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cc246b74335bfbe4b2219130d1ab059cd35457bf69a696bf7f386fc2f2f54400
MATLAB
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87
%% plot N50 from various assemblers at coverage; clear all hold on N50 = load('n50s.txt.cov'); x = N50(:,1); y = mean(N50(:,2:11)'); e = std(N50(:,2:11)'); errorbar(x,y',e','or-'); N50 = load('n50r.txt.cov'); x = N50(:,1); y = mean(N50(:,2:11)'); e = std(N50(:,2:11)'); errorbar(x,y',e','.r--'); N50 = load('n50tec...
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MATLAB
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function [classes,classes_grouped] = classify_clusters(classes,coefficient_of_variation,method) if isequal(method,'linkage') parameters = classes(:,3); parameters = vertcat(parameters{:}); normalized_parameters = zscore(parameters); [link,~,~] = shape_classification_finding_linkage(normalized_param...
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MATLAB
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function [Hpos,Hneg] = diversity_coef_sign(W, Ci) %DIVERSITY_COEF_SIGN Shannon-entropy based diversity coefficient % % [Hpos Hneg] = diversity_coef_sign(W,Ci); % % The Shannon-entropy based diversity coefficient measures the diversity % of intermodular connections of individual nodes and ranges from 0 t...
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MATLAB
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function labels(obj,varargin) % Sets hemisphere labels for plot_hemispheres. Labeltext is taken from % obj.labeltext. Text name-value pairs can be provided. If none are % provided, then the defaults are: % Rotation: 90 % Units: Normalized % HorizontalAlignment: 'Center' % FontName: DroidSans % FontSize 18 % ...
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MATLAB
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function drawDesignMtx(design_mtx, labels) %DRAWDESIGNMTX Display design matrix in new figure % design_mtx: NxN design matrix % labels: Nx1 cell array, name labels of each variable % column-wise normalize the design matrix design_mtx_norm = (design_mtx - min(design_mtx)) ./ (max(design_mtx)...
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MATLAB
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clear variables addpath '/Volumes/Samsung_T5/Milan_DA/RGS14_Ephys_data' cd('/Volumes/Samsung_T5/Milan_DA/RGS14_Ephys_da/Data_RGS14_Downsampled_First_Session') %% Get the study day folders rat_folder=getfolder; prompt = {'Enter the rat index'}; dlgtitle = 'Rat Index'; k = str2double(inputdlg(prompt,dlgtitle)); cd(rat_fo...
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MATLAB
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%% Fig 3D-F - Plot longitudinal trends from saved data if ~exist('DATA_ROOT','var'), run(fullfile(pwd, 'matlab', 'config.m')); end load(fullfile(DATA_ROOT, 'fig3def_plot_data.mat')); % Apply current filter (already NaN in data, just use as-is) metrics = {mergedDFF, mergedTrendsOnset, mergedTrendsDur}; metricNames = {'...
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MATLAB
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function [EC,ec,degij] = edge_nei_overlap_bu(CIJ) % EDGE_NEI_OVERLAP_BU Overlap amongst neighbors of two adjacent nodes % % [EC,ec,degij] = edge_nei_bu(CIJ); % % This function determines the neighbors of two nodes that are linked by % an edge, and then computes their overlap. Connection matrix must...
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MATLAB
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function [IDs,ARA_LIST]=name2structureID(names,ARA_LIST,quiet) % Convert a list of ARA (Allen Reference Atlas) area names to a vector of structure IDs % % function [IDs,ARA_LIST]=name2structureID(names,ARA_LIST,quiet) % % Purpose % Each Allen Reference Atlas (ARA) brain area is associated with a unique % number ...
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MATLAB
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%% plot numberSubjects=68; load distance_beta.mat load('trait_score.mat') %% figure 5b true=distance_beta(:,:,1,2); [r1,p1]=corr(true,trait_score); x=-100:10:740; figure; suptitle('Association between Reward-Seq. Representation and trait Anxiety') subplot(1,2,1) plot(x,r1', 'k','LineWidth',1) hold on x0=x(1):10:x(85...
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MATLAB
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function varargout = process_nst_cpt_fluences_om( varargin ) % @============================================================================= % This software is part of the Brainstorm software: % http://neuroimage.usc.edu/brainstorm % % Copyright (c)2000-2013 Brainstorm by the University of Southern California % This ...
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MATLAB
1,655
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function BCCT_SCN_GUI SCN.fig = figure('unit','norm',... 'pos',[0.4,0.4,0.3,0.2],... 'menubar','none',... 'Name','Structural Covariance Network(SCN)'); SCN.Mappb = uicontrol('unit','norm',... 'pos',[0.125,0.3,0.15,0.4],'style','pushbutton','string','Map(Volume)'); SCN.Matpb = uicontrol('unit','...
