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1e7fe4d7ef601fcee510cfeb924568b243be638c628c45fb089553f1a788f1db
MATLAB
339
22
function y=str2varname(x) % Usage ... y=str2varname(x) x=deblank(x); cnt=1; for mm=1:length(x), if strcmp(x(mm),'-'), y(cnt)='_'; cnt=cnt+1; elseif strcmp(x(mm),' '), % skip else, y(cnt)=x(mm); cnt=cnt+1; end; end; if (nargout==0), disp(sprintf(' in-Str: %s',x)); disp(sprintf(' out-S...
5b13a3670a1900028f519d7b8891781161244874ef6563a46bf8f2781741b4c9
MATLAB
339
10
% streams = getStreams(folder) % Parses a project folder recorded with TDT DAQ / Synapse and returns the % name of the available streams. % 2019-02-01. Leonardo Molina. % 2025-11-24. Last modified. function streams = getStreams(folder) data = TDTbin2mat(folder, 'T1', 0, 'T2', 1); streams = fieldnames(d...
8003c6b91295cf98f13b32f0747d03213ac72cf1d4cad8c6e71f199ba68b6cec
MATLAB
339
8
outputPath = ".\PNG\"; mkdir(outputPath); nameStr = ["cc_AC_sulcus_square", "cc_PFC_sulcus_square", "xx_AC_sulcus_square", "xx_PFC_sulcus_square"]; for i = 1 : length(nameStr) IM = imread(strcat(nameStr(i), ".jpg")); BW = imbinarize(rgb2gray(IM), 0.8); imwrite(IM, strcat(outputPath, nameStr(i), ".png"), "png", "Alpha",...
a661af4a41302ed42a6198255afd0859a56e6c10e2d82dff54c9c9e27172e694
MATLAB
339
9
function base = findConcatBaseline(data,per) % 'data' must be a vector of concatenated trial data for one ROI, % shifted so min value = 0 % per is percent of lowest of all values to take as baseline sorted = sort(data,'ascend'); lowestper = sorted(1:(ceil(per*length(sorted)))); base = me...
da48fc0144eeed705014dee34288c1d84b855f762a246c3af01d7b1524d448a5
MATLAB
339
10
function z = uplus( x ) % Disciplined convex/geometric programming information for UPLUS (+): % Unary plus may be used in DCPs and DGPs without restrictions. z = x; % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'cvx_where' will show where thi...
b58afc8b71da0e5511688a686702d9f88b15b904d1a535419a3a37dc59ca19a8
MATLAB
340
11
function y = lt( x, y ) if isa(x,'cvxin')||~isa(y,'cvxin')||y.active, error( 'CVX error: improper use of the <in> pseudo-operator.' ); end y.active = true; y.value = x; % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'cvx_where' will show where th...
da670213392e3cb845940d2cdec59f310017105b6cfd2d7bec674a02b97490a7
MATLAB
340
9
function lastid = lasterrid %LASTERRID Message ID associated with last error. % LASTID = LASTERRID returns a string containing the identifier string % corresponding to the last error message issued by MATLAB (see HELP % ERROR for more information on message identifiers). % % See also LASTERR. [lastmsg,...
081c4ffd8511f5eb883655ad8342ad0525b713da68e06e2973417e4fb66c7421
MATLAB
341
10
function quickCalciumExperiment(headpath,fileexpnum) %use this one when the data has been analyzed before and saved. %going to have to build something in to use set 1 or set2 cd('extracted2') savefilename=strcat(fileexpnum,'_analysis2'); load(savefilename); cd(headpath); plotfluordirections(avgdiff,redtemps,ROIs,Xpix...
21deb0b34ed5ec45901ae4eb9e041c534aeaade85e68dd84013060550e10555d
MATLAB
341
18
function plotfluordirections(avgfluor) %plot the data averaged for each ROI %show the ROI? fn=fieldnames(avgfluor); [numROIs,triallength]=size(avgfluor.(fn(1))); fig=figure; hold on; for k=1:numROIs for p=1:numel(fn) plot(avgfluor.(fn{p})(k,:)); end kwait=waitforbuttonpress; clf(fi...
63cba9a6e003c67983fb07e125fa0fc210bdfd71de1e6a143bb1014fba82f4a0
MATLAB
341
13
function h = plot_regression(x,y) h(1) = plot(x,y,'ko'); set(h,'MarkerFaceColor',[0.5 0.5 0.5],'MarkerEdgeColor','w'); hold all; b = regress(y,cat(2,ones(size(x)),x)); xp = linspace(min(x),max(x)); yp = b(1)+b(2).*xp; h(2) = plot(xp,yp,'k-'); [r p] = corr(x,y); fprintf('r(%d)=%.2f, p=%.3f\n',numel(x)-2,r,p); ...
8be3b4d1b6d822fc201c581d147be0406b206aabdcad8739e28130667bae230a
MATLAB
341
15
function S = NEXIS(p,b,delta,smalldel,Dsoma) % p(1) = fsoma % p(2) = fneurite': fneurite = (1-p(1))*p(2) % p(3) = Din % p(4) = Rsoma % p(5) = De % p(6) = tex Dis = Dsoma; t = delta - smalldel./3; Ssphere = @(p,x) exp( -my_murdaycotts(delta,smalldel,p(4),Dis,x) ); S = p(1).*Ssphere(p,b) + (1-p(1)).*NEXI(b,t,p(6),p(3),...
d6e84d2c87cba2ddd37547834cec5a05e09daca34f054e2c72cf62785024e4f1
MATLAB
341
8
function map = xray(m) %XRAY Inverted gray-scale color map. % XRAY(M) returns an M-by-3 matrix containing an inverted gray-scale % colormap (from white to black, rather than black-to-white). % XRAY, by itself, is the same length as the current colormap. if (nargin < 1), m = size(colormap,1); end; m...
