF8','AF10','F9','F7','F5','F3','F1',...
0182     'Fz','F2','F4','F6','F8','F10','FT9','FT7','FC5','FC3','FC1','FCz',...
0183     'FC2','FC4','FC6','FT8','FT10','T9','T7','C5','C3','C1','Cz','C2',...
0184     'C4','C6','T8','T10','TP9','TP7','CP5','CP3','CP1','CPz','CP2','CP4',...
0185     'CP6','TP8','TP10','P9','P7','P5','P3','P1','Pz','P2','P4','P6','P8',...
0186     'P10','PO9','PO7','PO5','PO3','PO1','POz','PO2','PO4','PO6','PO8',...
0187     'PO10','O1','Oz','O2','I1','Iz','I2','AFp9h','AFp7h','AFp5h','AFp3h',...
0188     'AFp1h','AFp2h','AFp4h','AFp6h','AFp8h','AFp10h','AFF9h','AFF7h',...
0189     'AFF5h','AFF3h','AFF1h','AFF2h','AFF4h','AFF6h','AFF8h','AFF10h',...
0190     'FFT9h','FFT7h','FFC5h','FFC3h','FFC1h','FFC2h','FFC4h','FFC6h',...
0191     'FFT8h','FFT10h','FTT9h','FTT7h','FCC5h','FCC3h','FCC1h','FCC2h',...
0192     'FCC4h','FCC6h','FTT8h','FTT10h','TTP9h','TTP7h','CCP5h','CCP3h',...
0193     'CCP1h','CCP2h','CCP4h','CCP6h','TTP8h','TTP10h','TPP9h','TPP7h',...
0194     'CPP5h','CPP3h','CPP1h','CPP2h','CPP4h','CPP6h','TPP8h','TPP10h',...
0195     'PPO9h','PPO7h','PPO5h','PPO3h','PPO1h','PPO2h','PPO4h','PPO6h',...
0196     'PPO8h','PPO10h','POO9h','POO7h','POO5h','POO3h','POO1h','POO2h',...
0197     'POO4h','POO6h','POO8h','POO10h','OI1h','OI2h','Fp1h','Fp2h','AF9h',...
0198     'AF7h','AF5h','AF3h','AF1h','AF2h','AF4h','AF6h','AF8h','AF10h',...
0199     'F9h','F7h','F5h','F3h','F1h','F2h','F4h','F6h','F8h','F10h','FT9h',...
0200     'FT7h','FC5h','FC3h','FC1h','FC2h','FC4h','FC6h','FT8h','FT10h',...
0201     'T9h','T7h','C5h','C3h','C1h','C2h','C4h','C6h','T8h','T10h','TP9h',...
0202     'TP7h','CP5h','CP3h','CP1h','CP2h','CP4h','CP6h','TP8h','TP10h',...
0203     'P9h','P7h','P5h','P3h','P1h','P2h','P4h','P6h','P8h','P10h','PO9h',...
0204     'PO7h','PO5h','PO3h','PO1h','PO2h','PO4h','PO6h','PO8h','PO10h','O1h',...
0205     'O2h','I1h','I2h','AFp9','AFp7','AFp5','AFp3','AFp1','AFpz','AFp2',...
0206     'AFp4','AFp6','AFp8','AFp10','AFF9','AFF7','AFF5','AFF3','AFF1',...
0207     'AFFz','AFF2','AFF4','AFF6','AFF8','AFF10','FFT9','FFT7','FFC5',...
0208     'FFC3','FFC1','FFCz','FFC2','FFC4','FFC6','FFT8','FFT10','FTT9',...
0209     'FTT7','FCC5','FCC3','FCC1','FCCz','FCC2','FCC4','FCC6','FTT8',...
0210     'FTT10','TTP9','TTP7','CCP5','CCP3','CCP1','CCPz','CCP2','CCP4',...
0211     'CCP6','TTP8','TTP10','TPP9','TPP7','CPP5','CPP3','CPP1','CPPz',...
0212     'CPP2','CPP4','CPP6','TPP8','TPP10','PPO9','PPO7','PPO5','PPO3',...
0213     'PPO1','PPOz','PPO2','PPO4','PPO6','PPO8','PPO10','POO9','POO7',...
0214     'POO5','POO3','POO1','POOz','POO2','POO4','POO6','POO8','POO10',...
0215     'OI1','OIz','OI2','T3','T5','T4','T6'};
0216 
0217 xyz = [ ...
