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d16027ab9a31675871312f207503c5dc1463eace8e31852b25d03316d2b7c9a2
MATLAB
2,564
57
function firDesignMat = converTaskTimingToFIRDesignMat(taskDesignMat,firLag) %Taku Ito (02/19/2018) %Takes in a timepoint x task regressor matrix (task design matrix filled with 1s and 0s), and returns a design matrix for FIR regression % %PARAMETERS: % %taskDesignMat - timepoint x t...
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MATLAB
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66
% ************************************************************************* % * Test program for calculating popular phase related quantities, i.e. * % * Phase Shift (PS), Phase Lock (PL), Phase Reset (PR) and Instantaneous * % * Frequency (IF) in SINGLE-Channel mode. Refer to the User Guide for * % * further deta...
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MATLAB
2,565
47
%----------------------------------------------------------------------- % Job PART2 % spm SPM - SPM12 (7771) % cfg_basicio BasicIO - Unknown %----------------------------------------------------------------------- %% matlabbatch{1}.spm.spatial.preproc.channel.vols = { XXX_1_XXX ...
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MATLAB
2,566
89
[cols,alpha] = chooseColors; this_cols{1} = cols(3,:); % t2xy vs. t2y this_cols{2} = cols(4,:); % t2xy vs. t1x td_accs = td_accs(:,[2 1],:); %% plot mean acc over time for using all 5 dims % custom plot of CIs. color CIs and make violin gray temp_mean = []; for config = 1:2 dc_means = cellfun(@(x) squeeze(mean(x...
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MATLAB
2,569
107
clear clc close all load('D:\Data\LSM\Preprocessed\Clean\Waves\Sleep\P15_Sleep_NightPre_Welch.mat') Data = EEG.data; SampleRate = EEG.srate; WelchWindowLength = 4; WelchOverlap = 0.5; SmoothSpan = 2; % calculate power % [EpochPower, Frequencies] = oscip.compute_power_on_epochs(Data, ... % SampleRate, EpochLength...
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MATLAB
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92
function [x_SAVE, y_SAVE, eb_SAVE] = entiresessionPlotFormatV2(DataAVG,Dts,varnamesDATA,setupParam,TrialParam,allTrials) % Setup group info (if there are groups) allTrialsID = allTrials.ID; if setupParam.CompareGroups == 1 % GroupParam = TrialParam.GroupParam; groupnames1 = fieldnames(allTrialsID); group...
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MATLAB
2,571
63
function densities(h,data) %% Draw energy density and volume density per hyperstructure, in bar plot % autocorrelatemap() and crosscorrelatemaps() depend on this function. load('structures','groups'); t = {'Normalized Energy Density','Normalized Volume Density'}; no = length(data.exp_id); % Number of experiments...
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MATLAB
2,572
94
function [d,A] = kshortestpaths(L,K,source,target,trim) %% Calculate K shortest paths (KSPs) in a graph using Yen's algorithm. % https://en.wikipedia.org/wiki/Yen%27s_algorithm % % [d,A] = kshortestpaths(L,K,source,target) % % Input: % L: length matrix (e.g. dot inverse of adjacency matrix, uni- or % bilatera...
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MATLAB
2,574
101
function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency_bu(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs efficie...
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MATLAB
2,577
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function ap = absPath(pathname, basedir) %ABSPATH Get the absolute path of pathname (file or directory) % Returns empty str if pathname can't be found if nargin < 2 || ~exist(basedir, 'dir') basedir = pwd(); elseif ~isAbsPath(basedir) basedir = fullfile(pwd(), basedir); end if...
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MATLAB
2,578
76
function [spikes] = readTfile(filepath) %[header, spikes] = readTfile('C:\CheetahData\2008-11-6_18-7-10\Sc7_SS_01.t') % slCharacterEncoding('US-ASCII') % slCharacterEncoding('Shift_JIS') % filepath='C:\Users\kit\Desktop\2008-9-25_20-28-25\Sc1_SS_01.t'; % filepath='C:\Users\kit\Documents\MATLABoriginal\Sc2_03.t'; ...
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MATLAB
2,578
91
if (ispc) kDatasetFolder = 'C:/Users/sergeyd/Workspaces/SVHN/data'; else kDatasetFolder = '/media/sergeyd/OS/Users/sergeyd/Workspaces/SVHN/data'; end; %load(fullfile(kDatasetFolder, 'svhn.mat'), 'TrainX'); %ds = TrainX; %load(fullfile(kDatasetFolder, 'svhn.mat'), 'TestX'); %ds = TestX; t = 3; if (t == 1) ...