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MATLAB
342
14
function b = loadobj(a) % loadobj for file_array class % _______________________________________________________________________ % Copyright (C) 2008 Wellcome Trust Centre for Neuroimaging % % $Id: loadobj.m 1544 2008-05-06 10:34:36Z guillaume $ if isa(a,'file_array') b = a; else a = permission(a, 'rw'); ...
d80bd932d0b743f4b2c58f9483c171b6ac407324325f595497daf750c8a4f709
MATLAB
342
13
function clearXattr(folder, pattern, type) % Clear extended attribute (most importantly 'com.apple.quarantine') of % excutable or app to bypass Gatekeeper on macOS. if nargin < 2 pattern = '*mac[ia]64'; end if nargin < 3 type = 'f'; end system(['find "', folder, '" -type ', type, ' -name "', pattern, '" -exe...
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MATLAB
342
13
function c = ea_colormap(map) % % Small function to return colormap as a matrix without affecting your scene % __________________________________________________________________________________ % Copyright (C) 2017 University of Pittsburgh, Brain Modulation Lab % Ari Kappel figH = figure('visible','off'); c = colorma...
bdff06d9ed9cb5c58073bace9b69084babd48309ec950fa40006e65e73945be7
MATLAB
343
15
function plotPETHs(tl, peths, tPts) n = length(peths); for i = 1:n hax = nexttile(tl); set(gca, 'YColor', [1,1,1]) hold on; plotPETH(hax, peths(i), tPts); xticklabels([]); title(sprintf('%s %s: \n%i %s', peths(i).mouse, peths(i).session, peths(i).idxFOV, peths(i).area), 'FontWeight', 'normal'...
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MATLAB
344
16
%% %% Use this instead of gbvs() if you want slightly less predictive maps %% computed in a fraction of the time. %% %% function out = gbvs_fast( img ) params = makeGBVSParams; params.channels = 'DO'; params.gaborangles = [ 0 90 ]; params.levels = 3; params.verbose = 0; params.tol = 0.003; params.salmapmaxsize = 24; ...
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MATLAB
344
14
% Local Regression and Likelihood, Figure 2.3. % % Using different smoothing parameters. load ethanol; alp = [0.2 0.4 0.6 0.8]; f=['a','b','c','d']; for (i=1:4) figure('Name', sprintf( 'figure2_3%c: Changing smoothing parameters', f(i) ) ); fit = locfit(E,NOx,'alpha',alp(i)); lfplot(fit); title(strcat('a = ',...
973dd4586d7dbbdc48db47eda6a636e4b32e3827f6a1d660a572454b56603f87
MATLAB
344
14
function [n,gains] = plx_chan_gains(filename) import CMBHOME.PLX2Mat.* % plx_chan_gains(filename): Read channel gains from .plx file % % [gains] = plx_chan_gains(filename) % % INPUT: % filename - if empty string, will use File Open dialog % OUTPUT: % gains - array of total gains % n - number of channels [n,gains...
fbffbe1635ab4b500a91edf587eabec1465cedbfd396336fa33cbef3a5d4f608
MATLAB
344
11
function str_formatted = my_num2str(num) % Return formatted string from number, if it is in range 1/thr < num < thr thr = 100; if num >= thr str_formatted = strcat('>', num2str(thr)); elseif num <= 1/thr str_formatted = strcat('<', num2str(1/thr)); else str_formatted = num2str(nu...
1c23279b48289c74b1056c45092882188ba7da743b5229fc167dc22dc697c895
MATLAB
345
20
function [sphericalMean, sigma] = SphericalMeanFromSH(dirs, y, order) y(y<eps) = eps; [coef, X] = llsFitSH(dirs, y,order); sphericalMean = coef(1, :) ./ sqrt(pi*4); residuals = X*coef - y; w = ones(size(residuals)); [n, ~] = size(y); m = size(coef, 1); sigma = sqrt(n./(n-m)).*1.4826.*mad(residuals.*w, 1, 1...
30bb244f193ce05efa8b1d13c3b29a2dc65ff67bd825eb74f06e44be793ef8d8
MATLAB
345
20
function [newDB] = bz_updateSessionInfoFromSQL() % USAGE % [newDB] = bz_updateSessionInfoFromSQL() % % INPUTS % % % % % % INPUTS % % % % DESCRIPTION % This function takes a directory path as input (from /Datasets/ folder) % and searches through the SQL database for metadata to add to the % sessionInfo .mat file/struct...