0218 0.0000    0.9237    -0.3826    ;
0219 0.0000    -0.9237    -0.3826    ;
0220 0.9230    0.0000    -0.3824    ;
0221 0.9511    0.3090    0.0001    ;
0222 1.0000    0.0000    0.0001    ;
0223 0.9511    -0.3091    0.0000    ;
0224 0.7467    0.5425    -0.3825    ;
0225 0.8090    0.5878    0.0000    ;
0226 0.8553    0.4926    0.1552    ;
0227 0.8920    0.3554    0.2782    ;
0228 0.9150    0.1857    0.3558    ;
0229 0.9230    0.0000    0.3824    ;
0230 0.9150    -0.1857    0.3558    ;
0231 0.8919    -0.3553    0.2783    ;
0232 0.8553    -0.4926    0.1552    ;
0233 0.8090    -0.5878    0.0000    ;
0234 0.7467    -0.5425    -0.3825    ;
0235 0.5430    0.7472    -0.3826    ;
0236 0.5878    0.8090    0.0000    ;
0237 0.6343    0.7210    0.2764    ;
0238 0.6726    0.5399    0.5043    ;
0239 0.6979    0.2888    0.6542    ;
0240 0.7067    0.0000    0.7067    ;
0241 0.6979    -0.2888    0.6542    ;
0242 0.6726    -0.5399    0.5043    ;
0243 0.6343    -0.7210    0.2764    ;
0244 0.5878    -0.8090    0.0000    ;
0245 0.5429    -0.7472    -0.3826    ;
0246 0.2852    0.8777    -0.3826    ;
0247 0.3090    0.9511    0.0000    ;
0248 0.3373    0.8709    0.3549    ;
0249 0.3612    0.6638    0.6545    ;
0250 0.3770    0.3581    0.8532    ;
0251 0.3826    0.0000    0.9233    ;
0252 0.3770    -0.3581    0.8532    ;
0253 0.3612    -0.6638    0.6545    ;
0254 0.3373    -0.8709    0.3549    ;
0255 0.3090    -0.9511    0.0000    ;
0256 0.2852    -0.8777    -0.3826    ;
0257 -0.0001    0.9237    -0.3826    ;
0258 0.0000    1.0000    0.0000    ;
0259 0.0001    0.9237    0.3826    ;
0260 0.0001    0.7066    0.7066    ;
0261 0.0002    0.3824    0.9231    ;
0262 0.0002    0.0000    1.0000    ;
0263 0.0001    -0.3824    0.9231    ;
0264 0.0001    -0.7066    0.7066    ;
0265 0.0001    -0.9237    0.3826    ;
0266 0.0000    -1.0000    0.0000    ;
0267 0.0000    -0.9237    -0.3826    ;
0268 -0.2852    0.8777    -0.3826    ;
0269 -0.3090    0.9511    -0.0001    ;
0270 -0.3372    0.8712    0.3552    ;
0271 -0.3609    0.6635    0.6543    ;
0272 -0.3767    0.3580    0.8534    ;
0273 -0.3822    0.0000    0.9231    ;
0274 -0.3767    -0.3580    0.8534    ;
0275 -0.3608    -0.6635    0.6543    ;
0276 -0.3372    -0.8712    0.3552    ;
0277 -0.3090    -0.9511    -0.0001    ;
0278 -0.2853    -0.8777    -0.3826    ;
0279 -0.5429    0.7472    -0.3826    ;
0280 -0.5878    0.8090    -0.0001    ;
0281 -0.6342    0.7211    0.2764    ;
0282 -0.6724    0.5401    0.5045    ;
0283 -0.6975    0.2889    0.6545    ;
0284 -0.7063    0.0000    0.7065    ;
0285 -0.6975    -0.2889    0.6545    ;
0286 -0.6724    -0.5401    0.5045    ;
0287 -0.6342    -0.7211    0.2764    ;
0288 -0.5878    -0.8090    -0.0001    ;
0289 -0.5429    -0.7472    -0.3826    ;
0290 -0.7467    0.5425    -0.3825    ;
0291 -0.8090    0.5878    0.0000    ;
0292 -0.8553    0.4929    0.1555    ;
0293 -0.8918    0.3549    0.2776    ;
0294 -0.9151    0.1858    0.3559    ;
0295 -0.9230    0.0000    0.3824    ;
0296 -0.9151    -0.1859    0.3559    ;
0297 -0.8918    -0.3549    0.2776    ;
0298 -0.8553    -0.4929    0.1555    ;
0299 -0.8090    -0.5878    0.0000    ;
0300 -0.7467    -0.5425    -0.3825    ;
0301 -0.9511    0.3090    0.0000    ;
0302 -1.0000    0.0000    0.0000    ;
0303 -0.9511    -0.3090    0.0000    ;
0304 -0.8785    0.2854    -0.3824    ;
0305 -0.9230    0.0000    -0.3823    ;
0306 -0.8785    -0.2854    -0.3824    ;
0307 0.8732    0.4449    -0.1949    ;
0308 0.9105    0.4093    0.0428    ;
0309 0.9438    0.3079    0.1159    ;
0310 0.9669    0.1910    0.1666    ;
0311 0.9785    0.0647    0.1919    ;
0312 0.9785    -0.0647    0.1919    ;
0313 0.9669    -0.1910    0.1666    ;
0314 0.9438    -0.3079    0.1159    ;
0315 0.9105    -0.4093    0.0428    ;
0316 0.8732    -0.4449    -0.1949    ;
0317 0.6929    0.6929    -0.1949    ;
0318 0.7325    0.6697    0.1137    ;
0319 0.7777    0.5417    0.3163    ;
0320 0.8111    0.3520    0.4658    ;
0321 0.8289    0.1220    0.5452    ;
0322 0.8289    -0.1220    0.5452    ;
0323 0.8111    -0.3520    0.4658    ;
0324 0.7777    -0.5417    0.3163    ;
0325 0.7325    -0.6697    0.1138    ;
0326 0.6929    -0.6929    -0.1949    ;
0327 0.4448    0.8730    -0.1950    ;
0328 0.4741    0.8642    0.1647    ;
0329 0.5107    0.7218    0.4651    ;
0330 0.5384    0.4782    0.6925    ;
0331 0.5533    0.1672    0.8148    ;
0332 0.5533    -0.1672    0.8148    ;