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MATLAB
2,579
106
% Copyright (c) 2008-2026 the MRtrix3 contributors. % % This Source Code Form is subject to the terms of the Mozilla Public % License, v. 2.0. If a copy of the MPL was not distributed with this % file, You can obtain one at http://mozilla.org/MPL/2.0/. % % Covered Software is provided under this License on an "as is" %...
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MATLAB
2,579
40
constants; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Vehicles - same growth GompExp %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Model_vehicle1.model = @(param, time, resection_time) model_burden_nb_PT(... % param: mu, alpha, beta [param(...
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MATLAB
2,579
77
function [ lfp_threshold ] = ripple_detection_determine_threshold( amp_st_cell, rm_duration ) % Usage: % [ lfp_threshold ] = ripple_detection_determine_thrashold( amp_st_cell, rm_duration ) % Input: % amp_st_cell amp_st in ripple_detection_preprocess return value in cell array % rm_duration Period of...
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MATLAB
2,580
58
function MakeMultimerProb20160526 %‘“–‚½‚è‚Å100000‰ñ‚Æ‚©‘½—ʑ̔äŠr‚ð‚µ‚ÄA‚»‚̃yƒA‚ªŒ‹‡‚ðì‚éŠm—¦‚ðŽZo‚·‚éí–@ % %”zü‚Ì•û–@@C % %‘ŠŒÝ”Fޝ‚̉ñ”‚ÅŽw’è‚·‚éê‡AC=0A×–EƒyƒA‚ ‚½‚è‚̉ñ”‚ðMatching‚ÅŽw’èB % %Œ‹‡”‚ðŽw’è‚·‚éê‡AC=1A–{”‚ÍConnections‚ÅŽw’èB‘½d•Ó‚ð‚·‚×‚ÄƒJƒEƒ“ƒg‚·‚éB % %Œ‹‡×–E‚ÌŠ„‡‚ð...
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MATLAB
2,582
70
% Copyright 2024 Eelke Spaak, Donders Institute. % See https://github.com/Spaak/rift-phase-and-visibility for readme/license. % Belongs with: % Spaak, E., Bouwkamp, F. G., & de Lange, F. P. (2024). Perceptual foundation and extension % to phase tagging for rapid invisible frequency tagging (RIFT). Imaging Neuroscie...
ba308fd6e372471bd73e3d3090a9fea6eb829834dcfa90f75f213a77d04f47b6
MATLAB
2,584
84
close all clc clear results = load('J:\ECGData\Arrhythmia\AllDataSmootherResultsArrhythmia01_Backup.txt'); snr_list = 30 : -3: -12; snr = results(:, 7); snr0 = results(:, 8); snrimp1 = results(:, 9); snrimp2 = results(:, 10); snrimp3 = results(:, 11); optparam = results(:, 12); snrimp1_mean = zeros(1, length(snr_lis...
179501bdb37a57bb68c9396cdab799b546f42932051f75edc38de86bf44bafa2
MATLAB
2,586
54
function arr = Rect_Scan(im,Step_Parameters,Parameters1); % 1---------2 % | | ------> % 4---------3 % Step_Parameters.Step_Coordinates is the rotation origin coordinates (x,y). % a is angle of the vector (in degrees). The rotation will be around this angle. % All the variables are in degrees or micrometers. ...
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MATLAB
2,588
73
function davg = spmup_comp_dist2surf(anat,c1,c2) % Compute the average surface to the brain. Will return a default value of % 50 mm if this fails. % % Adapted from motion finger print functions and script (mw_mfp.m) from Marko Wilke % https://www.medizin.uni-tuebingen.de/kinder/en/research/neuroimaging/software/ % see...
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MATLAB
2,592
115
function fi=change_exam_number(fi) cur_suj_name = fi(1).sujet_name; ns=1; exa = fi(1).examnumber; exanum = str2num(exa(2)); fi(1).examnumber='E1N1'; fi(1).sujet_name(1:19)=''; for k=2:length(fi) exa = fi(k).examnumber; exanum = str2num(exa(2)); if strcmp(fi(k).sujet_name,cur_suj_name) ns=ns+1; ...
76a545d69ea33e8923e916d998ffaff1accaba088f581b3a7bbb5a53211f899a
MATLAB
2,594
62
function [P_observ_cond_to_state,P_observ_cond_to_state_comp] = gmm_pdf( P_all , mu_all , sigma_all , observations_time_series , state_numbers , dimension_numbers_index , num_gmm_component ) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %this function work for diogonal covariance matrices %%%%%%...