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MATLAB
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function TrimerStrengths = ExtractTrimerStrengths(MC, entries_list) % FUNCTION TrimerStrengths = ExtractTrimerStrengths(MC, nregions, entries_list); % % This function takes as compulsory input: i) a MC matrix; ii) a number of % regions nregions % As optional argument one can also give a list of entries to limit the % c...
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MATLAB
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function [ data, vol ] = SurfStatAvVol( filenames, fun, Nan ); %Average, minimum or maximum of MINC, ANALYZE, NIFTI or AFNI volumes. % % Usage: [ data, vol ] = SurfStatAvVol( filenames [, fun [, Nan ]]); % % filenames = file name with extension .mnc, .img, .nii or .brik as above % (n=1), or n x 1 c...
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MATLAB
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ls %% read data [cu,~,~]=xlsread('L:\Elite\gaute\test\CDS_CU_EntrezID.xls'); cu(isnan(cu)) = 0.5 ; % cleanup and replace mssing vals %% clusters corrcu=corrcoef(cu) cg=clustergram(cu(:,2:65), 'Colormap', redbluecmap,'ImputeFun','knnimpute') %% pick interesting categories via uniprot search and ID mapping tool...
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MATLAB
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function BCCT_Modulate_GUI MOD.fig = figure('unit','norm',... 'pos',[0.4,0.4,0.3,0.2],... 'menubar','none',... 'Name','Modulation on Covariance Connectivity'); MOD.Mappb = uicontrol('unit','norm',... 'pos',[0.125,0.3,0.15,0.4],'style','pushbutton','string','Map(Volume)'); MOD.Matpb = uicontro...
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MATLAB
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function fn = digestNphosphorylate(s,e,m,l,dct,tct) fn=[s,'.',e,'.',int2str(m),'.',int2str(l),'.',int2str(dct),'.',int2str(tct),'.txt']; fprintf('Sequence %s\t Enzyme %s\t Missed Cleavage %d\t Minimum Length %d 2+Threshold %d\t 3+Threshold %d\n',s,e,m,l,dct,tct); em=0.0005485799094; pm=1.00727646681...
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MATLAB
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function varargout = process_nst_import_head_model_om( varargin ) % @============================================================================= % This software is part of the Brainstorm software: % http://neuroimage.usc.edu/brainstorm % % Copyright (c)2000-2013 Brainstorm by the University of Southern California %...
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MATLAB
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%-------------------------------------------------------------------------- % Till Habersetzer, 08.07.2025 % Communication Acoustics, CvO University Oldenburg % till.habersetzer@uol.de %-------------------------------------------------------------------------- % ensure that we don't mix up settings clear settings % ...
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MATLAB
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function qval = SurfStatQ( slm, mask ); %Q-values for False Discovey Rate of resels. % % Usage: qval = SurfStatQ( slm [, mask] ); % % slm.t = 1 x v vector of test statistics, v=#vertices. % slm.df = degrees of freedom. % slm.dfs = 1 x v vector of optional effective degrees of freedom. % slm.k = #vari...
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MATLAB
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function D = agreement(ci,buffsz) %AGREEMENT Agreement matrix from clusters % % D = AGREEMENT(CI) takes as input a set of vertex partitions CI of % dimensions [vertex x partition]. Each column in CI contains the % assignments of each vertex to a class/community/module. This function % aggregates the ...
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MATLAB
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sizeV1=800; sizeV2=200; sizeV3=500; V1coords=rand(sizeV1,3); V2coords=rand(sizeV2,3)+ones(sizeV2,1)*[1,0,0]; V3coords=rand(sizeV3,3)+ones(sizeV3,1)*[2,0,0]; powV1=sort(rand(sizeV1,1)); powV2=sort(rand(sizeV2,1)); powV3=sort(rand(sizeV3,1)); k=10; f=@(distance,power) power./(1+exp(-k.*distance+k/2)); distsV12=pdist2...
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MATLAB
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function varargout = process_nst_extract_sensitivity_from_head_model_om( varargin ) % @============================================================================= % This software is part of the Brainstorm software: % http://neuroimage.usc.edu/brainstorm % % Copyright (c)2000-2013 Brainstorm by the University of Sou...
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MATLAB
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classdef MultiContrast < nla.edge.result.Base properties contrastNames %cell array of names of each contrast contrastValues % m x p matrix. Each row is the vector of values for one contrast contrastResultsMap % containers.Map object that stores each contrast with the key of its name ...