8594fc38b77849955ff6a5ca2592094c6341f146c46deabd75a4a6fe9a90ab14
MATLAB
346
12
function ind = SubplotSub2Ind(size, pos) % 2D subplot position to 1d index (for subplot) % % pos is the row, col (top left corner is 1,1) % size is the [rows, cols] of subplot %ind = CMBHOME.Utils.SubplotSub2Ind(size(mat),[row col]) M = size(2); if any(size-pos < 0), error('POS cannot be larger than SIZE'); end ind ...
c2bc5d884927e7eafa2c4fc707f2a2546390013d43b086ff6e54fe6399aa9a48
MATLAB
346
16
function t = fieldnames(obj) % Fieldnames of a file-array object % _______________________________________________________________________ % Copyright (C) 2008 Wellcome Trust Centre for Neuroimaging % % $Id: fieldnames.m 1143 2008-02-07 19:33:33Z spm $ t = {... 'fname' 'dim' 'dtype' 'offset' 'scl_...
f8002af68a41bc2741661c72052b0f0875eda1e82e0f4298c5b67d3b3b9b84c2
MATLAB
346
17
function ea_csremovedrawings(handles) lineobj=getappdata(handles.checkstructures,'lineobj'); delete(lineobj); arrhandles=getappdata(handles.checkstructures,'arrhandles'); for arr=1:length(arrhandles) delete(arrhandles{arr}); end tp_plots=getappdata(handles.checkstructures,'tp_plots'); for plt=1:length(tp_plots) de...
f21bcb2f5efa554852fd2f88d3884829b6fe68bfcf3bedcff65a9a30004e11a2
MATLAB
347
10
function top %TOP Simplifies 3-D axes. % TOP deletes all lights in the current axes, turns off interpolated % shading, and sets the view to overhead so that the surface looks like % an image. delete(findobj(gca, 'Type', 'light')); shading flat; lighting phong; % otherwise you see seams in ...
1e38b3bdd939d1fa3ccab08b8986a4d3a03888849ea5d5e9f532418bb6c649b9
MATLAB
348
12
function plotOnsetMapCCF(dorsalMaps, allROIs) % Wrapper to plotMetricMapCCF plotMetricMapCCF(dorsalMaps, allROIs, 'onset', 0.15, 'R4') % Set sizes formatCCFMap('time of half max (ms)', 1.2) % Fix colorbar ticks cb = get(gca, 'Colorbar'); cb.Ticks = [cb.Ticks(1) 0 cb.Ticks(end)]; cb.TickLabels = {cb.TickLabels{1}, 'cu...
778e61f34cf3aa1079f1bb92a3b8fd8552b77089097fd7f300dc2a4d1a45932e
MATLAB
349
17
%% aviobj = avifile('test.avi') %% aviobj = close(aviobj); %% m = aviread('test.avi'); s = cat(4,m.cdata); d = 0.1; for k = 1:size(s,4), [a c] = rgb2ind(s(:,:,:,k),256); if k == 1, imwrite(a,c,'test.gif','gif','DelayTime',d); else imwrite(a,c,'test.gif','gif','writemode','append','...
b2d6453d095843e2812b96340e3ede00275f21c73918098d1743cc3e185cf749
MATLAB
349
15
% Local Regression and Likelihood, Figure 2.7. % % Example gcvplot. First argument to gcvplot is a % vector (or matrix) of smoothing parameters. % Remaining arguments are passed directly to locfit(). % % Author: Catherine Loader. % % NEED: cpplot. load ethanol; alp = (0.2:0.05:0.8)'; figure('Name','fig2_7: Example gc...
389a8d7ebf418b328478e64f40be91f88a2b1b49b72e6df244fbc07b2d74570d
MATLAB
350
11
function y = cvxobj() global cvx___ if isempty( cvx___ ), error( 'Internal cvx data corruption' ); end cvx___.id = cvx___.id + 1; y = class( struct( 'id_', cvx___.id ), 'cvxobj' ); % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'cvx_where' will sho...
628cecb6ec3a2f823ccba6400827e024723521b0744be4b266b7badadfefca48
MATLAB
350
9
function base = findConcatBaseline2(data,per) % 'data' is a matrix of concatenated trial data with one row per ROI, % shifted so min value = 0 % per is percent of lowest of all values to take as baseline sorted = sort(data,2,'ascend'); lowestper = sorted(:,1:(ceil(per*length(sorted)))); ...
6a3c4b3fed6a17e2d788bb2499c687b84bcb2ee5c7c83c4570158c3f43104674
MATLAB
351
19
% cleanmex cd util mex -maci64 myContrast.cc ; cd ../ cd algsrc mex -maci64 mexArrangeLinear.cc ; mex -maci64 mexAssignWeights.cc ; mex -maci64 mexColumnNormalize.cc ; mex -maci64 mexSumOverScales.cc ; mex -maci64 mexVectorToMap.cc ; cd ../ cd saltoolbox/ mex -maci64 mySubsample.cc ; mex -maci64 me...
1e4c6896e1d7d7707fa6569879a405fcbf54ba86bcc733386f1b6022ef369164
MATLAB
352
9
function [J, DATA, nirsOut] = computeJacobian(nirsIn, modulationMHz) %COMPUTEJACOBIAN Wrapper around NIRFASTer jacobian_FD. % modulationMHz : scalar modulation frequency in MHz (0 for CW) if nargin < 2, modulationMHz = 0; end [J, DATA] = jacobian_FD(nirsIn, modulationMHz); nirsOut = nirsIn; % return in case ca...
7351a1433a2776ddee0d55a47c43bb4dade61286e41dd468338a0f6d7fa607c2
MATLAB
352
5
signatures_to_plot = {'GSR' 'Heart'}; % NPS, VPS, SIIPS, etc., etc. myscaling = 'raw'; % 'raw' or 'scaled' mymetric = 'dotproduct'; % 'dotproduct' or 'cosine_sim' plugin_s...
