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01e42d759467fb049703a6cca592c84088fed4f5b8f2ae1505b6adb68b07a8a1
MATLAB
328
10
function [vcondition]=load_condition_hc(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_hc.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.Turbulence_range(wG,:)=(Turbulenc...
803e832b13da628155138175e5599d47aacb144f8882e8cada8d00233a306d3f
MATLAB
328
14
function [x,y,xi,yi,tri,X,Y,dt]=setup_plot() % set up the plot [X,Y] = meshgrid(-1:0.01:1, -1:0.01:1); xq = X(:); yq = Y(:); rTest = sqrt(xq.^2 + yq.^2); ckUnit = rTest <= 1; x = xq(ckUnit); y = yq(ckUnit); dt = delaunayTriangulation(x,y) ; tri = dt.ConnectivityList ; xi = dt.Points(:,1) ; yi = dt.Points(...
05d826df5f12541f47a592c74f71b46d284f260aa7c469de1a52f0d392aa4b3b
MATLAB
330
24
function it = items(O) % returns cell arry of key/value pairs in O % copyright (c) 2004 Francesco P. Battaglia % This software is released under the GNU GPL % www.gnu.org/copyleft/gpl.html keys = O.keys; values = O.values; l = length(keys); it = cell(l,1); for i = 1:l it{i} = { keys{i}, values{i} }; end ...
b648cbff81eff2b1f53c2fa695ed6e14095dd91990756a14ab53c55ca2cd59d1
MATLAB
330
12
function stat = betweenGroupVar(smpl,match) groups = unique(match,'rows'); for i=1:length(groups) if size(match,2)==1 aves(i,:) = mean(var(smpl(match==groups(i),:))); else ind = find(sum(match==groups(i,:),2) == size(match,2)); aves(i,:) = mean(smpl(ind,:)); end stat = mean(aves)...
e505a195a3540ef0ad9f05d6f44a9996e1736fa8e0dd264bebe4bfbd10f9c860
MATLAB
330
10
function [vcondition]=load_condition_tbi(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_tbi.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.Turbulence_range(wG,:)=(Turbule...
1fc596da7085b8273c7d28f16935891ba91df5d0f417a0864d02c0f165557c8e
MATLAB
333
16
function [xo] = remove_nan_rows( x ) % *WAVE* % % REMOVE NAN ROWS removes any rows from a two-dimensional matrix which % contain a NaN % % INPUT % x - data matrix (r,c) % % OUTPUT % xo - data matrix, NaN rows removed % assert( ndims(x) == 2, 'data matrix input required' ) xo = x(~any(is...
369be7cf14d904dfcbc76b1a9f784d603b986de36f45135670c8520c4d2d10c0
MATLAB
334
13
function end_eyetracker(Experiment) if strcmp(Experiment.Mode.eyetracking,'Yes') WaitSecs(0.1); % stop the recording of eye-movements for the current trial Eyelink('StopRecording'); Eyelink('Command', 'set_idle_mode'); WaitSecs(0.5); Eyelink('CloseFile'); Eyelink('ShutDown'); en...
f9c09885d6f2d9d6d55cbf80256cb035651a7e89c11270e7ca3f43b61733810c
MATLAB
334
18
function [st,en] = LoadEvtFile(fbasename) fname = [fbasename]; if ~exist(fname,'file') error('No ''cel'' evt file!') end fid = fopen(fname,'r'); evt = textscan(fid,'%f %s %s'); fclose(fid); nbC = length(evt{1})/2; if round(nbC)~=nbC error('Number of cel events must be even') end st = evt{1}(1)/1000; en = ev...
1985c15d7a49aae31f89f1b169d4ce8cab286bee9da7627650a753b812b77d2b
MATLAB
336
10
function [vcondition]=load_condition_hc_tp2(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_hc_tp2.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.Turbulence_range(wG,:)=(T...
68d74db459f99c40624d829e1661430b59e2bc6fa34b54de794dd058ccb209ad
MATLAB
336
10
function [mask_coords] = convert_mask_idx_to_mask_coords(mask, mask_idx) % MASK_IDX is a vector of indices into MASK. Returns coordinates for % each of these indices. % % See CONVERT_MASK_COORDS_TO_PAT_IDX for a description of the form % that MASK and COORDS must take. [x y z] = ind2sub(size(mask), mask_idx); mask_co...
9f244085963d45e8dc05443d0740303f55530338b31041046e95d8eefaba71c0
MATLAB
336
22
function [success errmsg] = test_train_bp() % [success errmsg] = test_train_bp() success = -1; errmsg = 'Script unfinished'; return success = 0; errmsg = ''; nFeatures = 100; nTimepoints = 1000; nOuts = 2; pat1 = rand([1:nFeatures/2 nTimepoints]); pat2 = rand([1:nFeatures/2 nTimepoints])*2; pat = [pat1; pat2]; %...
9e5effcde3d303713d2ff68a67c90d3c7bac29de83dff1b53e8a8014bd9d5b5c
MATLAB
337
26
function [hbTypeStr, hbTypeIdx] = GetHbType(handles) hbTypeStr = {}; hbTypeIdx = []; if nargin==0 return end if isempty(handles) return end idx = get(handles.listboxPlotConc, 'value'); s = get(handles.listboxPlotConc, 'string'); if idx==0 return; end if isempty(s) return; end hbTypeStr = s(idx); hbTypeI...
f15fa749f7418c9b782725a2bed327301ff7c6ca78c0763a1e24001659106b5e
MATLAB
337
6
function [fractional_occupancy, mean_life] = compute_occupancy_and_mean_life_subject_wise(temporal_evolution_of_states, max_nstates) n_subjs = length(temporal_evolution_of_states); for subj=1:n_subjs [fractional_occupancy(subj,:), mean_life(subj,:),~] = summary_stats_fast(temporal_evolution_of_states{subj}, 1:ma...
d60447ee3e99bcd40c28296c43de5e7b179f77ef71248c5db5cf01279fd4e7ab
MATLAB
338
10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function tau_u = tau_u(v) vx = 7; tau_u = (30.8 + ((211.4 + exp((v+vx+113.2)/5)) / (1 + exp((v+vx+84)/3.2)))) * (1...