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MATLAB
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function W = threshold_proportional(W, p) %THRESHOLD_PROPORTIONAL Proportional thresholding % % W_thr = threshold_proportional(W, p); % % This function "thresholds" the connectivity matrix by preserving a % proportion p (0<p<1) of the strongest weights. All other weights, and % all weights on the mai...
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MATLAB
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%PDF2EPS Convert a pdf file to eps format using pdftops % % Examples: % pdf2eps source dest % % This function converts a pdf file to eps format. % % This function requires that you have pdftops, from the Xpdf suite of % functions, installed on your system. This can be downloaded from: % http://xpdfreader.co...
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MATLAB
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function XYT = localfitt(x,y,t,winx,winy,wint,how_many,MINt,MAXt) % function XYT=localfit(x,y,t,winx,winy,wint,how_many,MINt,MAXt) % Use local fits to get velocity % Parameters % x,y,t: locations of activity in space and time % win: size of region to fit (x, y, and t) % how_many: number of points needed for g...
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MATLAB
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function pno = mipp_pnam_convert(pni, mode) if nargin < 2 mode = 1; end switch mode case 0 % QTI switch pni case 's0' pno = '\it{S}\rm{_0}'; case 'D' pno = '{\itD}'; case 'Vi' pno = '{\itV}\rm{_i}'; cas...
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MATLAB
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function [isrc, idet, measure, channel_type] = nst_unformat_channel(channel_label, warn_bad_channel) % NST_UNFORMAT_CHANNEL extract source, dectector and measure information from channel label. % % [ISRC, IDET, MEAS, CHAN_TYPE] = NST_UNFORMAT_CHANNEL(CHANNEL_LABEL) % CHANNEL_LABEL (str): % formatted ...
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MATLAB
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classdef Heteroskedastic < nla.helpers.stdError.AbstractSwEStdErrStrategy properties (SetAccess = protected) REQUIRES_GROUP = true; end methods function contrastStdErr = calculate(obj, sweStdErrInput) FORCE_USE_FAST_ALGO = true; if FORCE_USE_FAST_ALGO ...
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MATLAB
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function data_load = load_stack_tiff_file_STORM() [file_name,path] = uigetfile({'*.tif';'*.tiff'},'Select TIFF File(s)','MultiSelect','on'); if isequal(file_name,0) data_load=[]; else file_name=cellstr(file_name); input_values = inputdlg({'steps'},'',1,{'100'}); if isempty(input_values)==1 ...
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MATLAB
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function [ Z_corr_a, Z_corr_b ] = MatchZ_corr_coeff( dT, dZ, GapsAllowed ) %MATCHZ_CORR_PARAMS % Match the closest a,b coefficients for the Z-correction. % Use kd-tree to efficiently search the 2-dimensional space for the % coefficients for the Z-correction. % These coefficients were generated from Monte Carlo...
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MATLAB
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function [loc_assort_pos,loc_assort_neg] = local_assortativity_wu_sign(W) %LOCAL_ASSORTATIVITY_WU_SIGN Local Assortativity % % [loc_assort_pos,loc_assort_neg] = local_assortativity_wu_sign(W); % % Local Assortativity measures the extent to which nodes are connected to % nodes of similar strength (vs. higher o...
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MATLAB
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% Verify NIFTI header extension to make sure that each extension section % must be an integer multiple of 16 byte long that includes the first 8 % bytes of esize and ecode. If the length of extension section is not the % above mentioned case, edata should be padded with all 0. % % Usage: [ext, esize_total] = ...
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MATLAB
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function [IDs,ARA_LIST]=acronym2structureID(acronyms,ARA_LIST,quiet) % Convert a list of ARA (Allen Reference Atlas) acronyms to a vector of structure IDs % % function [IDs,ARA_LIST]=acronym2structureID(acronyms,ARA_LIST,quiet) % % Purpose % Each Allen Reference Atlas (ARA) brain area is associated with a unique ...
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MATLAB
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function [classes,size_classes] = shape_classification_iterative_clustering(classes,coefficient_of_variation,method) i = 0; while i<2 i = i+1; size_one = size(classes,1); disp(['please wait...',num2str(size_one)]) [classes,size_classes{i}] = classify_iter(classes,coefficient_of_variation,method); ...
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MATLAB
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%% Generation of CFTd surrogates - useful to test the PDC - VERSION FOR STRICTLY CAUSAL MVAR MODEL %%% ABSENCE OF DIRECT CAUSALITY FROM yj TO yi - Aij coefficients are forced to zero % Note: the length of the series should be not be odd %%% input: % Y, M*N matrix of time series (each time series is in a row) % A...