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MATLAB
2,600
66
function [e, n] = adaptive_filter_multi_lag(x, mindelay, maxdelay, taps, mu) % adaptive_filter_multi_lag - Adaptive Noise-Canceller/Line-Enhancer with variable delay line length. % % Syntax: [e, n] = adaptive_filter_multi_lag(x, mindelay, maxdelay, taps, mu) % % Inputs: % x: Input signal. % mindelay: Minimum...
c7ce1b60daaf64b53484bad7f41a7fe9e9635439bb8ce69da3a77e487aa816c1
MATLAB
2,603
74
function [LengthThresh]=mnl_EvaluateFragmentsColourConsistency5(FragmentValues,ColourConsistencyThreshold) % Attempt to explore how consistent the colour is for a trace. % %Inputs % FragmentValues - Structure created by mnl_SplitTracesIntoFragments % %Outputs % LengthThresh - The length at which the colour is sufficien...
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MATLAB
2,604
59
function [rewYes, rewNo, lickNew] = extractRewardedTrials(rewDelivery, lick, varargin) %Extract index for rewarded and non-rewarded trials based on whether animal %licked within specified window % % [rewYes, rewNo, lickNew] = extractRewardedTrials(rewDelivery, lick) % [rewYes, rewNo, lickNew] = extractRewarded...
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MATLAB
2,605
64
% Matlab function that is applying the QT detector over signals retrieved % in CSV form and saves the results in CSV as well. clear all; close all; clc %------------------------ %method = 'WaveFilt' % method = 'GPFiltPrio' method = 'GPFiltPost' %------------------------ % Read the GP filtered signals from the csv fil...
406ae3fae9c976c18dc2ed1316eb818bde3714316274b7becf183c54323e91c9
MATLAB
2,605
127
function [y1handle, y2handle, h] = fill_between(x, y1, y2, where, varargin) % function originally written by Ben Vincent, July 2014. Inspired by a % function of the same name available in the Matplotlib Python library. % Save current axes so it can't change during runtime ca = gca; % Check hold status so we can retur...
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MATLAB
2,606
42
function Categories_Filter_Lables(GUI_Parameters) if(GUI_Parameters.General.View_Category_Type == 2) % Vertices plot. Vertices_Angles_Strings = {'[1,1,1.5]' ; '[1,1,2]' ; '[1.5,1.5,2]' ; '[2,2,2.5]' ; '[2,2,3]' ; '[2,3,3]' ; '[2,3,3.5]' ; ... '[2,3,4]' ; '[2,3.5,4]' ; '[2,4,4]' ; '[3,3,4]' ; '[3,3.5,4]'...
1978c5dce9ce7f7a04bcd4554828aacb76d48f5d375eca3b9a537d4b233e02c4
MATLAB
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79
function perturb_hopf_syncbynode_UWS(node) load Modelling_Workspace_UWS.mat P2emp=nanmean(P2emp); PERTURB=0:0.01:0.2; %% This is synchronisation protocol we= 0.04; %% Insert here G value from optimal UWS model fitting ITER=10; N=214; a=-0.02*ones(N,2); C=squeeze(Coptim(find(abs(WE-we)<0.0001),:,:)); ...
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MATLAB
2,606
91
function rr = rrprocess(n, hrmean, lfhfratio, hrstd, sfrr, flo, fhi, flostd, fhistd) % rr = rrprocess(n, hrmean, lfhfratio, hrstd, sfrr, flo, fhi, flostd, fhistd); % N: approximate number of heart beats [256] % hrmean: Mean heart rate [60 beats per minute] % hrstd: Standard deviation of heart rate [1 beat per minut...
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MATLAB
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73
% Copyright 2024 Eelke Spaak, Donders Institute. % See https://github.com/Spaak/rift-phase-and-visibility for readme/license. % Belongs with: % Spaak, E., Bouwkamp, F. G., & de Lange, F. P. (2024). Perceptual foundation and extension % to phase tagging for rapid invisible frequency tagging (RIFT). Imaging Neuroscience,...
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MATLAB
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117
% Sample code for active noise cancellation % % Reza Sameni (C) % Email: rsameni@shirazu.ac.ir % Web: www.sameni.info % % Created October 2004 % Modified June 2018 clear; close all; clc % audio signals % load SampleSpeech10kHz % fs = 10000; % Sampling rate of speeches (s1 and s2) is 10kHz. % fetal E...
307a4618c79a959af33a7294bf12ecdc7590991f7b58c4892a6fc62ce471bddf
MATLAB
2,609
59
% Sample code for two stage matched filter peak detector and rule based % correction % % Fahimeh Jamshidian Tehrani % Email: jamshidian.t@cse.shirazu.ac.ir, fahimeh.jt@gmaill.com % % Created March 2018 % % Open Source ECG Toolbox, version 1.0, November 2006 % Released under the GNU General Public License % Copyright (C...