8f1591dff68df0d07584b6a07cf4ba8b1d39b910577c8691a06ebd87b9673235
MATLAB
339
14
function [f,gf] = onehump(x) % ONEHUMP Helper function for Tutorial for the Optimization Toolbox demo % Copyright 2008-2009 The MathWorks, Inc. % $Revision: 1.1.6.2 $ $Date: 2009/05/07 18:25:30 $ r = x(1)^2 + x(2)^2; s = exp(-r); f = x(1)*s+r/20; if nargout > 1 gf = [(1-2*x(1)^2)*s+x(1)/10; -2*x(1)*x(...
a2657b306f85c91718f43e58182d4c96d379ca82cd6dc47fd2861a390955f80c
MATLAB
339
15
function t0 = get_trigger(Experiment) % Get Trigger % Input: Struct 'Experiment' with fields 'Keys' % Output: Time of first MRI trigger Keys = Experiment.Keys; keysOfInterest = zeros(1,256); keysOfInterest(Keys.mriTrigger) = 1; KbQueueCreate([],keysOfInterest); KbQueueStart([]); t0 = KbQueueWait([]); KbQueueStop([])...
ddd445e3851cfd1294f597020ef18b7060d0089c3a4f8325a890091a79e92c9f
MATLAB
339
10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function mhFunc = mhFunc(v, mhPre, dt) dh = (fhinf(v) - mhPre) / tauFunc(-100, 0.073, 0.7, 1.7, v); mhFunc = Euler(...
e4aa343437284eef61c762560159d103910bf522c367c08b1b3910708ef7e5a5
MATLAB
339
18
grayed_data=rgb2gray(data); grayed_data=double(grayed_data); maximum_intensity=max(max(grayed_data)); grayed_data(grayed_data<=maximum_intensity*0.05)=0; N = nnz(grayed_data); total_intensity=sum(sum(grayed_data)); intensity_mean=total_intensity/N; imagesc((grayed_data)); colormap('jet'); axis ...
06c637d513611f769d08c59017dcc7e261d162e1b6dc1c12f7f0db327cb3e9b5
MATLAB
341
12
function [errmsgs warnmsgs] = unit_traintest_bp() % [ERRMSGS WARNMSGS] = UNIT_TRAINTEST_BP() % % Runs GENERIC_UNIT_CLASSIFIER with the bp class_args class_args.train_funct_name = 'train_bp'; class_args.test_funct_name = 'test_bp'; class_args.nHidden = 0; class_args.epochs = 40; [errmsgs warnmsgs] = generic_unit_cla...
13de6ea20e620ee6d932af4f873102fbe6b3ba19b4a753e5369cc206363329bb
MATLAB
341
19
function ix = findAlignment(D, tstmp) % tsArray/findAlignment % ix = findAlignment(D, tstmp) % % Returns an index i= such that D(ix) occurs % at timestamp tstmp % Finds closest index. % ADR % version: L4.0 % status: PROMOTED nIX = length(tstmp); ix = zeros(size(tstmp)); for iIX = 1:nIX ix(iIX) = binsearch(D...
6802e5510730346e0953a8efff75df67e3cd8de31023aa2bcfd9810cf6540915
MATLAB
342
10
function [vcondition]=load_condition_tbi(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_tbi_mask2SD_bin.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.Turbulence_range(wG...
85eb7b31546b61d5eae87b1d746d368cdd6e9698a7f993dbff37c9b2a49eac8f
MATLAB
343
22
function display(O) % display(O) deals with displaying dictArrays k = O.keys; v = O.values; format compact fprintf(1, '\n{'); for i = 1:length(k) fprintf(1, ' %s: ', k{i}); if ~isempty(v{i}) disp(v{i}); else fprintf(1, '\n'); end fprintf(1, ' '); end fprintf(...
36fd7d32aa39e24620692880622f45d8e1af066a2b869f3d006c3c02d9c015a3
MATLAB
344
10
function f=autocorr_index(p,x) % f=autocorr_index(params,x) % f=(p(1)*(sin(2*pi*p(4)*x)+1)+p(2))*exp(-abs(x)/p(5))+p(3)*exp(-abs(x).^2/p(5)^2); % theta index: p(1)/p(2) % c.f. Royer et al., 2010 f=(p(1)*0.5*(cos(2*pi*p(4).*x)+1)+p(2)).*exp(-abs(x)/p(5))+p(3).*exp(-abs(x).^2/p(6)^2); %f=(p(1)*(cos(2*pi*p(3).*x)+1)+p(2...
4dc4321b87ebfdd84d0aec318621e7aa088b79817fd2cfa55619bc3846f1ac60
MATLAB
344
9
function weightedCounts = HistcountsWeighted(data, weights, edges) if ~isequal(size(data), size(weights)) error('"data" and "weights" not the same size.'); end [~, ~, bins] = histcounts(data(:), edges); weightedCounts = zeros(1, length(edges) - 1); for i = 1:length(weightedCounts) weightedCounts(i) = sum(weig...