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MATLAB
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function fnl = mipp_run_preprocess(maindir, srchstr) fnl = find_files_under_folder([maindir filesep srchstr], 1, 'detail'); disp(['Found ' num2str(numel(fnl)) ' files to process.']) opt = mdm_opt; opt.mio.coreg.assume_las = 0; for i = 1:numel(fnl) try this_nii = fnl{i}; this_dir = msf_fileparts...
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MATLAB
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function [comps,comp_sizes] = get_components(adj) % GET_COMPONENTS Connected components % % [comps,comp_sizes] = get_components(adj); % % Returns the components of an undirected graph specified by the binary and % undirected adjacency matrix adj. Components and their constitutent nodes are % assigned t...
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MATLAB
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function blinks_combined(pp) %combines detected blinks by EEG?ICA and eye tracker. Prioritizes %eye-tracker, uses EEG when eye tracker data is bad. sj=['S' num2str(pp)]; load(['/project/3018037.01/Experiment3.2_ERC/AnalysisFolder/subjectData/' sj '/6_EEG/blinks_ICA.mat']); if pp>52 nb_eeg=no_blinks; clear no_bli...
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MATLAB
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% use random seed rng(42) % setup n_trials = 180; n_cond = 2; n_voxel = 250; left = randn(n_voxel, 1); right = randn(n_voxel, 1); common = randn(n_voxel, 1); layers = rand(n_voxel, 1); % new raw data new_signal = @(cond) randn(n_voxel, 1) + common + left * cond + right * abs(cond - 1); % functions used regress_...
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MATLAB
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function [EC,ec,degij] = edge_nei_overlap_bd(CIJ) % EDGE_NEI_OVERLAP_BD Overlap amongst neighbors of two adjacent nodes % % [EC,ec,degij] = edge_nei_bd(CIJ); % % This function determines the neighbors of two nodes that are linked by % an edge, and then computes their overlap. Connection matrix must be...
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MATLAB
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function BCCT_CaSCN_GUI CaSCN.fig = figure('unit','norm',... 'pos',[0.4,0.4,0.3,0.2],... 'menubar','none',... 'Name','Causal network of Structural Covariance Connectivity(CaSCN)'); CaSCN.Mappb = uicontrol('unit','norm',... 'pos',[0.125,0.3,0.15,0.4],'style','pushbutton','string','Map(Volume)'); ...
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MATLAB
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%% read d=xlsread('X:\Elite\LARS\2013\April\T Slordahl\Multiconsensus from 3 ReportsMH.xlsx') p0=xlsread('X:\Elite\LARS\2013\mars\tobias\Multiconsensus from 3 Reports 0t MH.xlsx') p5=xlsread('X:\Elite\LARS\2013\April\T Slordahl\Multiconsensus from 3 Reports 5t MH.xlsx') p12=xlsread('X:\Elite\LARS\2013\April\T Slord...
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MATLAB
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function [pair_chan_indexes, pair_sd_ids] = nst_get_pair_indexes_from_names(channel_labels) % NST_GET_PAIR_INDEXES_FROM_NAMES groups channels by optode pair % % [PAIR_CHAN_INDEXES, PAIR_SD_IDS] = NST_GET_PAIR_INDEXES_FROM_NAMES(CHANNEL_LABELS) % CHANNEL_LABELS (cell array of str): % each str is forma...
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MATLAB
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function nst_bst_set_template_anatomy(template_name, iSubject, confirm_download) %NST_BST_SET_TEMPLATE_ANATOMY Use given template to set the anatomy. % Set the anatomy of the given subject (default is 0) to the given % Nirstorm template, for the currently loaded brainstorm protocol. % % WARNING: It does not hand...
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MATLAB
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function scaleSelector(src, bounds, plot_figure, parameters, chord_type, callback_function) original_figure = src.Parent.Parent; modal = figure('WindowStyle', 'normal', 'Units', 'pixels', 'Position',... [original_figure.Position(1), original_figure.Position(2), original_figure.Position(3) / 3, original_...
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MATLAB
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function [CIJkcore,kn,peelorder,peellevel] = kcore_bu(CIJ,k) %KCORE_BU K-core % % [CIJkcore,kn,peelorder,peellevel] = kcore_bu(CIJ,k); % % The k-core is the largest subnetwork comprising nodes of degree at % least k. This function computes the k-core for a given binary % undirected connection matrix by re...