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MATLAB
2,610
95
function [meanPerf, semPerf, pCorrect, cond, meanError, semError, confMatrix, Mdl_out] = doLDA(dataStruct, options) %% input args % datastruct is of format: struct(icondition).data(time,unit,trial) %% nConds = numel(dataStruct); nTrials = size(dataStruct(1).data,3); if options.kfold>=nTrials options.kfold=nTria...
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MATLAB
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116
clear all % this script contains code to reproduce Figure S7a-c, note that data for % reproduction of Figure S7c is saved in S3 Data %% load data % drag and drop corresponding file (S8 Data) %% data content description % D contains the region acronyms % I_anes contains segemented data from anesthetized...
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MATLAB
2,613
68
%% Function to create Venn diagrams for 2 Conditions % For change in cell activity % For active or inactive in conditoins % Input % R_Condition Cell of Raster Matrices % Names of Conditions: Experimental Conditions Cell String % UI asks for pair of conditions : CTRL vs EXP % Output % Set of Nuerons according...
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MATLAB
2,614
64
% Script to Process Calcium Fluorescence Signals (CSV records) % It detects Calcium Transients from CSV data of a single slice (EXPERIMENT) % Input (same directory): % Coordinates: % ALL (XY).csv Coordinates from 4th row x,y,r % or % ROIs (ImageJ file) % Fluorescence Data: % CONDITION_A.csv % ... % ...
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MATLAB
2,615
54
function GoStop20190322 global StartTime FinishTime fname SpikeUnits TurnMarkerTime OneTurnTime RPegTouchAll LPegTouchAll DrinkOnArray dpath3... MedPegTimeR MedPegTimeL RpegTimeArray LpegTimeArray RpegTouchall LpegTouchall WaterOnArrayOriginal WaterOffArrayOriginal... RpegTimeArray LpegTimeArray DrName UnitDataUnite...
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MATLAB
2,617
72
function entropy_res = entropy_analysis(app) %entropy_analysis Summary of this function goes here % Detailed explanation goes here channel_idx = find(strcmp(app.popup_entropy_signal.Value,app.popup_signal_spect.Items)); [data,ts,name, unit] = current_signal(app, channel_idx); data(:,2) = ts(1):ts(1):ts(2); tmp =fi...
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MATLAB
2,617
82
%% compare magnitude vector clear clc [file1, path] = uigetfile('all_magnitude_vector.mat'); cd(path) dataset1 = load(file1); dataset1 = dataset1.all_magnitude_vector; [file2, path] = uigetfile('all_magnitude_vector.mat'); cd(path) dataset2 = load(file2); dataset2 = dataset2.all_magnitude_vector; win_n...
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MATLAB
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56
function spikeData = extractFeatures(obj, spikeData) %EXTRACTFEATURES Extract features from filtered spike traces if obj.hCfg.useGPU S = gpuDevice(); end obj.hCfg.updateLog('extractFeatures', 'Extracting features', 1, 0); if obj.hCfg.nPeaksFeatures >= 1 % try to compute in GPU iff ...
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MATLAB
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84
function Stats = hedgesG(Data1, Data2, StatsP) % Data1 and Data2 are P x m x n matrices resulting in m x n stats matrices % with Hedge's g m x n matrix and confidence intervals m x n x 2. If only % Data1 is provided, then it should be a P x m matrix, and g values will be % calculated for every pairwise comparison Dims...
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MATLAB
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86
% plot clusters from all data file WITH IR clear clc ploting =1 ; window = 2; %(on, sus, off) sus_window = 650:1250; nd2reduce= [9;7;5]; %% [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = f...
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MATLAB
2,622
55
% This is a simple script which runs the control endocardial model for 100 % beats and plots membrane potential and calcium transient. %% Setting parameters clear % Param is the structure of model parameters that the user may wish to % change compared to default simulation. The full list is given in the % function O...
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MATLAB
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55
function GUI_Parameters_General = Update_Categories_Filter_Values(GUI_Parameters_General,ColorMap) % This function generates a column vector of the values and labels of the current selected categories. C = get(GUI_Parameters_General.Categories_Filter_Handles,'Value'); if(GUI_Parameters_General.View_Category_Type...
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MATLAB
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57
clear close all clc N = 10000; % number of noise ensembles M = 10; % number of samples in each random sampling batch sigma = 1.0; % the true noise std x = sigma * randn(1, N); % the noise ensembles with the selected STD Itr = 100; % number of times to randomly sample from the large random sample set nvar_est_ML = z...