00bdd9497bccf06f30147d660902cee07b9b425faf9b36c774e4fca8b99e5b95
MATLAB
354
17
function R = myPLS_cov(X,Y,num_groups,subj_grouping) % Compute PLS cross-covariance matrix (stacked) for iter_group = 1:num_groups Ysel = Y(find(subj_grouping==iter_group),:); Xsel = X(find(subj_grouping==iter_group),:); R0 = Ysel.'*Xsel; if ~exist('R') R = R0; else ...
9e61d0e8cedbb08bbee83f919b77bb5a46b8f9042eb2b51b44f10845903cefe9
MATLAB
354
18
x2dl = @(x,y,sigma,n) 1/sigma^2 * x.^2 - log(besseli(n/2-1,y.*x/sigma^2)) + (n/2-1)*log(y./x); %% x2dl = @(x,y,sigma,n) 1/sigma^2 * x.^2*(1+0*y') - log(besseli(n/2-1,x*y'/sigma^2)) + (n/2-1)*log((1./x)*y'); x = 0.01:0.0051:1; sigma = 0.05; [~,idx] = min(x2dl(x',x'*2,sigma,12)); y = x(idx); [~,idx2] = sort(y)...
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MATLAB
354
11
% Local Regression and Likelihood, Figure 5.1. % Author: Catherine Loader % % Density Estimation, for the Old Faithful Geyser Data. load geyser; fit = locfit(geyser,'alpha',[0.1 0.8],'ll',1,'ur',6); figure('Name','fig5_1: Density estimation for the Old Faithful Geyser Data.' ); lfplot(fit); xlabel('Old Faithful Erupti...
acc4383996fb81897adbc03fad1b9a07235766c8c4adceef875f10198cf3613a
MATLAB
354
18
function [z, z_onetailed] = G_p2z( p) % Convert p to z % % Input % p, two-tailed p if ~isnumeric( p) error( 'Input must be a matrix.'); end if any( p(:) < 0) || any( p(:) > 1) error( 'P value must be a value between 0 and 1.'); end z = icdf( 'normal', [p/2, 1-p/2], 0, 1); z_onetailed = icdf( 'normal', [p,...
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MATLAB
354
9
function plugin = plugin_convert(pluginOri) for iRow = 1:length(pluginOri) plugin(iRow).currentversion = pluginOri(iRow).version; plugin(iRow).foldername = pluginOri(iRow).foldername; plugin(iRow).status = pluginOri(iRow).status; plugin(iRow).name = pluginOri(iRow).plugin; plu...
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MATLAB
355
15
function nSpikes = numberSpikes(theseSpikeTimes) % JF, Count the number of spikes for the current unit % ------ % Inputs % ------ % theseSpikeTimes: nSpikesforThisUnit × 1 double vector of time in seconds % of each of the unit's spikes. % ------ % Outputs % ------ % nSpikes: number of spikes for current unit % nSpik...
063a3d79264cb3c36da10e876fb0282df72d4b92e8ed9b2885cb3e9cfde2a57f
MATLAB
356
5
function fnames=ea_getantsnormfuns % this is a protocol of available ANTs normalization function names. These % will be used for non-SPM normalizations. fnames={'ea_normalize_ants','ea_normalize_ants_subcorticalfocus','ea_normalize_ants_macaque','ea_normalize_maget','ea_normalize_ants_multimodal','ea_normalize_maget_s...
86bc8cf8df5667930298f55a5965f8ea47d1799aa7f762d10c4bfa3a243912ef
MATLAB
358
5
signatures_to_plot = {'VPS' 'VPS_nooccip' 'Empathic_Dist' 'Empathic_Care'}; % NPS, VPS, SIIPS, etc., etc. myscaling = 'raw'; % 'raw' or 'scaled' mymetric = 'cosine_sim'; % 'dotproduct' or 'cosine_sim' pl...
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MATLAB
358
5
signatures_to_plot = {'FM_Multisens' 'FM_pain' 'NPS'}; % NPS, VPS, SIIPS, etc., etc. myscaling = 'raw'; % 'raw' or 'scaled' mymetric = 'dotproduct'; % 'dotproduct' or 'cosine_sim' pl...
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MATLAB
358
5
signatures_to_plot = {'PINES' 'Rejection'}; % NPS, VPS, SIIPS, etc., etc. myscaling = 'raw'; % 'raw' or 'scaled' mymetric = 'dotproduct'; % 'dotproduct' or 'cosine_sim' pl...
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MATLAB
358
11
function display( x ) long = ~isequal(get(0,'FormatSpacing'),'compact'); if long, disp( ' ' ); end disp([inputname(1) ' =']); if long, disp( ' ' ); end disp(x,' ') if long, disp( ' ' ); end % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'cvx_where' ...
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MATLAB
359
14
function [n,gains] = plx_adchan_gains(filename) import CMBHOME.PLX2Mat.* % plx_adchan_gains(filename): Read analog channel gains from .plx file % % [n,gains] = plx_adchan_gains(filename) % % INPUT: % filename - if empty string, will use File Open dialog % OUTPUT: % gains - array of total gains % n - number of chan...