61e3e33e1733ea978c7841bfcbdf7fe8b00d8013f5e8184b9976064176dc1eb3
MATLAB
344
12
function p = pcolorCentered(hBin,vBin,data) %PCOLORCENTERED Plots a pcolor figure using the bins as the center of each %data point % hBin and vBin are the center locations of data data(end+1,:) = 0; data(:,end+1) = 0; dH = mean(diff(hBin)); dV = mean(diff(vBin)); p = pcolor([hBin hBin(end)+dH] - dH/2,[vBin vBin(end)...
c6f27c36714327909dcb411f72237da6a418466e3847800ec12acd59b5f300f7
MATLAB
345
20
function [VX, VY] = Vel2d(X, Y) t = Range(X, 'ts'); ty = Range(Y, 'ts'); if length(ty) ~= length(t) error('X and Y don''t have the same length'); end if any(ty ~= t) error('X, and Y don''t have the same times.'); end dt = diff(t); vx = diff(Data(X)) ./ dt; vy = diff(Data(Y)) ./ dt; VX = tsd(t(1:end-1), vx); V...
d2a03f9c220a4c39705dd8e1e66ecebf2f558b881ef902cf4990137b07b12f6f
MATLAB
345
15
function yrange = GetAxesYRangeForStimPlot(hAxes) if ~exist('hAxes','var') || isempty(hAxes) hAxes = gca; end ylim = get(hAxes, 'ylim'); % Fill up the ylim range with the stim by adding and % subtracting a tiny amount so that the ylim isn't % automatically changed d = (1e-4)*(ylim(2)-ylim(1)); % d = 0; yrange = ...
3e89caf333293801bc3e2c119a5fcf04f68d68a9680303b827bcf88cd3c043d7
MATLAB
346
10
function out = RenormalizeImage(input, varargin) input = double(input); if isempty(varargin) out = (input - min(input(:)))/(max(input(:)) - min(input(:))); else out = (input - prctile(input(:), varargin{1}))/(prctile(input(:), 100 - varargin{1}) - prctile(input(:), varargin{1})); out(out(:) > 1) = 1; ou...
ee66b8c43c367038bbe643005373c066edf79517a75dbb9485f04cf1361b0080
MATLAB
346
10
function [vcondition]=load_condition_tbi(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_tbi_mask1halfSD_bin.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.Turbulence_rang...
239b63fb0fffb5b5043fa0e59ad0abd5f4532b2246fcd5bccad65f811d5a839a
MATLAB
347
9
function y = Srange(x) %RANGE The range is the difference between the maximum and minimum values. % Y = RANGE(X) calculates the range of the input. % For matrices RANGE(X) is a vector containing the range for each column. % Copyright 1993-2000 The MathWorks, Inc. % $Revision: 2.7 $ $Date: 2000/05/26 18:53:...
2f24fbd51c3676357ac15af4418a7e9d8646344b925b0e82039afe2a7cadd871
MATLAB
347
21
function t = unique(tsa) % Eliminates points with the same timestamps % % USAGE: % t = unique(tsa) % % INPUTS: % tsa: a tsd object % copyright (c) 2006 Francesco P. Battaglia % This software is released under the GNU GPL % www.gnu.org/copyleft/gpl.html tim = Range(tsa); [tt, ix, j] = unique(tim)...
3b2a7d5f5f89593349d08dcb13e7da6c42f1932cb7a9a6d6484fc7025879cb6e
MATLAB
347
22
function O = time_units(inp) if isa(inp, 'time_units') % copy constructor O = inp; return end if isa(inp, 'units') if strcmp(quantity(inp), 'time') P = inp; else error('must be a time unit'); end else P = units('time', inp); end O.t = 'time_units'; O = cla...
c4930e9ac688464c00f6f8428ef5740dbca97b8d20253f0ffff845675a6318ac
MATLAB
347
19
% msave - save an integer matrix in an ascii file % % msave(filename,matrix) % function msave(filename,matrix) [m,n] = size(matrix); formatstring = '%d'; for ii=2:n, formatstring = [formatstring,'\t%d']; end formatstring = [formatstring,'\n']; outputfile = fopen(filename,'w'); fprintf(outputfile,formatstring,matri...
69d25c366dd4364ace5383d15c1b8ee532cfd9c0f1d06b07548e1009f70b2a23
MATLAB
348
10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function mCaFFunc = mCaFFunc(v, mCaFPre, dt) dCaF = (Funcinf(-600, 0.0467, v) - mCaFPre) / taumCaFFunc(v); mCaFFunc= E...
c97fdf463ff632164a7abc87726e4d09c8f88c388321ef7ffd0ab9b71390762d
MATLAB
348
16
function sliderMoving_tracks_s_2 global framenum global slice global text_timepoint global text_slice global I global wholestack_s global shown_fig set(text_timepoint,'String',['time = ' num2str(framenum)]) set(text_slice,'String',['slice = ' num2str(slice)]) I=wholestack_s(:,:,slice,framenum); shown_fig...
42ac95040a7b2342494ac2145635ada821dcd493723cc7be72d379d9e60e2f5b
MATLAB
349
16
data_cropped=data_up(1:397, 1575:1997); maximum_intensity=max(max(data_cropped)); data_cropped(data_cropped<=maximum_intensity*0.05)=0; N = nnz(data_cropped); intensity_total=sum(sum(data_cropped)); intensity_averaged_by_pixel=intensity_total/N; imagesc((data_cropped)); colormap('jet'); caxis([0 230...
07ee15bd32c87e38eeacd03ef5d91bbac44e40cb975bea493f9a556e2aa52671
MATLAB
350
18
function y = RoundDecimalPlaces(x,n,direction) if( nargin == 2 ) direction = 1; end p = 10^n; x = x * p; switch( direction ) case -1 % Round down. y = sign(x) .* floor(x .* sign(x)); case +1 % Round up. y = round(x); en...
70dfb197b1fd83a17734d52b3a786c56618dfaed74c2f5bed8797a760b020a2b
MATLAB
350
15
function img = scale0To255(img) %This function converts a float number to a scale between 0 to 255. %0 is reserved for nan. lowerbound = min(img(:)); upperbound = max(img(:)); img(img>upperbound) = upperbound; img(img<lowerbound) = lowerbound; img = img - lowerbound; img = img/(upperbound - lowerbound); img = uint8(...