0333 0.5384    -0.4782    0.6925    ;
0334 0.5107    -0.7218    0.4651    ;
0335 0.4741    -0.8642    0.1647    ;
0336 0.4448    -0.8730    -0.1950    ;
0337 0.1533    0.9678    -0.1950    ;
0338 0.1640    0.9669    0.1915    ;
0339 0.1779    0.8184    0.5448    ;
0340 0.1887    0.5466    0.8154    ;
0341 0.1944    0.1919    0.9615    ;
0342 0.1944    -0.1919    0.9615    ;
0343 0.1887    -0.5466    0.8154    ;
0344 0.1779    -0.8184    0.5448    ;
0345 0.1640    -0.9669    0.1915    ;
0346 0.1533    -0.9678    -0.1950    ;
0347 -0.1532    0.9678    -0.1950    ;
0348 -0.1639    0.9669    0.1915    ;
0349 -0.1778    0.8185    0.5449    ;
0350 -0.1883    0.5465    0.8153    ;
0351 -0.1940    0.1918    0.9611    ;
0352 -0.1940    -0.1918    0.9611    ;
0353 -0.1884    -0.5465    0.8153    ;
0354 -0.1778    -0.8185    0.5449    ;
0355 -0.1639    -0.9669    0.1915    ;
0356 -0.1533    -0.9678    -0.1950    ;
0357 -0.4448    0.8731    -0.1950    ;
0358 -0.4740    0.8639    0.1646    ;
0359 -0.5106    0.7220    0.4653    ;
0360 -0.5384    0.4786    0.6933    ;
0361 -0.5532    0.1673    0.8155    ;
0362 -0.5532    -0.1673    0.8155    ;
0363 -0.5384    -0.4786    0.6933    ;
0364 -0.5106    -0.7220    0.4653    ;
0365 -0.4740    -0.8638    0.1646    ;
0366 -0.4449    -0.8731    -0.1950    ;
0367 -0.6928    0.6928    -0.1950    ;
0368 -0.7324    0.6700    0.1139    ;
0369 -0.7776    0.5420    0.3167    ;
0370 -0.8108    0.3520    0.4659    ;
0371 -0.8284    0.1220    0.5453    ;
0372 -0.8284    -0.1220    0.5453    ;
0373 -0.8108    -0.3519    0.4659    ;
0374 -0.7775    -0.5421    0.3167    ;
0375 -0.7324    -0.6700    0.1139    ;
0376 -0.6928    -0.6928    -0.1950    ;
0377 -0.8730    0.4448    -0.1950    ;
0378 -0.9106    0.4097    0.0430    ;
0379 -0.9438    0.3080    0.1160    ;
0380 -0.9665    0.1908    0.1657    ;
0381 -0.9783    0.0647    0.1918    ;
0382 -0.9783    -0.0647    0.1918    ;
0383 -0.9665    -0.1908    0.1657    ;
0384 -0.9438    -0.3080    0.1160    ;
0385 -0.9106    -0.4097    0.0430    ;
0386 -0.8730    -0.4448    -0.1950    ;
0387 -0.9679    0.1533    -0.1950    ;
0388 -0.9679    -0.1533    -0.1950    ;
0389 0.9877    0.1564    0.0001    ;
0390 0.9877    -0.1564    0.0001    ;
0391 0.7928    0.5759    -0.1949    ;
0392 0.8332    0.5463    0.0810    ;
0393 0.8750    0.4284    0.2213    ;
0394 0.9053    0.2735    0.3231    ;
0395 0.9211    0.0939    0.3758    ;
0396 0.9210    -0.0939    0.3758    ;
0397 0.9053    -0.2735    0.3231    ;
0398 0.8750    -0.4284    0.2212    ;
0399 0.8332    -0.5463    0.0810    ;
0400 0.7927    -0.5759    -0.1949    ;
0401 0.5761    0.7929    -0.1949    ;
0402 0.6117    0.7772    0.1420    ;
0403 0.6549    0.6412    0.3987    ;
0404 0.6872    0.4214    0.5906    ;
0405 0.7045    0.1468    0.6933    ;
0406 0.7045    -0.1468    0.6933    ;
0407 0.6872    -0.4214    0.5906    ;
0408 0.6549    -0.6412    0.3987    ;
0409 0.6117    -0.7772    0.1420    ;
0410 0.5761    -0.7929    -0.1949    ;
0411 0.3027    0.9317    -0.1950    ;
0412 0.3235    0.9280    0.1813    ;
0413 0.3500    0.7817    0.5146    ;
0414 0.3703    0.5207    0.7687    ;
0415 0.3811    0.1824    0.9054    ;
0416 0.3811    -0.1824    0.9054    ;
0417 0.3703    -0.5207    0.7687    ;
0418 0.3500    -0.7817    0.5146    ;
0419 0.3235    -0.9280    0.1813    ;
0420 0.3028    -0.9317    -0.1950    ;
0421 0.0000    0.9801    -0.1950    ;
0422 0.0000    0.9801    0.1949    ;
0423 0.0001    0.8311    0.5552    ;
0424 0.0002    0.5550    0.8306    ;
0425 0.0001    0.1950    0.9801    ;
0426 0.0002    -0.1950    0.9801    ;
0427 0.0002    -0.5550    0.8306    ;
0428 0.0001    -0.8311    0.5552    ;
0429 0.0000    -0.9801    0.1949    ;
0430 0.0000    -0.9801    -0.1950    ;
0431 -0.3028    0.9319    -0.1949    ;
0432 -0.3234    0.9278    0.1813    ;
0433 -0.3498    0.7818    0.5148    ;
0434 -0.3699    0.5206    0.7688    ;
0435 -0.3808    0.1825    0.9059    ;
0436 -0.3808    -0.1825    0.9059    ;
0437 -0.3699    -0.5206    0.7688    ;
0438 -0.3498    -0.7818    0.5148    ;
0439 -0.3234    -0.9278    0.1813    ;
0440 -0.3028    -0.9319    -0.1949    ;
0441 -0.5761    0.7929    -0.1950    ;
0442 -0.6116    0.7771    0.1420    ;
0443 -0.6546    0.6411    0.3985    ;
0444 -0.6869    0.4217    0.5912    ;
0445 -0.7041    0.1469    0.6934    ;
0446 -0.7041    -0.1469    0.6934    ;