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MATLAB
359
9
function [AIS] = calculate_AIS(atoms) % Calculate Active Information Storage based on atoms decomposition % AIS(X1) = I(X1_t; X1_t+1) = Red→Red + Red→Un1 + Un1→Red + Un1→Un1 AIS = atoms.rtr + ... % Red→Red atoms.rtx + ... % Red→Un1 atoms.xtr + ... % Un1→Red atoms.x...
d334ca9ca886454578a5db49310e6664d9c40af99c0bfd64dba5433a4732ce69
MATLAB
359
14
function save_mrstruct_as_nifti(mr,fname) nii = make_nii(mr.dataAy,mr.vox); Q = diag([-1 -1 1 1]); M = Q*mr.edges; nii.hdr.hist.srow_x = M(1,:); nii.hdr.hist.srow_y = M(2,:); nii.hdr.hist.srow_z = M(3,:); nii.hdr.hist.sform_code = 1; nii.untouch = 1; nii.hdr.hist.magic = 'n+...
ee9d0fc7c2f3c077a00018d63f86c29a3c352196097816ea1ebdad27ec128427
MATLAB
359
19
function g=lcv(varargin) % % likelihood cross-validation. % % returned vector consists of log-likelihood, trace(H), trace(H'H) % and cross-validated deviance (-2 * cross-validated log-likelihood). % % Author: Catherine Loader. fit = locfit(varargin{:},'ev','cros'); rs = rsum(fit); df0 = rs(1); df1 = rs(2); llk = rs(3...
f58d64853db00510334e7313801c7248dcf92c930d6dda5c0fe0468e135c676e
MATLAB
359
13
function [res] = plx_test_file_variations() % trying functions with files with some header and strobed parameters res.allTestsPassed = 0; res=VerifyError('[a,b,c,d] = plx_info(''ts_freq_zero.plx\'',1);', res); [a,b,c,d] = plx_info('strobed_negative.plx',1); [a,b,c,d] = plx_info('waveform_freq_zero.plx',1); ...
a2ec5fbb895a49b71e334f4451404c30e88dd66fb4d875807316c6617e7e7d96
MATLAB
360
12
function ea_saveatlas(atlasFolder,atlasName,atlases) if isfield(atlases, 'roi') % disp(atlases.roi) for roi=1:size(atlases.roi,1) for side=1:size(atlases.roi,2) atlases.roi{roi,side}=ea_roi2struct(atlases.roi{roi,side}); end end end save([atlasFolder,filesep,atlasName,filesep...
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MATLAB
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11
% Local Regression and Likelihood, Figure 4.2. % Author: Catherine Loader % % Local Likelihood (Logistic Regression), for the % Henderson-Shepherd Mortality Data. load morths; fit = locfit(age,deaths,'weights',n,'family','binomial','alpha',0.5); figure('Name','fig4_2: Logistic Regression for the Henderson-Shepherd Mor...
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MATLAB
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function [dOD_hp, dOD_bp] = filter_signals(dOD, Fs, hp_hz, bp_hz) %NIRSPROC.FILTER_SIGNALS Produce high-pass and band-pass filtered versions. % [dOD_hp, dOD_bp] = FILTER_SIGNALS(dOD, Fs, hp_hz, bp_hz) [b,a] = butter(3, hp_hz/(Fs/2), 'high'); dOD_hp = filtfilt(b, a, dOD); [b,a] = butter(3, bp_hz/(Fs/2)); ...
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MATLAB
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function [rotation, yunitv] = ea_calc_rotation(y, head) % Calc the rotation of y marker in the x-y plane yvec = y - head; yvec(3) = 0; yunitv = yvec ./ norm(yvec); rotation = rad2deg(atan2(norm(cross([0 1 0],yunitv)),dot([0 1 0],yunitv))); % Rotation to right side is negative; Rotation to left side is positive if y(1...
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MATLAB
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function dist_ch = sd_distances(raw, link) %NIRSPROC.SD_DISTANCES Compute source–detector distances (mm) per channel. % dist_ch = SD_DISTANCES(raw, link) nCh = size(link,1); dist_ch = zeros(nCh,1); for j=1:nCh dist_ch(j) = norm(raw.nirs.probe.sourcePos3D(link(j,1),:) - ... raw.nirs.probe...
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MATLAB
364
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function data_out = Trinh_baselinecorrection(data_in,baseline) cfg = []; cfg.demean = 'yes'; cfg.baselinewindow = baseline; % [begin end] (default = 'no') cfg.channel = 'all'; % cell-array, see FT_CHANNELSELECTION cfg.parameter = 'trial'; %field for whic [data_out] ...
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MATLAB
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function y = vertcat( varargin ) % Disciplined convex/geometric programming information for VERTCAT: % VERTCAT imposes no convexity restrictions on its arguments. y = cat( 1, varargin{:} ); % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'cvx_w...
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MATLAB
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% Local Regression and Likelihood, Figure 5.1. % Author: Catherine Loader % % Density Estimation, for the Old Faithful Geyser Data. load geyser; fit = locfit(geyser,'alpha',[0.1 0.8],'ll',1,'ur',6); figure('Name','fig5_1: Density estimation for the Old Faithful Geyser Data.' ); lfplot(fit); xlabel('Old Faithf...
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MATLAB
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% spher() - return the sphering matrix for given input data % % Usage: % % >> sphere_matrix = spher(data); % % Reference: T. Bell (1996) - - - % % S. Makeig CNL / Salk Institute, La Jolla CA 7-17-97 function sphere = spher(data) if nargin<1 | size(data,1)<1 help spher return end sphere = 2.0*inv(sqrtm(...