5299635da546743cef05db444f78c97efb621633bbce85cc6b923480633c56f1
MATLAB
351
10
% rotate ext_dir_initial angle=45; % place array here: ext_dir_initial_data=[]; layer_size=sqrt(size(ext_dir_initial_data,2)); ext_dir_initial_data2=reshape(ext_dir_initial_data,layer_size,layer_size); ext_dir_initial_data3=imrotate(ext_dir_initial_data2,angle,'bilinear','crop'); ext_dir_initial_data4=reshape(ext_dir...
e45e75d1b6b637c5cacd932a8fa86f8dc50adfcad6250f5e15b1a720bfee78c4
MATLAB
351
12
function scatter_plot=plotspots(ax, scatter_plot, spots, sizes, z, zratio, factor, colrs) if nargin < 8 colrs=[1 0 0]; end if ~isempty(spots) R = sizes(1).^2 - ((z-spots(:,3)).*zratio).^2; R(R <= 0) = 0.01; R = sqrt(R); hold(ax,'on'); scatter_plot=scatter(ax,spots(:,2),spots(:,1),R.*factor,colrs,'LineWidth',fa...
f293d6292cdaf52c36c46960fcb39b43ca20f5f1b3a29ea5f08b4f19201b6dc6
MATLAB
351
17
function a = abs(tsa) % Absolute value of the data % % USAGE: % tso = abs(tsa) % % INPUT: % tsa: a tsd object % % OUTPUT: % tso: a tsd of absolute value % % copyright (c) 2004 Francesco P. Battaglia % This software is released under the GNU GPL % www.gnu.org/copyleft/gpl.html a = tsd(tsa.t, abs(tsa.data...
342aefa0f67c8664b11465ab3ca585e3bd20b8b2068c25088d3a9c2fe114636d
MATLAB
352
24
function S1 = Restrict(S0,is) % Returns a tsdArray restricted in a given intervalSet % % USAGE: % tsO = Restrict(tsa,is) % % INPUTS: % tsa - a tsdArray % is - an intervalSet % copyright (c) 2009 Adrien Peyrache adrien.peyrache@gmail.com S1={}; for i=1:length(S0) Sr = S0.C{i}; S1 = [S1;{Restrict(Sr,i...
f7a397ac61bdef86092eb12d54b4f2b48611dfce8bdf30413dbdd2b9924c0c99
MATLAB
352
11
function data= extract_imetronic_events(data, recording_config, imetronic_DB) r = recording_config; n = size(r,2); for i=1:n tmp = r{i}; if strcmp(tmp{1},'Imetronic_Event') events = tmp{3}(imetronic_DB); cmd = sprintf('data.%s.%s.on_ts=events/1000;',tmp{4},tmp{2});ev...
f81ebf360ba16f8f8b54741d28f515c3815bde5d10ec42b4ecbb847dafc3fdaa
MATLAB
352
13
function lstAct = mlAct_Matrix2IndexList(mlAct, ml) lstAct = []; for iCh = 1:size(ml,1) if size(ml,2)==4 k = find(mlAct(:,1)==ml(iCh,1) & mlAct(:,2)==ml(iCh,2) & mlAct(:,4)==ml(iCh,4)); else k = find(mlAct(:,1)==ml(iCh,1) & mlAct(:,2)==ml(iCh,2)); end if mlAct(k,3)==1 lstAc...
6cc604ea3930361c22d1b4ef7608362ebaef439f154cfc997e31f454be082de6
MATLAB
353
16
% kernel unit test % % linear kernel tol = 10e-10; % Random data N = 20; F = 15; X = randn(N,F); X(1,:) = X(1,:) + X(2,:); %% linear_kernel(X) and linear_kernel(X,X) should yield the same result K1 = linear_kernel([], X); K2 = linear_kernel([], X, X); print_unittest_result('linear_kernel of (X) and (X,X) should be t...
08f6dceea0bca3299ded89388578b16723f5f504b194221b8a9f9ed02419370f
MATLAB
354
23
function [modRatio,p,H,X,X1]= modRatioFit(phase,prefPh) % [modRatio, prefPh, fitCurve, H]= modRatioFit(phase) % Adrien Peyrache 2007 nbSpk = length(phase); [H,X] = hist(phase,2*pi*[0:0.01:1]); X1 = cos(X-prefPh); [p S] = polyfit(X1,H,1); modRatio = abs(p(1)/p(2)); if 0 figure(3),clf hold on bar(X,H) plot...
a953edbfe701a1bfad901601c60cf853a595bf4fc63e57792769c6dbc3f5ef48
MATLAB
354
20
function m = mean(tsa,epoch) Returns the mean of data in tsd object USAGE: m = mean(tsa) INPUTS: tsa: a tsd object OUTPUTS: m: the rate % copyright (c) 2004 Francesco P. Battaglia, % modified 2009 by Adrien Peyrache adrien.peyrache@gmail.com % This software is released under the GNU GPL % www.gnu.org/copyleft/...
ad210485672f33eec06f07eda7b5cd5e967f5cb4cc8981cc2f8cd1c8392d82a9
MATLAB
357
15
% output = transres_other(decoding_out, varargin) % % This function returns other output that was generated (in the field % decoding_out.opt) % % To use it, use % % cfg.results.output = {'other'} % % Martin, 2014-01-20 function output = transres_other(decoding_out, varargin) % return the optional outp...
b844797f59acf0a384a1a172191abb5e4fb015302722b27ea8dda52c795dd65d
MATLAB
359
14
function k = plotDataTimeSeries(y, iS, iD, iDt, option) if ~exist('option','var') option = ''; end ml = y.GetMeasurementList('matrix'); k = find(ml(:,1)==iS & ml(:,2)==iD & ml(:,4)==iDt); if ishandle(1) if ~strcmp(option,'keep') && ~strcmp(option,'keepopen') && ~strcmp(option,'open') close(1); end e...
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MATLAB
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13
function [Hv] = autoHv(v,x,g,useComplex,funObj,varargin) % [Hv] = autoHv(v,x,g,useComplex,funObj,varargin) % % Numerically compute Hessian-vector product H*v of funObj(x,varargin{:}) % based on gradient values if useComplex mu = 1e-150i; else mu = 2*sqrt(1e-12)*(1+norm(x))/norm(v); end [f,finDif] = funObj(x +...