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MATLAB
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function [MI, H, P1, P2, P12] = Mutual_Information_Labels(S1, S2) % FUNCTION [MI, H, P1, P2, P12] = Mutual_Information_Labels(S1, S2) % This function takes as input two sequences of integer labels S1 and S2 % (should have the same length) and returns as main output the Shannon mutual % information between the two sequ...
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MATLAB
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function T=transitivity_bd(A) %TRANSITIVITY_BD Transitivity % % T = transitivity_bd(A); % % Transitivity is the ratio of 'triangles to triplets' in the network. % (A classical version of the clustering coefficient). % % Input: A binary directed connection matrix % % Output: T ...
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MATLAB
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%% Fig 3I - dF/Fmax distribution early vs late if ~exist('DATA_ROOT','var'), run(fullfile(pwd, 'matlab', 'config.m')); end load(fullfile(DATA_ROOT, 'fig3def_plot_data.mat')); % Pool all data points from weeks 0-1 and weeks 3-4 earlyVals = reshape(mergedDFF(:,1:2), 1, []); earlyVals = earlyVals(isfinite(earlyVals)); l...
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MATLAB
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function [distance,branch] = breadth(CIJ,source) %BREADTH Auxiliary function for breadthdist.m % % [distance,branch] = breadth(CIJ,source); % % Implementation of breadth-first search. % % Input: CIJ, binary (directed/undirected) connection matrix % source, source verte...
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MATLAB
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function vor = loc_list_construct_voronoi_structure(x,y,counter) data_to_unique(:,1) = x; data_to_unique(:,2) = y; data_to_unique = unique(data_to_unique,'rows'); x = data_to_unique(:,1); y = data_to_unique(:,2); f = waitbar(0,['Constructing Delauny Tirangle...',num2str(counter(1)),'/',num2str(counter(2))]); d...
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function [CIJkcore,kn,peelorder,peellevel] = kcore_bd(CIJ,k) %KCORE_BD K-core % % [CIJkcore,kn,peelorder,peellevel] = kcore_bd(CIJ,k); % % The k-core is the largest subnetwork comprising nodes of degree at % least k. This function computes the k-core for a given binary directed % connection matrix by recu...
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function [MATreordered,MATindices,MATcost] = reorderMAT(MAT,H,cost) %REORDERMAT Reorder matrix for visualization % % [MATreordered,MATindices,MATcost] = reorderMAT(MAT,H,cost); % % This function reorders the connectivity matrix in order to place more % edges closer to the diagonal. This often helps ...
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MATLAB
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function T=transitivity_wd(W) %TRANSITIVITY_WD Transitivity % % T = transitivity_wd(W); % % Transitivity is the ratio of 'triangles to triplets' in the network. % (A classical version of the clustering coefficient). % % Input: W weighted directed connection matrix % % Output: T ...
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MATLAB
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function clusters = NND_cluster(clusters) number_of_clusters = length(clusters.clusters_areas); clusters_center = clusters.clusters_centers; if number_of_clusters>2 dt = delaunayTriangulation(clusters_center(:,1),clusters_center(:,2)); connectivity_list = dt.ConnectivityList; attached_triangles = vert...
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MATLAB
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function [map]=fluo_map(framerate,maskedimage,imagestack,tfilt,avbeat) % function for map showing signal levels across tissue % Chris O'Shea and Ting Yue Yu, University of Birmingham % Maintained by Chris O'Shea - Email CXO531@bham.ac.uk for any queries % Release Date - % For licence information, Please see ...
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MATLAB
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function [file_names, file_data_types] = nst_get_bst_func_files(subject_name, condition_name, item_name, data_types, protocol_name, sStudy) file_names = {}; file_data_types = {}; if nargin < 4 data_types = nst_get_bst_data_fields(); else if ischar(data_types) data_types = {data_types}; end end if...
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function shape_classification_pca_analysis(data) parameters = data.classes(:,2); parameters = vertcat(parameters{:}); parameters = zscore(parameters); pairwise_correlatioin = corr(parameters,parameters); figure() set(gcf,'color','w') imagesc(pairwise_correlatioin); xlabel('Parameters') ylabel('Parameters') ...
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MATLAB
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function BC=betweenness_bin(G) %BETWEENNESS_BIN Node betweenness centrality % % BC = betweenness_bin(A); % % Node betweenness centrality is the fraction of all shortest paths in % the network that contain a given node. Nodes with high values of % betweenness centrality participate in a large number ...
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MATLAB
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function [data_filter,data_filter_below] = loc_list_clusters_filter_random_selection(data) answer = inputdlg({'Enter Number of Clusters to Randomly Select:'},'Input',[1 50],{'1000'}); if isempty(answer)~=1 N = str2double(answer{1}); f = waitbar(0,'Filtering Based on Number of Locs...'); for i=1:length(...