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MATLAB
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function ix = partitionindex( N , M ) binsize = floor( N / M ); leftover = N - binsize * M; pad = zeros( 1 , M ); pad(1) = floor(leftover / 2); pad(M) = ceil(leftover / 2); ix = zeros( 2 , N ); curindex = 0; for i = 1 : M for j = 1 : binsize + pad(i) curindex = curindex + 1; ix( : ,...
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MATLAB
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function out = numeric(fa) % Convert to numeric form % FORMAT numeric(fa) % fa - a file_array % _______________________________________________________________________ % Copyright (C) 2008 Wellcome Trust Centre for Neuroimaging % % $Id: numeric.m 1143 2008-02-07 19:33:33Z spm $ [vo{1:ndims(fa)}] = deal(':'); out = s...
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MATLAB
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function y2=ybin(x,bsize) % Usage ynew=ybin(x,binsize) if bsize==1; y2=x; if nargout==0, show(y2), clear y2, end; return; end ydim=length(x); iend1=floor(length(x)/bsize)*(bsize); y=x(1:bsize:iend1); %[bsize iend1 iend2], for mm=2:bsize, y=y+x(mm:bsize:iend1); end; y2=y/bsize; if nargout=...
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MATLAB
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function mimg = pick_reg_init(data) dd = data; for i = 1:size(data,3) d0 = dd(:,:,i); fd0 = fft2(d0); dd(:,:,i) = real(ifft2(fd0./abs(fd0))); end dd = reshape(dd, [], size(dd,3)); CC = corrcoef(dd); [CCsort, isort] = sort(CC, 2, 'descend'); bestCC = mean(CCsort(:, 1:20), 2); [~, imax] = max(bestCC); mi...
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MATLAB
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function z = full( x ) % Disciplined convex/geometric programming information for FULL (+): % This is effectively a "no-op", and can be used in DCPs and DGPs % without restrictions. z = x; % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The command 'c...
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MATLAB
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function display(this); disp(inputname(1)); if length(this) == 1 struct(this.EEG) else TMP = struct(this); TMP2 = TMP(1).EEG; fieldorder = fieldnames(TMP2); for index = 2:length(TMP) TMP2(index) = orderfields(TMP(index).EEG, fieldorder...
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MATLAB
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function AddChronuxPackage % Add the chronux pacage if ~isempty(findstr('chronux', path)), return; end % check that it isnt already there a = what('CMBHOME'); if length(a) > 1 addpath(path, genpath(fullfile(a(2).path(1:end-8), 'chronux'))); % adds chronux package else addpath(path, genpath(fullfile(a.path(1:...
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MATLAB
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function [ crange ] = SpecColorRange( spec,range ) %[ crange ] = SpecColorRange( spec,range ) calculates a good color range for a %spectrogram and sets the plot to the good range. % % %DLevenstein 2017 %% if ~exist('range','var') range = [2.5 2.5]; end [~,mu,sig] = zscore(spec); crange = [min(mu)-range(1)*max(sig)...
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MATLAB
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function f=ea_fibers2connectome(fibs) % small helper that will convert an nx4 matrix to lead-dbs connectome % format 1.0 f.ea_fibformat='1.0'; f.fourindex=1; f.fibers=fibs; fidx=unique(fibs(:,4)); [h,ix]=ismember(fibs(:,4),fidx); f.fibers(:,4)=ix; % make sure fourth column is 1:N format cnt=1; for fib=1:length(fidx) ...
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MATLAB
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10
function Handles = GCO_ListHandles() % GCO_ListHandles Retrieve handles to all current GCO instances % Useful for cleaning up GCO instances that are using memory, % particularly when a script was interrupted. % Example: % GCO_Delete(GCO_ListHandles); % delete all GCO instances GCO_LoadLib()...
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MATLAB
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14
function handles = dan_mark_epoch(handles) % Label an epoch as bad %% % Authors: Dan Denis % Date: 2021-07-14 %% epochIdx = str2double(get(handles.current_epoch_number, 'String')); if handles.psg.ar.badepochs(epochIdx) == 0 handles.psg.ar.badepochs(epochIdx) = 1; elseif handles.psg.ar.badepochs(epochIdx) == ...
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MATLAB
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function [classPredictions,scoreP]=getBinaryClassifiers(blockTagsAC,blockDatasetAC,mode,folderpath,featureNum) classes = ['OC';'OH';'OW';'CH';'CW';'HW']; for cla = 1:6 class1 = classes(cla,1); class2 = classes(cla,2); [sFeatures,fWeights,perfMat] = binaryClass(class1,class2,blockTagsAC,blockDat...
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MATLAB
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14
function [n,names] = plx_event_names(filename) import CMBHOME.PLX2Mat.* % plx_event_names(filename): Read name for each event type from a .plx file % % [n,names] = plx_event_names(filename) % % INPUT: % filename - if empty string, will use File Open dialog % OUTPUT: % names - array of event name strings % n - nu...
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MATLAB
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12
function display( x ) nm = inputname(1); long = ~isequal(get(0,'FormatSpacing'),'compact'); if long, disp( ' ' ); end disp([nm ' =']); if long, disp( ' ' ); end disp(x,' ',nm); if long, disp( ' ' ); end % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The comman...
