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MATLAB
5,432
135
function varargout = set_parameters_ui(varargin) % SET_PARAMETERS_UI MATLAB code for set_parameters_ui.fig % SET_PARAMETERS_UI, by itself, creates a new SET_PARAMETERS_UI or raises the existing % singleton*. % % H = SET_PARAMETERS_UI returns the handle to a new SET_PARAMETERS_UI or the handle to % t...
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MATLAB
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142
function plot_psth_and_ir_per_waveform(CTP) %% plot waveforms for easch cluster and celltype %ints = CTP.ints; %% CTP.psth_high_int = cell2mat(cellfun(@(x) x(1).psth.mean', CTP.ints, 'UniformOutput', false)); %% plot psth per waveform mkdir('cell_type_PSTH') cd('cell_type_PSTH') %% PSTH_per_waveform = grpstats(CTP, "i...
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MATLAB
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%% single cell simulation: to collect mean V (and firing rates) % Input: NeuronType 'e' or 'i' % InitialStates V and all Gs % NeuronNum Number of NeuronSimulated. Generally we don't % want this number too large. % Output: meanV, fr Collected from all neurons, ...
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MATLAB
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237
function par = set_parameters(fs) % LOAD PARAMS par.segments_length = 5; % length (in minutes) of segments in which the data is cutted (default 5min). if isempty(fs) par.sr = 10000; % sampling rate (in Hz). This parameter will be only used if the data file don't have a sr. els...
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MATLAB
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146
function maze_view=Head_Orientation_No_floors(TrackingData) % Head_Orientation_No_floors determines the head orientation/facing location/view of the animal inside the maze. % % Input: % - TrackingData: Structure containing the position and orientation data % % Output: % - maze_view: Matrix repr...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%% Freq + Phase correction + sum of an array of FIDs %%%%%%%%%%%%% %%%% JV 13/12/04 %%%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %function [SUM fid_cor phase_cor freq...
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MATLAB
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%% plot OS tuning numbers %Table of contents % % 1-initial loading % 2-waveforms %% 1-initial loading load osCategorizedTable.mat neuronTable = osCategorizedTable; % load neuronTable.mat % % Make sure these indices are correct: mainDir = 1; orthoDir = 2; neuronTable = neuronTable(strcmp(ne...
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MATLAB
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function AnalyzeResults14_SpectralFeaturesFunction(Rdata, Rtextdata, outputfileame1, outputfileame2, per_subject, ntrees) % close all; % % parameters % % % % logfileame = 'SVMOptimizedParamters03.txt'; % outputfileame1 = 'Submission55.csv'; % outputfileame2 = 'Submission55_unbiased.csv'; % % % bins = [50 75 100 120 180...
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MATLAB
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74
function WindowApplySpikeOff20210107 global RtouchSpikeOffUnit LtouchSpikeOffUnit LtNegativeSpikeOffKaisuu RtNegativeSpikeOffKaisuu RtPositiveSpikeOffKaisuu LtPositiveSpikeOffKaisuu %%%%%%%%LtouchSpikeffUnit‚̏ꍇ•ª‚¯ LtPositiveSpikeOffKaisuu=zeros(1,2); LtPositiveHistogramXaxis=zeros(1,2); %%%%% PositiveƒqƒXƒ...
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MATLAB
5,458
135
function [index, rank] = sqi_beat_shape_variability(x, ff, fs, varargin) % sqi_beat_shape_variability - Signal quality index (SQI) based on pseudo-periodicity measures % % [index, rank] = sqi_beat_shape_variability(x, ff, fs, method, num_peak_det_itr, beat_width, ranking_mode, plot_results) % % Inputs: % x: Input d...
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MATLAB
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166
function [pmat_td, pmat_gr] = TM_hierarchical_noreest(sbj_id, mode, beta, delta, gamma, datdir) %% data load game = []; dirt = []; % south:1, east:2, west:3, north:4 resp = []; % left:1, forward:2, right:3, 4: listen tigroar = []; varnames = {'game','dirt','tigroar','resp'}; Nses = 4; for s = 1:Nses if mode == ...
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MATLAB
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160
function [reference_SAVE,sigsubref_SAVE] = scaleRefToSig_postDecayV4(Dts,DecayAdjData,setupParam,delay,allTrials) a = allTrials.Grouped; k = 1:numel(a); allTrialsID = allTrials.ID; BLperiod = setupParam.BLperiod; BLstart(k) = BLperiod(1) + delay(k); BLend(k) = BLperiod(2) + delay(k); BLidx1 = zeros(1,...
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MATLAB
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156
clear close all; clc; % R1 = importdata('/Users/rsameni/Desktop/Seizure/kaggle/SourcesWithResultsBackup/testFreqDomainEnergyIncreaseRate01.txt'); % R2 = importdata('/Users/rsameni/Desktop/Seizure/kaggle/SourcesWithResultsBackup/testICASubspaceAngles01.txt'); % R3 = importdata('/Users/rsameni/Desktop/Seizure/kaggle/Sou...