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MATLAB
360
10
function [vcondition]=load_condition_tbi_mask2SD_weight(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_tbi_mask2SD_weight.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition.T...
217813cc4e68b4b813afee73fe31cf945dcfe67446a548644951b2799288634c
MATLAB
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function [vcondition]=load_condition_tbi(G,sbj,cond) for wG=1:G load(sprintf('WG_%03d_%d_sub_%d_ON_tbi_mask1halfSD_bin.mat',wG,sbj,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vcondition....
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MATLAB
361
9
function [Num_frames] = SecondsToFrames(Num_seconds,SecPerFrame) %SecondsToFrames converts seconds to frames % Num_seconds: the number of seconds % SecPerFrame: the conversion factor - the number of seconds per frame % Num_frames: the number of frames (rounded up to the nearest whole % number) Num_frames ...
eac92153fd98ba16399caed62238b4e022a18e0a7b83d114493b3beac1f71240
MATLAB
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classdef PsthDistanceClassifierPDDistModel < PsthDistanceClassifierModel properties PD end methods function mdl = PsthDistanceClassifierPDDistModel(PD) mdl.PD = PD; end function dist = evaluate(mdl,X,y) preds = mdl.predict(X); dist = mean(angleDistance(pre...
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MATLAB
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function sz = size(TSA) % Size of the TS object (unmber of timestamps) % % USAGE: % % sz = size(tsa) % % INPUTS: % % tsa: a TS object % % OUTPUS: % % sz: number of timestamps % % copyright (c) 2004 Francesco P. Battaglia % This software is released under the GNU GPL % www.gnu.org/copylef...
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MATLAB
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clc; clear all; close all; d=importdata('Exp_90deg_rawdata.txt'); grayed_data=d; maximum_intensity=max(max(grayed_data)); grayed_data(grayed_data<=maximum_intensity*0.05)=0; N = nnz(grayed_data); total_intensity=sum(sum(grayed_data)); intensity_mean=total_intensity/N; imagesc((grayed_data)); ...
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MATLAB
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9
function [glu_hurwitzZeta, glu_dhurwitzZeta] = loadhurwitzZetaLookup() x_fn = load('avalanches_matlab_code/analysis_results/hurwitzLookup_20220118', 'spl_hurwitzZeta', ... 'spl_dhurwitzZeta'); %% % global glu_hurwitzZeta glu_hurwitzZeta = @(a, x) x_fn.spl_hurwitzZeta(a, x); % global glu_dhurwitzZeta glu_dhurwitzZe...
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MATLAB
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10
function [vcondition]=load_condition_tbi_1halfSD_weight(G,cond) for wG=1:G load(sprintf('WG_%03d_%d_ON_tbi_mask1halfSD_weight.mat',wG,cond)); vcondition.err_hete_range(wG,:)=(err_hete); vcondition.InfoFlow_range(wG,:,:)=(InfoFlow); vcondition.InfoCascade_range(wG,:)=(InfoCascade); vconditi...
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MATLAB
365
17
function [mask_idx] = convert_pat_to_mask_idx(mask,pat_idx) % [MASK_IDX] = CONVERT_PAT_TO_MASK_IDX(MASK,PAT_IDX) % % Inverse operation of CONVERT_MASK_TO_PAT_IDX keep_idx = find(mask); if ~exist('pat_idx','var') pat_idx = 1:length(keep_idx); end pat_to_mask_idx = zeros(size(mask)); pat_to_mask_idx(keep_idx(pat_i...
8dbc26a9a26abd0527e60b7525f5906164541afcad1b595ab8abd8531031576c
MATLAB
365
15
% script to plot real animal data and get gridscore % select data to use load filenames;load tetrodes;load cells; % file_number 15 = small, 23 = medium, 17 = large file_number=15;%15;%23; run_real_recordings=1; plot_subsect=1; grid_size=33; plot_size=31; restrict_time=0; keep_vars=1; % avoid clearing variables set h...
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MATLAB
365
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function [regFrame] = register_frame(frame,mean_im,yx_px,linesPerFrame,pixelsPerLine,rescaleFact,dftArg) regFrame = 0*frame; cycx = yx_px - round(dftregistration(mean_im,fft2(imresize(frame,rescaleFact)),dftArg)./rescaleFact); Iyx = cycx < [0 0 linesPerFrame pixelsPerLine] & cycx > 0; regFrame(Iyx(:,3),Iyx(:,4)) = fra...
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MATLAB
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% function ind = uniqueq(x,sortedvector) % % Much faster than unique for vectors, and even faster when indices are % already sorted and provided as nx1 vector (when any second input is % provided, the function assumes this format). function ind = uniqueq(x,sortedvector) if nargin == 1 x = x(:); x =...
6657bfd3420577161935d09c6256d18bc19e83b074f8282d64cb97286c137e1a
MATLAB
366
21
function [istart, iend] = ThreshVector(V, threshold, interval, pos) if pos c1 = find(V > threshold); else c1 = find(V < threshold); end dc1 = diff(c1); istart = c1(find(dc1 > interval)+1); istart = [c1(1); istart]; iend = c1(find(dc1 > interval)); iend = [iend; c1(end)]; ds = iend - istart; ds = find(ds > int...
6aaee26463ff14ac0e71086cebed8f29f27cbb55fe8444d30f56a1cb4bd795aa
MATLAB
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10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function hCaSFunc = hCaSFunc(v, hCaSPre, dt) dCaS = (Funcinf(360, 0.055, v) - hCaSPre) / tauFunc(-250, 0.043, 0.2, 5.25, v...
a74003e8c8c24ab6b93f94fe02082389cc82b124ca18eb48d37b79b90818d0f8
MATLAB
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function dist = euclidean2(x,y) % what corr(x',y') is, but using euclidean distance ssqx = sum(x.*x,2); ssqy = sum(y.*y,2); try % if exist('bsxfun','builtin') dist = sqrt(max(bsxfun(@plus,ssqx,ssqy')-2*(x*y'),0)); catch szx = size(x,1); szy = size(y,1); dist = sqrt(max(repmat(ssqx,[1 szy]...