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MATLAB
2,628
82
% Dsol0 is in units of uM % Dmem0, Rclus0 and Rdilute0 are in units of /um2! % Length scale h is in units of um (e.g. 0.001um) % time is in s it is either [T0 Tfinal] or an array of time pts. % % k in units of uM(-1)s(-1) %kb in s(-1) %VAratio is units of um %Add in a reaction where dynamin within the cluster rec...
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MATLAB
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74
function file_path_out = convert_mat_file(file_path_in) dot_idx = find (char(file_path_in)=='.',1,'last'); file_path_out = [file_path_in(1:dot_idx-1) '_tmp.mat' ]; file_in = load(file_path_in); file_meta.n_records = size(file_in.datastart,2); file_meta.n_channels = size(file_in.datastart,1); file_version = 1; for i = ...
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MATLAB
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39
clear cd D:\Canada_2020\CLSA clsa_base=readtable('D:\Canada_2020\CLSA\data\clsa_dru_bl_cog1.csv'); clsa_snps=readtable('D:\Canada_2020\CLSA\data\CLSA_dosage.csv'); clsa_snps(:,'ADM_GWAS3') = [];clsa_snps(30098:end,:) = []; clsa_base.CCC_HEART_COM(clsa_base.CCC_HEART_COM>3)=NaN;clsa_base.CCC_HBP_COM(clsa_base.CCC_HBP_C...
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MATLAB
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66
%% Plot percentage change in light-evoked firing rate across clusters clc clear cd 'I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\effect size\f5' PFC=readtable('magnitude_index_PFC.csv'); PHb=readtable('magnitude_index_PHb.csv'); PFC_m=100.*(PFC{:,2}); % percentage of firing rate change in th...
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MATLAB
2,633
66
function [ av_trials,err_trials,trans_data,trans_data_err,err_trials_full,trans_data_dr,tone_idx] = prepare_data_task_subspaces(p, traces, evs, bvs, tis, speed_control) %% calc scale factors per subject for sub = 1:p.nSubjects all_tr = cat(2,traces{sub,:}); vars(sub) = nanstd(all_tr(:)); e...
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MATLAB
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function [spikeTimes, spikeAmps, spikeSites] = detectPeaks(samplesIn, siteThresh, keepMe, hCfg) %DETECTPEAKS Detect peaks for each site samplesIn = jrclust.utils.tryGpuArray(samplesIn, hCfg.useGPU); nSites = size(samplesIn, 2); [spikesBySite, ampsBySite] = deal(cell(nSites, 1)); hCfg.updateLog('de...
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MATLAB
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function [peaks, peak_indexes] = peak_det_simple(x, ff, flag, varargin) % % peak_det_simple - A basic R-peak detector % % Syntax: [peaks, peak_indexes] = peak_det_simple(x, ff, flag, omit_close_peaks) % % Inputs: % x: Vector of input data % ff: Approximate ECG beat-rate in Hertz normalized by the sampli...
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MATLAB
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function plot_arrows_text_met(AX, resection_time, max_time) if ~exist('max_time', 'var') max_time = Inf; end font = 18; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Arrows on top of the plots %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% create_blank_sp...
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MATLAB
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function [out, eig1] = ir_nufft_dpswf1(varargin) %function [out, eig1] = ir_nufft_dpswf1(varargin) %| %| Compute discrete prolate spheroidal wave function (DPSWF) in 1D %| %| required %| 'J' # of filter taps %| 'N' signal length %| %| optional %| 'K' over-sampled FFT length (default: 2*N) %| 'M' midpoint (default N if...
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MATLAB
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clear all close all clc %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Load data and build models %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% import_data; build_models_met_PT; i_remove = [1:6, 34:55, 133:170]; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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for i=1:68 %Outcome=(thicknessFS(:,15) + thicknessFS(:,49))/2; % 6 40 entorhinal %15 49 hippo %28 62 sup front % Outcome=AD_ordered.x4282_2_0; Outcome=thicknessFS(:,i);Outcome=clean(Outcome, 4); ix= AD_ordered.eid==0 | ~strcmp(ancestries_ordered.pop,'EUR'); %isnan(whitebritish_ordered)| T=table(APOE, PHQ2, age...
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MATLAB
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% ************************************************************************* % * Test program for calculating popular phase related quantities, i.e. * % * Phase Shift (PS), Phase Lock (PL), Phase Reset (PR), Phase Difference * % * (PD) and Phase Difference Derivatives (PDV) in MULTI-Channel mode. * % * Refer to the...