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MATLAB
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function [x2ycoef,y2xcoef,x2y_T,y2x_T,dfx2y,dfy2x] = gca_coef_sub(AROITimeCourse,ABrain4D,i,theCovariables,Order,nDim4) xsig = AROITimeCourse;ysig = ABrain4D(:,i); if std(ysig)~=0 Y_TimeCourse = ABrain4D(:,i); for k = 1:Order,%set order AX(:,k)=AROITimeCourse(k:nDim4-Order+k-1); BY(:,k)=Y_Time...
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MATLAB
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% This function returns the path to the DL+Direct output folder % If the path doesn't exist or the folder is empty, it will create the path % and run the algorithm. % The name of the folder is always: DLdirect_output function DLdirect_path = DLdirect(data_path,varargin) if nargin < 2 % No optional argumen...
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MATLAB
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function Plot_K_matrix(data_dir,save_dir,selectedK) % % Plot the centroids in matrix format % % INPUT: % data_dir directory where LEiDA results are stored % save_dir directory to save results for selected optimal K % selectedK K defined by the user % % OUTPUT: % .fig/.png Plot of centroids rendered in...
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MATLAB
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close all; clear vars; clc; pathdata='D:\Tanks\Feb 2022\'; pathout=fullfile('D:\L6b_Sleep\2022_JanFeb\OutputSignals24h\');mkdir(pathout); TOOLSPATH='C:\TDT\TDTMatlabSDK\TDTSDK\'; addpath(genpath(TOOLSPATH)); RESAMPATH='C:\Users\meije\Dropbox\Matlab_Scripts\'; addpath(genpath(RESAMPATH)); recordingdates='022...
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% Copyright 2016-2020 Biomedical Imaging Group Rotterdam, Departments of % Medical Informatics and Radiology, Erasmus MC, Rotterdam, The Netherlands % % Licensed under the Apache License, Version 2.0 (the "License"); % you may not use this file except in compliance with the License. % You may obtain a copy of the Licen...
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MATLAB
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function [indices] = resampling( weights, nParticles, alg ) % Narayan Subramaniyam, 07-2016 % narayan.subramaniyam@aalto.fi % License % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Software Foundation, ...
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MATLAB
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function [mesh_l, mesh_r] = anatToMesh(anat, ctx, view_pos) import nla.gfx.ViewPos nla.gfx.MeshType %ANATTOMESH generate cortex hemisphere mesh from anatomy % anat: anatomy struct, contained in cortex mesh files % ctx: MeshType value, what inflation level of mesh to use % view_pos: ViewPos va...
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MATLAB
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function loc_list_three_channel(data,scatter_size,scatter_num) if length(data)~=3 msgbox('Number of files selected should be equal to 3') else figure() set(gcf,'name','Montage Plot','NumberTitle','off','color',[0.1,0.1,0.1],'units','normalized','position',[0.15 0.2 0.7 0.6],'menubar','none','toolbar','...
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MATLAB
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function O = decoding(S) O = []; addpath('/projects/MINDLAB2017_MEG-LearningBach/scripts/MITDecodingToServer/Decoding') addpath('/projects/MINDLAB2017_MEG-LearningBach/scripts/MITDecodingToServer/Decoding/scilearnlab') addpath('/projects/MINDLAB2017_MEG-LearningBach/scripts/MITDecodingToServer/Decoding/scilearnlab/ex...
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MATLAB
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function append_tag(data_dir,info_file,tag_col,save_dir) % % Example script to append the condition tag of each participant to the % filename to % enable running the script LEiDA_Start. % % INPUT: % data_dir directory where data files are stored % info_file path to file with the phenotypic data from each subje...
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MATLAB
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classdef PrefixMatrixTest < matlab.unittest.TestCase properties tmp_dir end methods(TestMethodSetup) function setup(testCase) tmpd = tempname; mkdir(tmpd); testCase.tmp_dir = tmpd; utest_bst_setup(); end end meth...
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MATLAB
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function loc_list_voronoi_plot(data) answer = inputdlg({'Down Sample Size:'},'Input',[1 50],{'100000'}); if isempty(answer)~=1 down_sample_size = str2double(answer{1}); x = data.x_data; y = data.y_data; data_to_unique(:,1) = x; data_to_unique(:,2) = y; data_to_unique = unique(data_...
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MATLAB
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if ~(exist('mainpath','var') && exist('thisSubject','var')) clearvars % current working directory needs to be /path/to/scripts mainpath = pwd; thisSubject = 'S1'; else clearvars -except mainpath thisSubject end addpath([mainpath filesep 'fmriRegAnalysis']) addpath([mainpath filesep 'toolboxes' file...