23072e2a8923c41d870986349664ba7b46062608914decef5deb04f261ad8234
MATLAB
367
13
function S = SpkTrainGenerator(r,dt) % S = SpkTrainGenerator(r,time) r = r(:); rng('shuffle') % Seed random number generator % We want a mean firing rate of r Hz. So we want r spikes in % 1 second. There are 1/dt points in 1 second so we want r % spikes every 1/dt points. pspike = r*dt; % Probability of Spiking at ...
49a7055e603cc1ecb8b427c1d13ee674fe5e1d8ebe367996bb5a0e1223256410
MATLAB
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10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function hCaFFunc = hCaFFunc(v, hCaFPre, dt) dCaF = (Funcinf(350, 0.0555, v) - hCaFPre) / tauFunc(270, 0.055, 0.06, 0.31, ...
68acdd3efaad6399b190605d597989344c4f7bf01f7fd208832a77450ee88d9f
MATLAB
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9
function varargout = get_filenames(software,varargin) % get_filenames varargin: % inputs: file path (1 x n string), possible filenames with wildcards (e.g. *.img or rf*.img) % output: filenames as n x m char array (n = number of files) check_software(software); fname = [mfilename '_' lower(softwa...
4e6c1c519ad9520ff017dfdbd2e4b998ed87e5dbda9ecac04eced0cbb6064b51
MATLAB
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10
% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function tau_p = tau_p(v, TauMax) tau_p = TauMax / ( 3.3 * exptable((v+35)/20) + exptable(-(v+35)/20)); %tau_p = TauMax /...
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MATLAB
370
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% loading stack % load('.\..\wholestack.mat'); % loading cleaned tracks % load('.\neurons_cleaned.mat'); % specifying output folder outputpath='E:\GNAO experiments\E246K\v1\'; % outputpath='.\'; % running the identification step identification_step(wholestack, neurons_cleaned, outputpath, [0.267 0.267 2])...
42da6985aa0d2764f4ad3ab9b5696fbb6c5ae5ef635c10eb7604eb0dd4be6b8e
MATLAB
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20
function [D, dd, xyz00]=collinearity_check(xyz) xyz0 = mean(xyz,2); A = xyz-xyz0; [U,~,~] = svd(A); d = U(:,1); t = d'*A; t1 = min(t); t2 = max(t); xzyl = xyz0 + [t1,t2].*d; X1=xzyl(:,1); X2=xzyl(:,2); D=0; for i=1:size(xyz,2) X0=xyz(:,i); D=D+sqrt(sum(cross((X0-X1),(X0-X2)).^2)/sum((X2-X1).^2)); ...
64c9ee74efd29a5e89689785ce3d895142b85be647724d9e3a50514702570255
MATLAB
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function mdl = classifierFactory(classifierType,PD) switch classifierType case 'PsthDistance' mdl = PsthDistanceClassifierModel; case 'PopulationPsthDistance' mdl = PopulationPsthDistanceClassifierModel; case 'Knn' mdl = KnnClassifierModel; case 'PsthDistanceFromPD' mdl...
36b241b2e8f8e6c77a477fd203d124a42ffe9975e51cdc401a0fd5529e320778
MATLAB
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% @author Farad Khoyratee % @date 16 Apr 2019 % @copyright % SPDX-FileCopyrightText: © 2021 Farad Khoyratee <farad.khoyratee@gmail.com> % SPDX-License-Identifier: GPL-3.0-or-later function mCaSFunc = mCaSFunc(v, mCaSPre, dt) dCaS = (Funcinf(-420, 0.0472, v) - mCaSPre) / tauFunc(-400, 0.0487, 0.005, 0....
a7a062ec3707c70c77668ced4c89c3bf4e1d59c5c78a75eec9de6d5be2c666d6
MATLAB
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function [xo] = angular_rotation( xph, angle ) % *WAVE* % % ANGULAR ROTATION rotates the angular data in the datacube xph a given % angle % % INPUT: % xph - datacube (r,c,t) (probably complex) % angle - rotation angle % % OUTPUT % xo - output datacube % assert( ndims(xph) == 3, 'datacub...
04d7c90e2efc36db2dcfe4e36f0a8e8f651267a931d6a00a0cdbfb80353408b9
MATLAB
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function Make_TSToolbox() objDirs = dir('@*'); dirNames = {'@intervalSet';'@tsd'}; parent_dir = pwd; for ii=1:length(dirNames) fprintf('In %s \n',dirNames{ii}) cd([dirNames{ii} filesep 'private']) cfiles = dir('*.c'); for jj=1:length(cfiles) jj fprintf('Compiling %s \n',cfiles(jj).name) ...
0f694dc9ebfc06590d68f366a508266a801c51158dbfd3a6c81c1f46a0f46adc
MATLAB
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17
function [lapS] = rand_label(explap) %RAND_LABEL ´Ë´¦ÏÔʾÓйش˺¯ÊýµÄÕªÒª % ´Ë´¦ÏÔʾÏêϸ˵Ã÷ nlap1 = numel(explap.explap1); nlap2 = numel(explap.explap2); lapnum = nlap1 + nlap2; explap1s = randperm(lapnum,nlap1); explap2s = 1:lapnum; explap2s(explap1s)=[]; lapS.explap1 = explap1s; lapS.explap2 = expla...
9ff1091267bd16bc81b13807c0bb0795b5a2dcc78d6347f64673af358bc6c854
MATLAB
377
8
% This function tells you the location for demos for prevalence_inference. % You should find them in decoding_toolbox/statistics/prevalence_inference if isempty(which('decoding_defaults')), error('Please add TDT'), end display(['See demos in' char(10) ... ' ' fileparts(which('prevalenceTDT')) char(10) ......