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MATLAB
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function matout = Cell2MatPlus(cellin) % returns a matrix from cell cellin, where differently sized vectors are % padded with NaNs % andrew april 28 2010 if ~iscell(cellin) matout = cellin; return end max_el = max(cellfun(@numel, cellin)); cellout = cellfun(@(c) [c(:)', nan(1, max_el-numel(c))], cellin, 'Un...
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MATLAB
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11
% Local Regression and Likelihood, Figure 4.2. % Author: Catherine Loader % % Local Likelihood (Logistic Regression), for the % Henderson-Shepherd Mortality Data. load morths; fit = locfit(age,deaths,'weights',n,'family','binomial','alpha',0.5); figure('Name','fig4_2: Logistic Regression for the Henderson-Shep...
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MATLAB
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11
function y = cvx_readlevel( x ) global cvx___ s = size( x.basis_ ); [ r, c ] = find( x.basis_ ); y = max( sparse( r, c, cvx___.readonly( r ), s(1), s(2) ), [], 1 ); y = cvx_reshape( y, x.size_ ); % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The comman...
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MATLAB
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function [n,names] = plx_chan_names(filename) import CMBHOME.PLX2Mat.* % plx_chan_names(filename): Read name for each spike channel from a .plx file % % [n,names] = plx_chan_names(filename) % % INPUT: % filename - if empty string, will use File Open dialog % OUTPUT: % names - array of channel name strings % n - ...
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MATLAB
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17
function a=myangle2(dx,dy) % Usage ... a=myangle(dx,dy) if (nargin==1), a=atan((dx(2,2)-dx(1,2))/(dx(2,1)-dx(1,1))); elseif (nargin==0), gcf; disp('click on two positions...') dx=round(ginput(2)); a=atan((dx(2,2)-dx(1,2))/(dx(2,1)-dx(1,1))); disp(sprintf('angle= %.2f (%.2f)',a*180/pi,a*180/pi+90)...
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MATLAB
374
12
function stimvec = build_stimvec(raw, Fs, T) %NIRSPROC.BUILD_STIMVEC Build a T×1 impulse vector from stim onsets. % stimvec = BUILD_STIMVEC(raw, Fs, T) stimvec = zeros(T,1); for k=1:numel(raw.nirs.stim) if isempty(raw.nirs.stim(k).data), continue; end idx = round(raw.nirs.stim(k).data(:,1)*Fs); idx = i...
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MATLAB
375
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function plotTargets(hA, targetsXYZ, markerSize) % Plot the spout targets in 3D space if nargin < 3 markerSize = 30; end cmap = cmapTargs(); for targ = 1:size(targetsXYZ,1) color = cmap(targ, :); line(hA, targetsXYZ(targ,1), targetsXYZ(targ,2), targetsXYZ(targ,3), 'Marker', '.', ... 'MarkerSize',...
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MATLAB
375
11
function danalyzer_startup(danalyzer_path) % Adds danalyzer to the MATLAB path addpath(fullfile(danalyzer_path, 'gui')) addpath(fullfile(danalyzer_path, 'gui', 'gui')) addpath(fullfile(danalyzer_path, 'gui', 'montages')) addpath(fullfile(danalyzer_path, 'gui', 'small_fun')) addpath(fullfile(danalyzer_path, 'tools')) a...
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MATLAB
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21
load ../graphs/minnesota.mat n = size(A,1); k1 = 75; k2 = 50; %vs = ceil(size(A,1)*rand(1,k)); start1 = 1; start2 = 800; vs1 = start1:start1+k1; vs2 = start2:start2+k2; vs = [vs1 vs2]; C = approx_multiway_cut(A,vs); gplot(triu(A),xy,':'); hold on; gplot(triu(C),xy,'r-'); plot(xy(vs,1),xy(vs,2),'.'); hold off; set(gca...
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MATLAB
376
15
function y = cvx_id( x ) y = apply( @cvx_id, x ); switch class( y ), case 'struct', y = struct2cell( y ); y = max( [ -Inf, y{:} ] ); case 'cell', y = max( [ -Inf, y{:} ] ); end % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % The comm...
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MATLAB
377
15
function set( ~, ~, ~ ) %uiextras.set Store a default property value in a parent object % % This functionality has been removed. % Copyright 2009-2014 The MathWorks, Inc. % $Revision: 979 $ $Date: 2014-09-28 14:26:12 -0400 (Sun, 28 Sep 2014) $ % Check inputs narginchk( 3, 3 ) % Warn warning( 'uiextras:Deprecated...
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MATLAB
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14
function t = numel(obj) % Number of simple file arrays involved. % _______________________________________________________________________ % Copyright (C) 2008 Wellcome Trust Centre for Neuroimaging % % $Id: numel.m 1143 2008-02-07 19:33:33Z spm $ % Should be this, but it causes problems when accessing % obj as a st...
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MATLAB
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10
% Runs batch analyses and publishes HTML report with figures and stats to % results/published_output in local study-specific analysis directory. % Run this from the main base directory (basedir) % Loads data, creates contrasts, extracts signatures and parcels z_batch_publish_image_prep_and_qc % Publishes analyses w...
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MATLAB
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12
function outputfolder = ea_getoutputfolder(sfile,con) prefs = ea_prefs; if strcmp(con, prefs.FTR_normalized) || strcmp(con, strrep(prefs.FTR_unnormalized, '.mat', '_anat.mat')) con = 'Patient''s fiber tracts'; else con = strrep(con, '>', '_'); end outputfolder = [fileparts(sfile{1}), filesep, con, filesep]; if...