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MATLAB
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function betas = e_fmri_betas_feature_signal(parameters, delete_files) %% betas = d_betas_feature_signal(mainpath, subject, delete_files) %mainpath = '/project/3018037.01/Experiment3.2_ERC/AnalysisFolder/scripts/scriptTemplates/..'; tc_struct2ws('caller', parameters.main); %% parameters tc_struct2ws('caller', paramete...
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MATLAB
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function [state, params, LL_complete] = demo_saem_meg(Y, model) % Y is the MEG data (real or simulated from ECoG) % model struct contains % G - lead field matrix % included_verts - included source points % pnts_e - mesh points xyz in mm path_ = pwd; addpath(genpath(strcat(path_,'/joint_est'))); %scalin...
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MATLAB
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function s=mtimes(m1,m2) if (~isa(m1,'term') && ~isa(m1,'random') && numel(m1)>1) || ... (~isa(m2,'term') && ~isa(m2,'random') && numel(m2)>1) warning('If you don''t convert vectors to terms you can get unexpected results :-(') end if ~isa(m1,'random') m1=random([],m1,[],inputname(1)); end if ~isa...
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MATLAB
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function [thr_max] = find_threshold(Time_freqx,Time_freqy,Time_freqz,timeVec,freqVec,t_pre,t_basel_on,t_basel_off); %%% Time_freqx structure, with size 1 x number of trials; Time_freqx.B %%% contains the TFR time x frequency along the x direction of the vector source activity %%% Time_freqy structure, wi...
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MATLAB
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function[A,F] = DFA_fun(data,pts,order) % ----------------------------------------------------- % DESCRIPTION: % Function for the DFA analysis. % INPUTS: % data: a one-dimensional data vector. % pts: sizes of the windows/bins at which to evaluate the fluctuation % order: (optional) order of the polynomial for the loca...
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MATLAB
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function [lmse,msd] = run_LFA(data_ts,n_lag, exp_var_lim) %RUN_LFA Summary of this function goes here % Detailed explanation goes here % % % Input: % data_ts = 3d matrix(double); variable x time x subj/trial/run % % n_lag = Number of future timepoints to predict (scalar int) % % exp_var_lim = percentage of expl...
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MATLAB
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function Histo = BuildSpeedHistogram(Speeds,color) % FUNCTION [BinCenters, BinCounts, BinCounts_low, Bincounts_high] = BuildSpeedHistogram(Speeds, Bins, plotting) % This function takes as compulsory input: Speeds, a temporally ordered or % disordered time-serie of dFC_Speeds and constructs an histogram of the speed % ...
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MATLAB
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function [data_filter_above,data_filter_below] = loc_list_clusters_filter_area(data) answer = inputdlg({'Enter Minimum Area per Cluster:'},'Input',[1 50],{'0.2'}); if isempty(answer)~=1 min_area = str2double(answer{1}); f = waitbar(0,'Filtering Based On Area...'); for i=1:length(data) ...
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MATLAB
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function [Y, GT, sigma_meas] = simu_meg_from_ecog(model, meas_snr, bio_snr) % subs array path = '/m/nbe/scratch/braintrack/net_neurosc_codes'; addpath(strcat(path, '/EcoG_simu')); addpath(strcat(path,'/external/mvar_functions')) addpath(strcat(path, '/external/mvar_functions/external/arfit')) addpath(strcat(path,'/mi...
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MATLAB
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function loc_list_delauny_segmentation(data) answer = inputdlg({'maximum number of localizations for down sampling'},'Input',1,{'1000'}); if isempty(answer)~=1 num_points = str2double(answer{1}); for i=1:length(data) m = length(data{i}.x_data); data_sample(:,1) = data{i}.x_data; ...
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MATLAB
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function [CIJ] = makeevenCIJ(N,K,sz_cl) %MAKEEVENCIJ Synthetic modular small-world network % % CIJ = makeevenCIJ(N,K,sz_cl); % % This function generates a random, directed network with a specified % number of fully connected modules linked together by evenly distributed % remaining random connections. ...
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MATLAB
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function [v, a, Ter] = tc_ez_diffusion(pc, mrt, vrt, s) if nargin < 4 || isempty(s), s = 0.1; end % make sure inputs are column vectors for consistent broadcasting pc = pc(:); mrt = mrt(:); vrt = vrt(:); % check sizes n = numel(pc); if ~(numel(mrt)==n && numel(vrt)==n) error('pc, mrt and vrt must have the same n...