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MATLAB
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function [tr,wave,intensity] = loadSpectrometerFile(file) labs = { 'Date: ', 'User: ', 'Spectrometer: ', 'Trigger mode: ', 'Integration Time (sec): ', 'Scans to average: ...
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MATLAB
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% Function to get frames in waves that are above or below % Standard Deviation of Noise % Input % xdenoised: denoised signal (smoothed) % noise: noise array (xoriginal-xdenoised) % Output % Frames of Waves: Peaks (above noise) and Valleys (below noise) function [LOWwavesFrames,ZeroCrosses] = getwavesframes(xdeno...
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MATLAB
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function [design,censoring_regressors] = spmup_censoring(varargin) % routine that computes robust outliers for each column of the data in % and return a matrix of censsoring regressors (0s and a 1 per column) % % FORMAT [design,censoring_regressors] = spmup_censoring(realignemt.txt,data) % [design,censoring_reg...
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MATLAB
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function figuresize(w , h , u ) %FIGURESIZE Set a figure to a specific size % % When saving a figure as a PDF, it is necessary to set the % figure size appropriately. This function sets the "paper size" % sufficient that the figure is saved with a tight bounding box. % It will also set the figure size on screen corresp...
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MATLAB
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% ************************************************************************* % * Test program for Instantaneous Phase estimation using the Transfer- * % * Function Perturbation Phase estimation method (TFP) [2] through * % * analytic representation, IIR filters and forward-backward filtering. * % * Refer to th...
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MATLAB
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function [Ty,diff,p,tcrit]=rst_yueneeg(a,b,percent,alpha) % function [Ty,diff,p,tcrit]=yueneeg(a,b,percent,alpha) % % Computes Ty (Yuen's T statistic). % Ty=(tma-tmb) / sqrt(da+db), where tma & tmb are trimmed means of a & b, % and da & db are yuen's estimate of the standard errors of tma & tmb. % Ty is distributed ap...
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MATLAB
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function h = phaseplot_ax(ax,x,y,phase,sz,varargin) % Plots arrows indicating the phase on current axis. % % [h,yy,zz] = PhasePlot(x,y,phase,sz[,ArrowParameters]) % % % % Note: Arrows will get skewed if you resize the axis. % % (c) Aslak Grinsted 2003-2014 % http://www.glaciology.net/wavelet-coherence % --------------...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%%%%%%%% This script is used to test whether the functions in this %%%%%%%%%% %%%%%%%%%% package can run smoothly. %%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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%% load data clear p = params_2DAA; fpath = fullfile(p.processed_data_dir,'allData.mat'); load(fpath,'tis','bvs','traces','evs') [cols,alpha] = chooseColors; z_cutoff = 2; %% pad_pre = 25; pad_post = 75; profiles = {}; for sub = 1:11 tone_avs = []; shuttle_avs = []; for ce = 1:size(traces{sub,1},1) ...
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MATLAB
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function [ mean_proj_a,mean_proj_e,dim_vars,dim_ves, d_primes ] = ... analyze_dims_over_sessions(p,av_trials_all,err_trials_all,trans_data_all,trans_data_err_all,dims,q,trial_idx_ses) n_dims = size(dims,2); % analyze summary dims over sessions % - calc mean projections for a and e per session % - ...
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MATLAB
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function ob = fatrix2_horzcat(blocks, varargin) %function ob = fatrix2_horzcat(blocks, [options]) %| %| horzcat: B = [A1, A2, ...] %| %| in %| blocks {cell} cell array of the (fatrix2) blocks %| %| option %| 'dim_cat' dimension along which to concatenate idims %| all other idims must match %| default is ndim+1 if ...
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MATLAB
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function layers = calcweights(layers, passnum) n = numel(layers); batchsize = size(layers{1}.a, 4); for l = 1 : n if strcmp(layers{l}.type, 'n') meander = layers{l}.d; if (layers{l}.is_dev == 1) meander = meander .* repmat(layers{l}.w(:, :, :, 2), [1 1 1 batchsize]); stdevder = layers{l...
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MATLAB
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function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency_dir(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs effici...
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MATLAB
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function y = notch_filter_cls(x, ff, gamma) % notch_filter_cls - A constrained least squares notch filter % % Syntax: y = notch_filter_cls(x, ff, gamma) % % Inputs: % x: input signal (channels x time) % ff: mains frequency divided by the sampling frequency % gamma: regularization factor % % Output: % y: the den...
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MATLAB
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clear clc close all data_struct = load('../../../../DataFiles/PhysioNetChallenges2023/Sample_files_new/BIDMC_updated/ICARE_0097_20000102_185034.mat'); % data_struct = load('../../../../DataFiles/PhysioNetChallenges2023/Sample_files_new/ULB_updated/ICARE_0066_20000101_211200.mat'); fs = data_struct.sampling_rate; data...