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MATLAB
379
14
%% Figure 9 supplement for reviewer responses % RUN fig9_analysis, then return here fig9_analysis % Load map load('allenDorsalMap.mat'); %% Plot likelihood maps for the GMM components cmap = 'L20'; smoothSD = 0.15; for i = 1:allGMMPCAspec.NumComponents plotMetricMapCCF(dorsalMaps, allROIs, sprintf('lpAllComp%i_specPC...
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MATLAB
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12
function inter=CheckFaceOrientations(F) Edges1=F(:,[1 2]); Edges2=F(:,[2 3]); Edges3=F(:,[3 1]); Edges=[Edges1;Edges2;Edges3]; Edges2=unique(Edges,'rows'); inter=false; for i=1:size(Edges2,1) Nn=sum((Edges2(i,1)==Edges(:,1))&(Edges2(i,2)==Edges(:,2))); Ni=sum((Edges2(i,1)==Edges(:,2))&(Edges2(i,2)==Edg...
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MATLAB
379
15
function [] = chirpDetector(audioFile) [b a]=butter(3,[25000./150000 75000./150000],'bandpass'); % create filter for chirp range c=1; for i = 1:150000:length(y) spectrogram(double(y(i:i+150000)),1000,[],[],Fs,'yaxis'); pause(.1) meanPower(c) = mean(filtfilt(b,a,double(y(i:i+150000)))); stdPower(c) = s...
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MATLAB
379
9
% compile all mex cpp scripts % Code has been updated (4/4/2011) to work with 64 bit compilers mex -O -largeArrayDims GibbsSamplerLDA.cpp mex -O -largeArrayDims GibbsSamplerAT.cpp mex -O -largeArrayDims GibbsSamplerHMMLDA.cpp mex -O -largeArrayDims GibbsSamplerLDACOL.cpp mex -O -largeArrayDims GibbsSamplerLDA_NE...
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MATLAB
380
12
function [random,seed]=uniran(seed) %UNIRAN is the uniform random generator used in mcdcov.m and ltsregres.m % % This function is part of LIBRA: the Matlab Library for Robust Analysis, % available at: % http://wis.kuleuven.be/stat/robust.html seed=floor(seed*5761)+999; quot=floor(seed/65536); ...
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MATLAB
381
12
% Local Regression and Likelihood, Figure 5.2. % Author: Catherine Loader % % Density Estimation, for the Old Faithful Geyser Data. % identity link. load geyser; fit = locfit(geyser,'alpha',[0.1 0.8],'link','ident','ll',1,'ur',6); figure('Name','fig5_2: Density estimation for Old Faithful geyser data' ); lfplot(fit); ...
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MATLAB
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14
function [n,names] = plx_adchan_names(filename) import CMBHOME.PLX2Mat.* % plx_adchan_names(filename): Read name for each a/d channel from a .plx file % % [n,names] = plx_adchan_names(filename) % % INPUT: % filename - if empty string, will use File Open dialog % OUTPUT: % names - array of a/d channel name strings ...
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MATLAB
381
16
function r_d = discretize_positions_into_bins(r, env) % % r: Nt*2; unit:m % env: parameters of the environment delta_x = env.bin_width; delta_y = env.bin_width; N = size(r, 1); r_d = zeros(env.Nx*env.Ny, N); for i = 1 : N r_temp = zeros(env.Ny, env.Nx); r_temp(floor(r(i,2)/delta_y)+1, floor(r(i,1)/delta_x)+...
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MATLAB
382
11
function v = vec( x ) % VEC Vectorize. % VEC(X), where X is a vector, matrix, or N-D array, returns a column vector % containing all of the elements of X; i.e., VEC(X)=X(:). v = reshape( x, numel( x ), 1 ); % Copyright 2005-2016 CVX Research, Inc. % See the file LICENSE.txt for full copyright information. % ...
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MATLAB
384
17
function out = C_color( fparam, img , imgR, imgG, imgB, typeidx ) if ( nargin == 1 ) out.weight = fparam.colorWeight; out.numtypes = 2; out.descriptions{1} = 'Blue-Yellow'; out.descriptions{2} = 'Red-Green'; else if ( typeidx ) == 1 out.map = safeDivideGBVS( abs(imgB-min(imgR,imgG)) , img ); else ...
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MATLAB
384
13
function SS = sumofsquares(data,predicted) % this function computes the sum of squared differences between the % predicted values (e.g. a model output) and the data. % predicted should be a row vector like data's rows (same number of % columns). squares = []; for d = 1:size(data,1) squares = [squares;(da...
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MATLAB
384
8
function outarray = fread_excepting(fid, sizeA, conversion, filename) [temparray, readcount] = fread(fid, prod(sizeA), conversion); %matlab's fread can't handle more than 2 dimensions if readcount ~= prod(sizeA) error(['file appears truncated: ' filename]); end outarray = reshape(temparray, size...
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MATLAB
384
14
function Yf = split_frame(Y,patches) df = diff(patches(1,:)); ndim = size(patches,2)/2; Yf = zeros([df(1:2:end)+1,size(patches,1)],'like',Y); otherdims = repmat({':'},1,ndims(Yf)-1+(size(patches,1)==1)); for i = 1:size(patches,1) indeces = cell(1,ndim); for j = 1:ndim indeces{j} = patches(i,2*j-1):pat...