059d41046cac8c00820808fb9d4671bd9b374498bca9c96ced0865cd19429117
MATLAB
378
12
function [z] = mtimes2x2(x, y) % compute x*y % and dimensionatity is 2x2xN z = complex(zeros(size(x))); %xconj = conj(x); z(1,1,:,:) = x(1,1,:,:).*y(1,1,:,:) + x(1,2,:,:).*y(2,1,:,:); z(1,2,:,:) = x(1,1,:,:).*y(1,2,:,:) + x(1,2,:,:).*y(2,2,:,:); z(2,1,:,:) = x(2,1,:,:).*y(1,1,:,:) + x(2,2,:,:).*y(2,1,:,:); z(2,...
45a12d820799d62176cbb5d6b238502a7950f927bc8a0c038608c784721dccdb
MATLAB
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function [c]=grad_co co=lines; c=[]; %black c(1,:,1)=[0 0 0]; c(1,:,2)=[.4 .4 .4]; c(1,:,3)=[.8 .8 .8]; %orange c(2,:,1)=co(2,:); c(2,:,2)=[236 169 140]/255; c(2,:,3)=[247 221 209]/255; %purple c(3,:,1)=co(4,:); c(3,:,2)=[164 109 176]/255; c(3,:,3)=[216 192 221]/255; %green c(4,:,1)=co(5,:); c(...
882a97861fae8304ff1d46f5a667fd6ac8b5870d47fe0c36ad48b551acf58426
MATLAB
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12
function scatter_plot=plotspots(ax, scatter_plot, spots, sizes, z, zratio, factor, colrs) if nargin < 8 colrs=[1 0 0]; end if ~isempty(spots) R = sizes(1).^2 - ((z-spots(:,3)).*zratio).^2; R(R <= 0) = 0.01; R = sqrt(R); hold(ax,'on'); scatter_plot=scatter(ax,spots(:,2),spots(:,1),R.*fac...
1da3045e106fdd655b98a8b909562808f4326198880c626d03dea6468b9b48a7
MATLAB
380
8
function [coords] = getNeighbors(i,j,N_vals_1,N_vals_2) %GETNEIGHBORS i,j,N_vals_1,N_vals_2 % Returns grid coordinates of neighbors for the given cell (i,j) coords = [i-1,i,i+1,i,i-1,i-1,i+1,i+1; j,j+1,j,j-1,j-1,j+1,j+1,j-1]; % coords = [i-1,i,i+1,i; j,j+1,j,j-1]; coords = coords(:,coords(1,:)>=1 & coords(1,:)...
340643d31663551b395eace00117ced04c4cbafe426b15357e29dad9385717c5
MATLAB
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13
function [p dv] = nsvm_test(dd,AA,model) % dd: labels % AA: test data vector % model: result of training dv = AA*model.w-model.gamma; % decision values p=sign(dv); % predicted labels % not necessary for our toolbox, but in case you want the accuracy too % activate this and pass as thir...
793d03047656ae964254a4c837ae4b5c4e754f4b7f4aed72ef86d36810445501
MATLAB
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18
function [xo] = analytic_signal( x ) % *WAVE* % % ANALYTIC SIGNAL put a datacube into its analytic signal representation % % INPUT: % x - datacube (r,c,t) % % OUTPUT: % xo - output datacube % assert( ndims(x) == 3, 'datacube input required' ); [dim1,dim2,dim3] = size(x); x = reshape( x, [dim1*dim2, dim3] ); xo = h...
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MATLAB
383
12
function h = makeMyFigure(W,H) % makeMyFigure(W,H) makes a figure that is W cm x H cm % if one argument, use golden ratio. if nargin == 1 H = W; W = W*(1+sqrt(5))/2; end h = figure(); set(gcf, 'PaperPositionMode','manual', 'PaperUnits','centimeters', ... 'PaperSize', [W H], 'PaperPosition',[0 0 W H...
cea8979c44ef5315b666cf9638355668554e863afac6d5ad0a4fc6af9eabc9c0
MATLAB
383
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nSubjs = length(Ycell); wa = zeros(nStates,nStates); wpi = zeros(1,nStates); for ns = 1:nSubjs phthtpgV1T1 = Qnss{ns}; phtgV1T1 = QnsCell{ns}; wa = wa + sum(phthtpgV1T1,3); wpi = wpi + phtgV1T1(1,:); end Wa = wa + repmat(ua,[nStates 1]); Wpi = wpi + upi; stran = exp( psi(Wa) - repmat( psi(sum(Wa,2)) ...
f33f83df8344fd84c6edebc07e3336bab1bce0053148fc1c3c43938848a04ff2
MATLAB
383
12
%Calculate the expected shape ratio given the estimated distance that %people were holding thier phone. dist_cm = 35; %distance from eyes to phone mag = 1.038; %monocular magnification IPD_cm = 6.3; EstSlantPercieved = atand( ( (mag-1)./(mag+1) ) .* ((2*dist_cm)./IPD_cm) ); [ratioPercieved,Rat...
fef75f345688cc811d4dd45a59580e1e307dedef55441860e42d225db981447d
MATLAB
383
14
function [omega] = mad(x, dim) % MAD computes the median absolute deviation across dimension dim. % Implementation according to Wilcox; Robust Estimation % and Hypothesis Testing (page 35) if nargin<2, dim = find(size(x)>1, 1, 'first'); end pvec = [dim setdiff(1:ndims(x), dim)]; x = permute(x, pvec); x =...
258cb803ae2498ca93e94fbde0e873287e39ca59ee9af6849ba77c2a4c966d68
MATLAB
385
10
function tracksOut = IsolateTracks(tracksIn, mask) [ix, iy] = find(mask); y = [min(ix), max(ix)]; x = [min(iy), max(iy)]; badIdxs = [tracksIn(:, 1) < x(1), tracksIn(:, 1) > x(2), tracksIn(:, 2) < y(1), tracksIn(:, 2) > y(2)]; badIdxs = unique(tracksIn(sum(badIdxs, 2) > 0, 4)); tracksOut = tracksIn; for i = 1:length(b...