0447 -0.6870    -0.4216    0.5912    ;
0448 -0.6546    -0.6411    0.3985    ;
0449 -0.6116    -0.7771    0.1420    ;
0450 -0.5761    -0.7929    -0.1950    ;
0451 -0.7926    0.5759    -0.1950    ;
0452 -0.8331    0.5459    0.0809    ;
0453 -0.8752    0.4292    0.2219    ;
0454 -0.9054    0.2737    0.3233    ;
0455 -0.9210    0.0939    0.3757    ;
0456 -0.9210    -0.0940    0.3757    ;
0457 -0.9054    -0.2737    0.3233    ;
0458 -0.8752    -0.4292    0.2219    ;
0459 -0.8331    -0.5459    0.0809    ;
0460 -0.7926    -0.5758    -0.1950    ;
0461 -0.9877    0.1564    0.0000    ;
0462 -0.9877    -0.1564    0.0000    ;
0463 -0.9118    0.1444    -0.3824    ;
0464 -0.9118    -0.1444    -0.3824    ;
0465 0.8225    0.4190    -0.3825    ;
0466 0.8910    0.4540    0.0000    ;
0467 0.9282    0.3606    0.0817    ;
0468 0.9565    0.2508    0.1438    ;
0469 0.9743    0.1287    0.1828    ;
0470 0.9799    0.0000    0.1949    ;
0471 0.9743    -0.1287    0.1828    ;
0472 0.9565    -0.2508    0.1437    ;
0473 0.9282    -0.3606    0.0817    ;
0474 0.8910    -0.4540    0.0000    ;
0475 0.8225    -0.4191    -0.3825    ;
0476 0.6527    0.6527    -0.3825    ;
0477 0.7071    0.7071    0.0000    ;
0478 0.7564    0.6149    0.2206    ;
0479 0.7962    0.4535    0.3990    ;
0480 0.8221    0.2404    0.5148    ;
0481 0.8312    0.0000    0.5554    ;
0482 0.8221    -0.2404    0.5148    ;
0483 0.7962    -0.4535    0.3990    ;
0484 0.7564    -0.6149    0.2206    ;
0485 0.7071    -0.7071    0.0000    ;
0486 0.6527    -0.6527    -0.3825    ;
0487 0.4192    0.8226    -0.3826    ;
0488 0.4540    0.8910    0.0000    ;
0489 0.4932    0.8072    0.3215    ;
0490 0.5260    0.6110    0.5905    ;
0491 0.5477    0.3286    0.7685    ;
0492 0.5553    0.0000    0.8310    ;
0493 0.5477    -0.3286    0.7685    ;
0494 0.5260    -0.6110    0.5905    ;
0495 0.4932    -0.8072    0.3216    ;
0496 0.4540    -0.8910    0.0000    ;
0497 0.4192    -0.8226    -0.3826    ;
0498 0.1444    0.9119    -0.3826    ;
0499 0.1565    0.9877    0.0000    ;
0500 0.1713    0.9099    0.3754    ;
0501 0.1838    0.6957    0.6933    ;
0502 0.1922    0.3764    0.9059    ;
0503 0.1951    0.0000    0.9804    ;
0504 0.1922    -0.3764    0.9059    ;
0505 0.1838    -0.6957    0.6933    ;
0506 0.1713    -0.9099    0.3754    ;
0507 0.1564    -0.9877    0.0000    ;
0508 0.1444    -0.9119    -0.3826    ;
0509 -0.1444    0.9117    -0.3826    ;
0510 -0.1564    0.9877    -0.0001    ;
0511 -0.1711    0.9100    0.3754    ;
0512 -0.1836    0.6959    0.6936    ;
0513 -0.1918    0.3763    0.9056    ;
0514 -0.1948    0.0000    0.9800    ;
0515 -0.1919    -0.3763    0.9056    ;
0516 -0.1836    -0.6959    0.6936    ;
0517 -0.1711    -0.9100    0.3754    ;
0518 -0.1564    -0.9877    -0.0001    ;
0519 -0.1444    -0.9117    -0.3826    ;
0520 -0.4191    0.8225    -0.3826    ;
0521 -0.4540    0.8910    -0.0001    ;
0522 -0.4931    0.8073    0.3216    ;
0523 -0.5259    0.6109    0.5904    ;
0524 -0.5476    0.3285    0.7685    ;
0525 -0.5551    0.0000    0.8311    ;
0526 -0.5475    -0.3286    0.7685    ;
0527 -0.5258    -0.6109    0.5904    ;
0528 -0.4931    -0.8073    0.3216    ;
0529 -0.4540    -0.8910    -0.0001    ;
0530 -0.4191    -0.8225    -0.3826    ;
0531 -0.6529    0.6529    -0.3825    ;
0532 -0.7071    0.7071    0.0000    ;
0533 -0.7561    0.6147    0.2205    ;
0534 -0.7960    0.4537    0.3995    ;
0535 -0.8218    0.2405    0.5152    ;
0536 -0.8306    0.0000    0.5551    ;
0537 -0.8218    -0.2405    0.5152    ;
0538 -0.7960    -0.4537    0.3995    ;
0539 -0.7562    -0.6147    0.2205    ;
0540 -0.7071    -0.7071    0.0000    ;
0541 -0.6529    -0.6529    -0.3825    ;
0542 -0.8228    0.4191    -0.3824    ;
0543 -0.8910    0.4540    0.0000    ;
0544 -0.9283    0.3608    0.0818    ;
0545 -0.9567    0.2511    0.1442    ;
0546 -0.9739    0.1285    0.1822    ;
0547 -0.9797    0.0000    0.1949    ;
0548 -0.9739    -0.1286    0.1822    ;
0549 -0.9567    -0.2511    0.1442    ;
0550 -0.9283    -0.3608    0.0818    ;
0551 -0.8910    -0.4540    0.0000    ;
0552 -0.8228    -0.4191    -0.3824    ;
0553 -0.9322    0.3029    -0.1949    ;
0554 -0.9799    0.0000    -0.1949    ;
0555 -0.9322    -0.3029    -0.1949    ;
0556 0.0000    1.0000    0.0000    ;
0557 -0.5878    0.8090    -0.0001    ;
0558 0.0000    -1.0000    0.0000    ;
0559 -0.5878    -0.8090    -0.0001    ]';
0560 
0561 
0562 elec = struct(...