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MATLAB
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function PlotSelectedNonPerm(inArg) % inArg will be a struct with 2 fields: % net_result is the net_result object selected by the user in the % NLA_Result window % test_method is the type of test (no_permutations, full_connectome, within_network_pair) % net pair) of the selected test. plot_...
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MATLAB
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clear variables addpath(genpath('/Volumes/Samsung_T5/Milan_DA/OS_ephys_da/CorticoHippocampal')) addpath ('/Volumes/Samsung_T5/Milan_DA/OS_ephys_da/ADRITOOLS') cd('/Volumes/Samsung_T5/Milan_DA/GCsd') rat_folder = getfolder; k = 8; cd(rat_folder{k}); path = cd; dinfo = dir(path); dinfo = {dinfo.name}; dinfo(1) = []; din...
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MATLAB
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function [ Y, Yav ] = SurfStatNorm( Y, mask, subdiv ); %Normalizes by subtracting the global mean, or dividing by it. % % Usage: [ Y, Yav ] = SurfStatNorm( Y [,mask [,subdiv ] ] ); % % Y = n x v matrix or n x v x k array of data, v=#vertices, % or memory map of same. % mask = 1 x v logical vec...
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MATLAB
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function jds_rippleRateSleepState(animalprefixlist) %JDS_RIPPLERATESLEEPSTATE Compare cortical ripple rates in NREM vs REM. % jds_rippleRateSleepState(animalprefixlist) computes the cortical ripple % rate (events/s) within NREM and REM for each sleep epoch, compares the % two states (rank-sum), and plots a boxplo...
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MATLAB
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%% load files % Loading PD-1.tif [PD1_file, PD1_path] = uigetfile('*.tif'); % PD-1_1.tif tiffread(PD1_file) PD1 = ans.data; clear ans % Loading masking file [neuron_file, neuron_path] = uigetfile('*.tif'); % Neuron_1.tif tiffread(neuron_file) neuron = ans.data; clear ans [microglia_file, microglia_p...
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MATLAB
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%% Generation of CFTd surrogates - useful to test the PDC - VERSION FOR EXTENDED MVAR MODEL! %%% ABSENCE OF DIRECT CAUSALITY FROM yj TO yi - Bij coefficients are forced to zero % Note: the length of the series should be not be odd %%% input: % Y, M*N matrix of time series (each time series is in a row) % Bm: ext...
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MATLAB
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function sFile = nst_save_table_in_bst(t, subject_name, condition, comment, extra, displayUnits) % Save a table as a matrix brainstorm item: % Field Std is not used % Fields Time and Description are not used because their interpretation by % brainstorm is not straightfoward. % Description sometimes refer to row...
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MATLAB
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function [typSpeed, Speeds] = dFC_Speeds(dFCstream, vstep) % FUNCTION [typSpeed, Speeds] = dFC_Speeds(dFCstream, vstep) % takes dFCstream ('2D' or '3D') generated by TS2dFCstream function and vstep % as input, telling the distance in terms of stream steps over which to % compute a speed of variation (via correlation d...
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function MFPT = mean_first_passage_time(adj) % MEAN_FIRST_PASSAGE_TIME Mean first passage time % % MFPT = mean_first_passage_time(adj) % % The first passage time (MFPT) from i to j is the expected number of % steps it takes a random walker starting at node i to arrive for the % first time at node j. T...
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MATLAB
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clear;clc;close all %-------------input parameters for voronoi tesselation--------------% minimum_number_of_cells_per_cluster = 5; %voronoi-cells will be identified as clusters if at leat M-many cells are connected clear;clc;close all [file_name,path] = uigetfile('*.bin','Select .txt File(s)','MultiSelect','on'); ...
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classdef nst_math_WelfordVariance < handle properties (SetAccess = private) Count = 0 % Total number of matrix samples processed N = 0 % Expected total number of sample Mean % Matrix of running means [M x N] end properties (Access = private) M2 ...
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MATLAB
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function [P_singlesub] = computing_morletwavelet(freqq, delta_f, path, indexes, compp, srate,baseline, norm) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Calls the function morlet_transform_singlesub and compute the transform % for each subject. % % INPUT: % -freqq = (array) all the fr...
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MATLAB
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function G = surface_to_graph(S,distance,mask,removeDegreeZero) % SURFACE_TO_GRAPH Converts a surface to a graph. % % G = SURFACE_TO_GRAPH(S,distance) converts surface % S into graph G. Distance can either be "mesh", where edge lengths are 1 % if a connection exists and 0 otherwise, or "geodesic", where edge % ...