87616ab19ab7488dd957ef52a4401c2f8e71061eb10e4b97acdd987789affcaf
MATLAB
385
14
function [trials,varargout] = convert2SD2(trials,mlActAuto) origIdxToRemove = [29,33,39,40,41,42]; trials(origIdxToRemove,:,:) = []; switch nargin case 2 origIdxToRemove = [origIdxToRemove origIdxToRemove+42]; mlActAuto(origIdxToRemove,:) = []; varargout{1} = mlA...
cf86d49038112d9776d3f923002057676caa6109fe11267e0cc0a4ccdae7a9c2
MATLAB
385
15
function [tiffImage]=tiffRead(imagePath) % Determine Image Properties InfoImage=imfinfo(imagePath); % Pre-allocate Memory tiffImage = zeros(InfoImage(1).Height,InfoImage(1).Width,length(InfoImage),'uint16'); % Iteratively Load the Image TifLink = Tiff(imagePath, 'r'); for i=1:length(InfoImage) TifLink.setDirecto...
f2442f256bd586d68e64cbea01bdd962e158863889e11d8ee6cf631c811dc015
MATLAB
385
9
function [vx, vy] = CutQuiverVectors(vx, vy) buffer = 2; [x, y, ~] = ndgrid(1:size(vx, 1), 1:size(vx, 2), 1:size(vx, 3)); xNew = x + vy; yNew = y + vx; xNew = double(xNew > (size(x, 1) - buffer)) + double(xNew < 1 + buffer) > 0; yNew = double(yNew > (size(x, 2) - buffer)) + double(yNew < 1 + buffer) > 0; vx = vx.*dou...
dcae49b6858d1252f75b8029fbfff6c3d02ff4991445724a44f15493abcf3802
MATLAB
386
11
function varargout = read_image_spm5(varargin) % read_image: % input: header (struct variable generated with read_header) % output: image in neurological space (left = left, view from top) if nargin >= 2 error('Second input for subvolumes provided. SPM2 cannot deal with 4D data. Please change...
f068fcc4913110685bb5573ea970a6116a4348bf726355a043f99adbf81cf861
MATLAB
386
11
function varargout = read_image_spm2(varargin) % read_image: % input: header (struct variable generated with read_header) % output: image in neurological space (left = left, view from top) if nargin >= 2 error('Second input for subvolumes provided. SPM2 cannot deal with 4D data. Please change...
c7c1a4fdff40a88011b4091153b0d57b6b8c4a2c59b9265ee5b3c8c508133479
MATLAB
387
6
addpath /comp_neuro/Software/Github/CMBHOME_github/ load('/media/nmsutton/StorageDrive7/comp_neuro/holger_data/180815_S1_S2_lightVSdarkness_merged.mat'); root.cel = [2,5]; c_ts = CMBHOME.Utils.ContinuizeEpochs(root.cel_ts); x = root.x; y= root.y; t = root.ts; hd = CMBHOME.Utils.ContinuizeEpochs(root.headdir); pos = [re...
fa46b0216356b5134adec2484f070e4151f2f11cfa9b426db8d57e5cc575d17a
MATLAB
388
18
function [events,description] = LoadEvents(fbasename) fname = [fbasename]; if ~exist(fname,'file') error('File does not exist') end fid = fopen(fname,'r'); evt = textscan(fid,'%f\t%s'); fclose(fid); description = unique(evt{2}); events = cell(length(description),1); for ii=1:length(description) ix = ismembe...
c09de97b5f487447eca7b6d38733ea161f6555341fbb05b28920633d440c3972
MATLAB
389
16
function skel = Graph2Skel3D(node,link,w,l,h) % create binary image skel = false(w,l,h); % for all nodes for i=1:length(node) if(~isempty(node(i).links)) % if node has links skel(node(i).idx)=true; % node voxels a = [link(node(i).links(node(i).links>0)).point]; if(~isempty(a)) ...
7766ced08107ceb89cba8e7ba24468b57eabb479ddc0593025556531db53e49a
MATLAB
390
23
function [hb, he] = barplot(data,gca) % [hb, he] = barplot(data,gca) % INPUT: % data: cell array N = length(data); mu = zeros(1,N); er = zeros(1,N); for ii=1:N mu(ii)=nanmean( data{ii}); er(ii)=nansem( data{ii}); end bar(mu); %,'b','FaceColor',[0.5,0.5,1],'LineWidth',1.5) hold on for ii=1:N ...
923ef7194097fed0d7705a3e775393422ae541ccc17fa38c6cd5ef742aa9f3bd
MATLAB
390
18
prompt='Enter path: ' path=input(prompt,'s'); path=strcat(path,'\') prompt='Enter filename: ' filename=input(prompt,'s'); file=strcat(path,filename); [header,Aout,imgInfo,rawStream] = scanimage.util.opentif(file); frameTimestamps_sec=header.frameTimestamps_sec; target_file=strcat(file(1:end-4),'_heade...
a05315f603e56697122b8f7d14680309ce6cf32ae3b477c338b413221718e6aa
MATLAB
391
24
function R = LoadFuncReg(parent) % Syntax: % % R = LoadFuncReg() % R = LoadFuncReg(parent) % % Description: % % % First get all the argument there are to get using the 8 possible syntax % calls if nargin==0 parent = []; end if ~isempty(parent) && isproperty(parent, 'R') && ~isempty(pa...
a5bc01f3b8d4876e840590ff1c42efd7b426535306751d9260fee14411f9d081
MATLAB
392
14
function tracks_out = ApplyMinTrackLength(tracks_in,min_track_length) a = unique(tracks_in(:,4)); b = []; for i = 1:length(a) c = sum(tracks_in(:,4) == a(i)); if (c < min_track_length) b = [b,a(i)]; %#ok<AGROW> end end tracks_out = tracks_in; for i = 1:le...