0563     'labels',names,...
0564     'X',num2cell(xyz(1,:)),...
0565     'Y',num2cell(xyz(2,:)),...
0566     'Z',num2cell(xyz(3,:)));
0567 
0568 
0569 return
0570 
0571 % LPA       0.0000  0.9237 -0.3826
0572 % RPA       0.0000 -0.9237 -0.3826
0573 % Nz        0.9230  0.0000 -0.3824
0574 % Fp1       0.9511  0.3090  0.0001
0575 % Fpz       1.0000 -0.0000  0.0001
0576 % Fp2       0.9511 -0.3091  0.0000
0577 % AF9       0.7467  0.5425 -0.3825
0578 % AF7       0.8090  0.5878  0.0000
0579 % AF5       0.8553  0.4926  0.1552
0580 % AF3       0.8920  0.3554  0.2782
0581 % AF1       0.9150  0.1857  0.3558
0582 % AFz       0.9230  0.0000  0.3824
0583 % AF2       0.9150 -0.1857  0.3558
0584 % AF4       0.8919 -0.3553  0.2783
0585 % AF6       0.8553 -0.4926  0.1552
0586 % AF8       0.8090 -0.5878  0.0000
0587 % AF10      0.7467 -0.5425 -0.3825
0588 % F9        0.5430  0.7472 -0.3826
0589 % F7        0.5878  0.8090  0.0000
0590 % F5        0.6343  0.7210  0.2764
0591 % F3        0.6726  0.5399  0.5043
0592 % F1        0.6979  0.2888  0.6542
0593 % Fz        0.7067  0.0000  0.7067
0594 % F2        0.6979 -0.2888  0.6542
0595 % F4        0.6726 -0.5399  0.5043
0596 % F6        0.6343 -0.7210  0.2764
0597 % F8        0.5878 -0.8090  0.0000
0598 % F10       0.5429 -0.7472 -0.3826
0599 % FT9       0.2852  0.8777 -0.3826
0600 % FT7       0.3090  0.9511  0.0000
0601 % FC5       0.3373  0.8709  0.3549
0602 % FC3       0.3612  0.6638  0.6545
0603 % FC1       0.3770  0.3581  0.8532
0604 % FCz       0.3826  0.0000  0.9233
0605 % FC2       0.3770 -0.3581  0.8532
0606 % FC4       0.3612 -0.6638  0.6545
0607 % FC6       0.3373 -0.8709  0.3549
0608 % FT8       0.3090 -0.9511  0.0000
0609 % FT10      0.2852 -0.8777 -0.3826
0610 % T9       -0.0001  0.9237 -0.3826
0611 % T7        0.0000  1.0000  0.0000
0612 % C5        0.0001  0.9237  0.3826
0613 % C3        0.0001  0.7066  0.7066
0614 % C1        0.0002  0.3824  0.9231
0615 % Cz        0.0002  0.0000  1.0000
0616 % C2        0.0001 -0.3824  0.9231
0617 % C4        0.0001 -0.7066  0.7066
0618 % C6        0.0001 -0.9237  0.3826
0619 % T8        0.0000 -1.0000  0.0000
0620 % T10       0.0000 -0.9237 -0.3826
0621 % TP9      -0.2852  0.8777 -0.3826
0622 % TP7      -0.3090  0.9511 -0.0001
0623 % CP5      -0.3372  0.8712  0.3552
0624 % CP3      -0.3609  0.6635  0.6543
0625 % CP1      -0.3767  0.3580  0.8534
0626 % CPz      -0.3822  0.0000  0.9231
0627 % CP2      -0.3767 -0.3580  0.8534
0628 % CP4      -0.3608 -0.6635  0.6543
0629 % CP6      -0.3372 -0.8712  0.3552
0630 % TP8      -0.3090 -0.9511 -0.0001
0631 % TP10     -0.2853 -0.8777 -0.3826
0632 % P9       -0.5429  0.7472 -0.3826
0633 % P7       -0.5878  0.8090 -0.0001
0634 % P5       -0.6342  0.7211  0.2764
0635 % P3       -0.6724  0.5401  0.5045
0636 % P1       -0.6975  0.2889  0.6545
0637 % Pz       -0.7063  0.0000  0.7065
0638 % P2       -0.6975 -0.2889  0.6545
0639 % P4       -0.6724 -0.5401  0.5045
0640 % P6       -0.6342 -0.7211  0.2764
0641 % P8       -0.5878 -0.8090 -0.0001
0642 % P10      -0.5429 -0.7472 -0.3826
0643 % PO9      -0.7467  0.5425 -0.3825
0644 % PO7      -0.8090  0.5878  0.0000
0645 % PO5      -0.8553  0.4929  0.1555
0646 % PO3      -0.8918  0.3549  0.2776
0647 % PO1      -0.9151  0.1858  0.3559
0648 % POz      -0.9230 -0.0000  0.3824
0649 % PO2      -0.9151 -0.1859  0.3559
0650 % PO4      -0.8918 -0.3549  0.2776
0651 % PO6      -0.8553 -0.4929  0.1555
0652 % PO8      -0.8090 -0.5878  0.0000