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MATLAB
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function keyPressFigProj(obj, ~, hEvent) %KEYPRESSFIGPROJ Handle callbacks for keys pressed in feature view if obj.isWorking jrclust.utils.qMsgBox('An operation is in progress.'); return; end hFigProj = obj.hFigs('FigProj'); factor = 4^double(jrclust.utils.keyMod(hEvent, 'shift')); ...
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MATLAB
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clear p = params_2DAA; fpath = fullfile(p.processed_data_dir,'allData.mat'); load(fpath,'evs','tis','bvs','traces') [cols,alpha] = chooseColors; %% run DR and decoding procedure for different trial samples fpath = fullfile(p.data_dir,'subspace_decomposition_one_subspace'); saveData = 1; saveFigs = 1; n_rep = 80; % ~25...
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MATLAB
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function hAxis = plotROI(gmSurfaceMesh,pathnameROI,varargin) %This function plots an Array Designer ROI on the GM surface mesh % %############################### INPUTS ################################### % % gmSurfaceMesh = the gmSurfaceMesh % structure directly % % pathnameROI ...
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MATLAB
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% Create Colormaps according to the number % of conditions and ensembles in each condition % Using CBREWER function, and some rules in the code for 7 connditions: % Set1,Dark2,Accent,Set3,Set2,Pastel2,Pastel1 % % Input % NGroups: Cell of 1xN conditions and each elemente the scale of % N Ensembles in...
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MATLAB
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% The purpose of this script is to reproduce all the results in the % manuscript. Just click run and enjoy! % Note: it's more preferable to run section by section, or your screen will % be flooded. Don't say I didn't warn you :) % You can directly run the scripts individually instead of using this % automated ...
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MATLAB
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function [bound_coeff,vertex_coeff] = eq_diam_coeff(dim,N) %EQ_DIAM_COEFF Coefficients of diameter bound and vertex diameter of EQ partition % %Syntax % [bound_coeff,vertex_coeff] = eq_diam_coeff(dim,N); % %Description % [BOUND_COEFF,VERTEX_COEFF] = EQ_DIAM_COEFF(dim,N) does the following: % 1) uses the recursive zona...
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MATLAB
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function [sqrl] = Holsclaw_Param_Vec(sqrl_old, st_ind, xDat, a, b) %% This function is a Gibbs sampling step to sample new values for the log linear coefficients %% in the Holsclaw et al. paper for sampling from heterogenous HMMs. %% Inputs: % Xi_old: The values of the Xi parameter for the previous iteration % Z: Th...
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MATLAB
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function [sqrl] = Holsclaw_Param_Vec(sqrl_old, st_ind, xDat, a, b) %% This function is a Gibbs sampling step to sample new values for the log linear coefficients %% in the Holsclaw et al. paper for sampling from heterogenous HMMs. %% Inputs: % Xi_old: The values of the Xi parameter for the previous iteration % Z: Th...
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MATLAB
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function data = processReward(data,params) %Process Reward Delivery % % Usage: % data = processReward(data,params); % % Description: % This function will pull onset and offset times from reward % experiments % % Input: % data - TLab data structure % params - A structure c...
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MATLAB
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function plot_adjust_phase(action) persistent fid1m info hdl mean_line_broadening=0; if isstruct(action) hdl = []; fid=action.fid; info = action(1); ns = size(fid,2); fid1 = fid(:,1:ns); fid1m = mean(fid1,2); if (mean_line_broadening) spec = info.spectrum; t=[0:spec.dw:(spec.np-1)...
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MATLAB
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function [feature_vec, feature_info] = ecg_mean_phase_beat(data, r_peak_impulse_train, num_phase_beans, Flag_baseline_alignment) % function [feature_vec, feature_info] = ecg_mean_phase_beat(data, r_peak_impulse_train, num_phase_beans, Flag_baseline_alignment) % Extract features related to the morphology of the...
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MATLAB
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%% save all_data files to breain render table clc clear [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path flip_ml = 1; %if to flip the ML axes (x); midline = 5...
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MATLAB
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%Author: Tatjana Schmitt 2019-2023 function [boundaries, complete_boundaries_map] = borders_map(edges_turning_points_maps) % smoothes coordinates and combines to one map number_of_ones = zeros(1, size(edges_turning_points_maps,2)); for ii = 1:size(edges_turning_points_maps,2) number_of_ones(1,ii) = sum(edges...