0653 % PO10     -0.7467 -0.5425 -0.3825
0654 % O1       -0.9511  0.3090  0.0000
0655 % Oz       -1.0000  0.0000  0.0000
0656 % O2       -0.9511 -0.3090  0.0000
0657 % I1       -0.8785  0.2854 -0.3824
0658 % Iz       -0.9230  0.0000 -0.3823
0659 % I2       -0.8785 -0.2854 -0.3824
0660 % AFp9h     0.8732  0.4449 -0.1949
0661 % AFp7h     0.9105  0.4093  0.0428
0662 % AFp5h     0.9438  0.3079  0.1159
0663 % AFp3h     0.9669  0.1910  0.1666
0664 % AFp1h     0.9785  0.0647  0.1919
0665 % AFp2h     0.9785 -0.0647  0.1919
0666 % AFp4h     0.9669 -0.1910  0.1666
0667 % AFp6h     0.9438 -0.3079  0.1159
0668 % AFp8h     0.9105 -0.4093  0.0428
0669 % AFp10h    0.8732 -0.4449 -0.1949
0670 % AFF9h     0.6929  0.6929 -0.1949
0671 % AFF7h     0.7325  0.6697  0.1137
0672 % AFF5h     0.7777  0.5417  0.3163
0673 % AFF3h     0.8111  0.3520  0.4658
0674 % AFF1h     0.8289  0.1220  0.5452
0675 % AFF2h     0.8289 -0.1220  0.5452
0676 % AFF4h     0.8111 -0.3520  0.4658
0677 % AFF6h     0.7777 -0.5417  0.3163
0678 % AFF8h     0.7325 -0.6697  0.1138
0679 % AFF10h    0.6929 -0.6929 -0.1949
0680 % FFT9h     0.4448  0.8730 -0.1950
0681 % FFT7h     0.4741  0.8642  0.1647
0682 % FFC5h     0.5107  0.7218  0.4651
0683 % FFC3h     0.5384  0.4782  0.6925
0684 % FFC1h     0.5533  0.1672  0.8148
0685 % FFC2h     0.5533 -0.1672  0.8148
0686 % FFC4h     0.5384 -0.4782  0.6925
0687 % FFC6h     0.5107 -0.7218  0.4651
0688 % FFT8h     0.4741 -0.8642  0.1647
0689 % FFT10h    0.4448 -0.8730 -0.1950
0690 % FTT9h     0.1533  0.9678 -0.1950
0691 % FTT7h     0.1640  0.9669  0.1915
0692 % FCC5h     0.1779  0.8184  0.5448
0693 % FCC3h     0.1887  0.5466  0.8154
0694 % FCC1h     0.1944  0.1919  0.9615
0695 % FCC2h     0.1944 -0.1919  0.9615
0696 % FCC4h     0.1887 -0.5466  0.8154
0697 % FCC6h     0.1779 -0.8184  0.5448
0698 % FTT8h     0.1640 -0.9669  0.1915
0699 % FTT10h    0.1533 -0.9678 -0.1950
0700 % TTP9h    -0.1532  0.9678 -0.1950
0701 % TTP7h    -0.1639  0.9669  0.1915
0702 % CCP5h    -0.1778  0.8185  0.5449
0703 % CCP3h    -0.1883  0.5465  0.8153
0704 % CCP1h    -0.1940  0.1918  0.9611
0705 % CCP2h    -0.1940 -0.1918  0.9611
0706 % CCP4h    -0.1884 -0.5465  0.8153
0707 % CCP6h    -0.1778 -0.8185  0.5449
0708 % TTP8h    -0.1639 -0.9669  0.1915
0709 % TTP10h   -0.1533 -0.9678 -0.1950
0710 % TPP9h    -0.4448  0.8731 -0.1950
0711 % TPP7h    -0.4740  0.8639  0.1646
0712 % CPP5h    -0.5106  0.7220  0.4653
0713 % CPP3h    -0.5384  0.4786  0.6933
0714 % CPP1h    -0.5532  0.1673  0.8155
0715 % CPP2h    -0.5532 -0.1673  0.8155
0716 % CPP4h    -0.5384 -0.4786  0.6933
0717 % CPP6h    -0.5106 -0.7220  0.4653
0718 % TPP8h    -0.4740 -0.8638  0.1646
0719 % TPP10h   -0.4449 -0.8731 -0.1950
0720 % PPO9h    -0.6928  0.6928 -0.1950
0721 % PPO7h    -0.7324  0.6700  0.1139
0722 % PPO5h    -0.7776  0.5420  0.3167
0723 % PPO3h    -0.8108  0.3520  0.4659
0724 % PPO1h    -0.8284  0.1220  0.5453
0725 % PPO2h    -0.8284 -0.1220  0.5453
0726 % PPO4h    -0.8108 -0.3519  0.4659
0727 % PPO6h    -0.7775 -0.5421  0.3167
0728 % PPO8h    -0.7324 -0.6700  0.1139
0729 % PPO10h   -0.6928 -0.6928 -0.1950
0730 % POO9h    -0.8730  0.4448 -0.1950
0731 % POO7h    -0.9106  0.4097  0.0430
0732 % POO5h    -0.9438  0.3080  0.1160
0733 % POO3h    -0.9665  0.1908  0.1657
0734 % POO1h    -0.9783  0.0647  0.1918
0735 % POO2h    -0.9783 -0.0647  0.1918
0736 % POO4h    -0.9665 -0.1908  0.1657
0737 % POO6h    -0.9438 -0.3080  0.1160
0738 % POO8h    -0.9106 -0.4097  0.0430
0739 % POO10h   -0.8730 -0.4448 -0.1950
0740 % OI1h     -0.9679  0.1533 -0.1950
0741 % OI2h     -0.9679 -0.1533 -0.1950
0742 % Fp1h      0.9877  0.1564  0.0001
0743 % Fp2h      0.9877 -0.1564  0.0001
0744 % AF9h      0.7928  0.5759 -0.1949
0745 % AF7h      0.8332  0.5463  0.0810
0746 % AF5h      0.8750  0.4284  0.2213
0747 % AF3h      0.9053  0.2735  0.3231
0748 % AF1h      0.9211  0.0939  0.3758
0749 % AF2h      0.9210 -0.0939  0.3758
0750 % AF4h      0.9053 -0.2735  0.3231
0751 % AF6h      0.8750 -0.4284  0.2212
0752 % AF8h      0.8332 -0.5463  0.0810
0753 % AF10h     0.7927 -0.5759 -0.1949
0754 % F9h       0.5761  0.7929 -0.1949
0755 % F7h       0.6117  0.7772  0.1420
0756 % F5h       0.6549  0.6412  0.3987
0757 % F3h       0.6872  0.4214  0.5906
0758 % F1h       0.7045  0.1468  0.6933
0759 % F2h       0.7045 -0.1468  0.6933
0760 % F4h       0.6872 -0.4214  0.5906
0761 % F6h       0.6549 -0.6412  0.3987
0762 % F8h       0.6117 -0.7772  0.1420
0763 % F10h      0.5761 -0.7929 -0.1949
0764 % FT9h      0.3027  0.9317 -0.1950
0765 % FT7h      0.3235  0.9280  0.1813
0766 % FC5h      0.3500  0.7817  0.5146
0767 % FC3h      0.3703  0.5207  0.7687
0768 % FC1h      0.3811  0.1824  0.9054
0769 % FC2h      0.3811 -0.1824  0.9054
0770 % FC4h      0.3703 -0.5207  0.7687
0771 % FC6h      0.3500 -0.7817  0.5146
0772 % FT8h      0.3235 -0.9280  0.1813
0773 % FT10h     0.3028 -0.9317 -0.1950
0774 % T9h       0.0000  0.9801 -0.1950
0775 % T7h       0.0000  0.9801  0.1949
0776 % C5h       0.0001  0.8311  0.5552
0777 % C3h       0.0002  0.5550  0.8306
0778 % C1h       0.0001  0.1950  0.9801
0779 % C2h       0.0002 -0.1950  0.9801
0780 % C4h       0.0002 -0.5550  0.8306
0781 % C6h       0.0001 -0.8311  0.5552
0782 % T8h       0.0000 -0.9801  0.1949
0783 % T10h      0.0000 -0.9801 -0.1950
0784 % TP9h     -0.3028  0.9319 -0.1949
0785 % TP7h     -0.3234  0.9278  0.1813
0786 % CP5h     -0.3498  0.7818  0.5148
0787 % CP3h     -0.3699  0.5206  0.7688
0788 % CP1h     -0.3808  0.1825  0.9059
0789 % CP2h     -0.3808 -0.1825  0.9059
0790 % CP4h     -0.3699 -0.5206  0.7688
0791 % CP6h     -0.3498 -0.7818  0.5148
0792 % TP8h     -0.3234 -0.9278  0.1813
0793 % TP10h    -0.3028 -0.9319 -0.1949
0794 % P9h      -0.5761  0.7929 -0.1950
0795 % P7h      -0.6116  0.7771  0.1420
0796 % P5h      -0.6546  0.6411  0.3985
0797 % P3h      -0.6869  0.4217  0.5912
0798 % P1h      -0.7041  0.1469  0.6934
0799 % P2h      -0.7041 -0.1469  0.6934
0800 % P4h      -0.6870 -0.4216  0.5912
0801 % P6h      -0.6546 -0.6411  0.3985
0802 % P8h      -0.6116 -0.7771  0.1420
0803 % P10h     -0.5761 -0.7929 -0.1950
0804 % PO9h     -0.7926  0.5759 -0.1950
0805 % PO7h     -0.8331  0.5459  0.0809
0806 % PO5h     -0.8752  0.4292  0.2219
0807 % PO3h     -0.9054  0.2737  0.3233
0808 % PO1h     -0.9210  0.0939  0.3757
0809 % PO2h     -0.9210 -0.0940  0.3757
0810 % PO4h     -0.9054 -0.2737  0.3233
0811 % PO6h     -0.8752 -0.4292  0.2219
0812 % PO8h     -0.8331 -0.5459  0.0809
0813 % PO10h    -0.7926 -0.5758 -0.1950
0814 % O1h      -0.9877  0.1564  0.0000
0815 % O2h      -0.9877 -0.1564  0.0000
0816 % I1h      -0.9118  0.1444 -0.3824
0817 % I2h      -0.9118 -0.1444 -0.3824
0818 % AFp9      0.8225  0.4190 -0.3825
0819 % AFp7      0.8910  0.4540  0.0000
0820 % AFp5      0.9282  0.3606  0.0817
0821 % AFp3      0.9565  0.2508  0.1438
0822 % AFp1      0.9743  0.1287  0.1828
0823 % AFpz      0.9799 -0.0000  0.1949
0824 % AFp2      0.9743 -0.1287  0.1828
0825 % AFp4      0.9565 -0.2508  0.1437