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MATLAB
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function new_par = update_parameters(new_par, par, type,NaN_fill) % This function overwrite or create fields from par in new_par. The fields % used will be only the ones with type 'type' present in 'par'. % new_par a struct() could be empty. % par a struct() with parameters. % type a string: 'detect' for parameters ...
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MATLAB
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cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\per_mouse\f6i') clear clc x = importdata("all_ints_with_tags.mat"); %% sp = split(x.file_name,["_R", "_L",'_r','_l']); x.mouse = sp(:,1); per_mouse_per_tag = grpstats(x,["mouse", "tag"],"mean",DataVars=["Is_reponsive","Is_reponsive_and_IR"]); per_mous...
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MATLAB
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%% Calcium Imaging Analysis Operator (manually select ROIs) % CIAO_02b_selectROIs allows you add a manual selevtion regions of % interest. % We assume that there is a 03_Data_Processed folder within the main animal % folder that contains a mat-file for each stimulus, the meta_info.mat % file, and the img_segmentation.m...
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MATLAB
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classdef dat_wc_reader < handle properties sr min_index max_segments raw_filename sr_infile t0_segments max_index segmentLength spikes_file end methods function obj = dat_wc_reader(par, raw_filename) obj.sr = []; ...
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MATLAB
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%% save all_data files to breain render table clc clear [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path flip_ml = 1; %if to flip the ML axes (x); midline = 5...
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MATLAB
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function [maxTIMES1, maxTIMES2, maxTIMES1id, maxTIMES2id, maxAUC1, maxAUC2, maxAUC1st, maxAUC2nd] = peaksearchBOLDresponses(BOLDresponse1, BOLDresponse2, ROIname, timedur, stim) % This program is intended to search location peak of the BOLD signal. % % input: % BOLDresponse1 % BOLDresponse2 % ROIname % resultp...
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MATLAB
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function [maxTIMES1, maxTIMES2, maxTIMES1id, maxTIMES2id, maxAUC1, maxAUC2, maxAUC1st, maxAUC2nd] = peaksearchBOLDresponses2(BOLDresponse1, BOLDresponse2, ROIname, timedur, stim) % This program is intended to search location peak of the BOLD signal. % % input: % BOLDresponse1 % BOLDresponse2 % ROIname % result...
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MATLAB
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%% Copy and MNI denoised functionals % % Script to take the output from FSL preprocessing pipeline and save % MNI-space versions in a dedicated directory for further analysis. % Re-samples voxels etc. to fit MNI mould, standard is 2mm voxels. % % -------------------------------------------------------------------------...
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MATLAB
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function [A, AA, B] = pica_matrices_double_peaks(x, peaks, peaks2) % pica_matrices_double_peaks - Calculates covariance and lagged-covariance matrices % required for the pseudo-periodic component analysis algorithm (PiCA). % % Usage: % [A, AA, B] = pica_matrices_double_peaks(x, peaks, peaks2) % % Inputs: %...
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MATLAB
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function sData = smooth_frequencies(Data, Frequencies, FrequencyDimention, SmoothSpan) % smooth_frequencies(Data, Freqs, FreqDim, SmoothSpan) % function for smoothing data by "smoothSpan". % horrible mess, to fix once I figure out how % for Lapse-Causes Dims = size(Data); if SmoothSpan == 0 sData = Data; retu...
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MATLAB
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% Copyright (c) 2008-2026 the MRtrix3 contributors. % % This Source Code Form is subject to the terms of the Mozilla Public % License, v. 2.0. If a copy of the MPL was not distributed with this % file, You can obtain one at http://mozilla.org/MPL/2.0/. % % Covered Software is provided under this License on an "as is" %...
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MATLAB
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function hAxis = plotParcellation(pathnameHeadModel,parcellationNumber,varargin) %This function plots a parcellation on the GM surface mesh % %############################### INPUTS ################################### % % pathnameHeadModel = the path of the HeadModel (contained in % Arr...
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MATLAB
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function update_intervall_popup(app) %update_intervall_popup updates the selection options for all popup menues %for the selection of specific intervals. to be called after intervalls %were edited % Detailed explanation goes here if ~isempty(app.burst_ints) names = {'full'}; for i = 1 : length(app.burst_ints)...
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MATLAB
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function Plot_Brains_SigResults(FS,A,FRP,nodes_name,coord_node,atlas,options) atlas_name = options.atlas{atlas}; for n = 1:length(nodes_name) Name = nodes_name(n); NodeName(n,:) = string(Name); end % TO save data cd '/netapp/vol7_u923/SEME/SEME_dc/pipeline/Corredoretal_MSCD_2023/Re...