0826 % AFp6      0.9282 -0.3606  0.0817
0827 % AFp8      0.8910 -0.4540  0.0000
0828 % AFp10     0.8225 -0.4191 -0.3825
0829 % AFF9      0.6527  0.6527 -0.3825
0830 % AFF7      0.7071  0.7071  0.0000
0831 % AFF5      0.7564  0.6149  0.2206
0832 % AFF3      0.7962  0.4535  0.3990
0833 % AFF1      0.8221  0.2404  0.5148
0834 % AFFz      0.8312  0.0000  0.5554
0835 % AFF2      0.8221 -0.2404  0.5148
0836 % AFF4      0.7962 -0.4535  0.3990
0837 % AFF6      0.7564 -0.6149  0.2206
0838 % AFF8      0.7071 -0.7071  0.0000
0839 % AFF10     0.6527 -0.6527 -0.3825
0840 % FFT9      0.4192  0.8226 -0.3826
0841 % FFT7      0.4540  0.8910  0.0000
0842 % FFC5      0.4932  0.8072  0.3215
0843 % FFC3      0.5260  0.6110  0.5905
0844 % FFC1      0.5477  0.3286  0.7685
0845 % FFCz      0.5553  0.0000  0.8310
0846 % FFC2      0.5477 -0.3286  0.7685
0847 % FFC4      0.5260 -0.6110  0.5905
0848 % FFC6      0.4932 -0.8072  0.3216
0849 % FFT8      0.4540 -0.8910  0.0000
0850 % FFT10     0.4192 -0.8226 -0.3826
0851 % FTT9      0.1444  0.9119 -0.3826
0852 % FTT7      0.1565  0.9877  0.0000
0853 % FCC5      0.1713  0.9099  0.3754
0854 % FCC3      0.1838  0.6957  0.6933
0855 % FCC1      0.1922  0.3764  0.9059
0856 % FCCz      0.1951  0.0000  0.9804
0857 % FCC2      0.1922 -0.3764  0.9059
0858 % FCC4      0.1838 -0.6957  0.6933
0859 % FCC6      0.1713 -0.9099  0.3754
0860 % FTT8      0.1564 -0.9877  0.0000
0861 % FTT10     0.1444 -0.9119 -0.3826
0862 % TTP9     -0.1444  0.9117 -0.3826
0863 % TTP7     -0.1564  0.9877 -0.0001
0864 % CCP5     -0.1711  0.9100  0.3754
0865 % CCP3     -0.1836  0.6959  0.6936
0866 % CCP1     -0.1918  0.3763  0.9056
0867 % CCPz     -0.1948  0.0000  0.9800
0868 % CCP2     -0.1919 -0.3763  0.9056
0869 % CCP4     -0.1836 -0.6959  0.6936
0870 % CCP6     -0.1711 -0.9100  0.3754
0871 % TTP8     -0.1564 -0.9877 -0.0001
0872 % TTP10    -0.1444 -0.9117 -0.3826
0873 % TPP9     -0.4191  0.8225 -0.3826
0874 % TPP7     -0.4540  0.8910 -0.0001
0875 % CPP5     -0.4931  0.8073  0.3216
0876 % CPP3     -0.5259  0.6109  0.5904
0877 % CPP1     -0.5476  0.3285  0.7685
0878 % CPPz     -0.5551  0.0000  0.8311
0879 % CPP2     -0.5475 -0.3286  0.7685
0880 % CPP4     -0.5258 -0.6109  0.5904
0881 % CPP6     -0.4931 -0.8073  0.3216
0882 % TPP8     -0.4540 -0.8910 -0.0001
0883 % TPP10    -0.4191 -0.8225 -0.3826
0884 % PPO9     -0.6529  0.6529 -0.3825
0885 % PPO7     -0.7071  0.7071  0.0000
0886 % PPO5     -0.7561  0.6147  0.2205
0887 % PPO3     -0.7960  0.4537  0.3995
0888 % PPO1     -0.8218  0.2405  0.5152
0889 % PPOz     -0.8306  0.0000  0.5551
0890 % PPO2     -0.8218 -0.2405  0.5152
0891 % PPO4     -0.7960 -0.4537  0.3995
0892 % PPO6     -0.7562 -0.6147  0.2205
0893 % PPO8     -0.7071 -0.7071  0.0000
0894 % PPO10    -0.6529 -0.6529 -0.3825
0895 % POO9     -0.8228  0.4191 -0.3824
0896 % POO7     -0.8910  0.4540  0.0000
0897 % POO5     -0.9283  0.3608  0.0818
0898 % POO3     -0.9567  0.2511  0.1442
0899 % POO1     -0.9739  0.1285  0.1822
0900 % POOz     -0.9797 -0.0000  0.1949
0901 % POO2     -0.9739 -0.1286  0.1822
0902 % POO4     -0.9567 -0.2511  0.1442
0903 % POO6     -0.9283 -0.3608  0.0818
0904 % POO8     -0.8910 -0.4540  0.0000
0905 % POO10    -0.8228 -0.4191 -0.3824
0906 % OI1      -0.9322  0.3029 -0.1949
0907 % OIz      -0.9799  0.0000 -0.1949
0908 % OI2      -0.9322 -0.3029 -0.1949
0909 % T3        0.0000  1.0000  0.0000
0910 % T5       -0.5878  0.8090 -0.0001
0911 % T4        0.0000 -1.0000  0.0000
0912 % T6       -0.5878 -0.8090 -0.0001