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MATLAB
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141
%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function FigureS1ef_Dual_RL_analysis_220314_para_all_220909_2 close all analysis_folder = { ...
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MATLAB
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154
%% analize PHb cimogenetics %% plot all cells before and after nds = [10,8,6,4,3,2,1]; all_cells{2}.cluster = all_cells{1}.cluster; %% takeout nan cells nan_idx = find(sum(isnan(cell2mat(all_cells{1}.ttest_pval)), 2) >1); nan_cells{1} = all_cells{1}(nan_idx, :); all_cells{1}(nan_idx,:) = []; nan_cells{2} = all_...
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MATLAB
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151
function [pathnameWeights] = getPMDFWeights(maxGoodRho,maxRho,pathnameHeadModel) %########################################################################## %Create weighting values for PMDFs on the basis of maxGoodRho, maxRho. %We want channels that are too long to be penalized, rather than %forcibly excluded. This ...
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MATLAB
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function [Scores,BG_Intensity,BG_Peak_Width] = Normalize_Rects_Values_Generalized(Image0,Scores,Step_Origin,Previous_Angle,Rect_Width,Rect_Length,BG_Intensity,BG_Peak_Width,Parameters1,Im_Rows,Im_Cols) % TODO: % replace 260 & 265 with parameters. % *** I get negative values in histcounts. *** % Create a sub-m...
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MATLAB
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142
function [assignment,cost] = munkres(costMat) % MUNKRES Munkres Assign Algorithm % % [ASSIGN,COST] = munkres(COSTMAT) returns the optimal assignment in ASSIGN % with the minimum COST based on the assignment problem represented by the % COSTMAT, where the (i,j)th element represents the cost to assign the jth % job to...
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MATLAB
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133
% Test script for removing EOG artifacts from EEG data using the % iterative subspace denoising algorithm developed by Sameni and Gouy-Pailler (2014). % % Revision History: % 2011: First release. % 2020: Replaced obsolete psd() with pwelch() for power spectral density estimation. % 2024: Renamed from deprecated v...
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MATLAB
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132
clear clc windows = {40:50, 65:125, 140:150}; %windows for calculating the response time - on, sustaneid and off ploting = 0; %% % Needs to be in D:\Data\IR data Shira_May_14_2022 [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable t...
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MATLAB
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136
% Recursive Zonal Equal Area Sphere Partitioning Toolbox. % Release 1.10 2005-06-26 % %Functions by category %===================== % %Installation %------------ % % install_eq_toolbox Install toolbox % uninstall_eq_toolbox Uninstall toolbox % %Recursive zonal equal area sphere partitions %---------------------...
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MATLAB
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154
% function results = rst_HLM_logit(data,N,regressor,groups,conditions) % % % % HLM for response curves using a hierarchical logistic linear model for % % binary data as for instance binary responses along a continuum or in time. % % Whilst Matlab default assumes common regression across all categories % % (parallel ...
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MATLAB
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168
function [pmat_td, pmat_gr] = TM_hierarchical_fullprob(sbj_id, mode, beta, delta, gamma, datdir) %% data load game = []; dirt = []; % south:1, east:2, west:3, north:4 resp = []; % left:1, forward:2, right:3, 4: listen tigroar = []; varnames = {'game','dirt','tigroar','resp'}; Nses = 4; for s = 1:Nses if mode ==...
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MATLAB
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167
function c = correct_T2_metab(c1,metab,typee) if ~exist('typee'), typee='';end if iscell(c1) for k=1:length(c1) c{k} = correct_T2_metab(c1{k},metab,typee) end return end c=c1; if ~exist('metab') met = find_metab_list(c1); for nbmet=1:length(met) c = correct_T2_metab(c,met{n...
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MATLAB
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135
%% loading data load('dataFig6.mat'); %% plotting % color definitions cPLk = [0.0,0.4,0]; cPSp = [0.2,0.6,0]; cPEx = [0.4,0.8,0]; cALk = [0.0,0,0.4]; cASp = [0.2,0,0.6]; cAEx = [0.4,0,0.8]; % ISIHs figure(61); clf; set(gcf,'Position',[10,10,900,600]); subplot(2,3,1); cla; hold on; plot(ISI,ISIH25PLk...
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MATLAB
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153
%% Precomputing on Planes: Give input, compute firing rates as functions of inputs % Output: save([SaveFolder 'MFpV_LDE_' num2str(InputCtgr) '.mat'],... % 'f_EnIOut','meanVs','SteadyIndicate','FailureIndicate','L4ERcrd','L4IRcrd') % Input: Angle:ranging from 0-90 deg, although we only use 0 7.5 15 22.5...
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MATLAB
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%Shinjini Kundu (c) 2022 %wrapper code to run VOT method, updated function final_results = multVOT_init(I0,I1,f,g,h) % This function takes an initalization to run % gradient descent, rather than assuming the identity as the start point. %% inputs: % I0 template image % I1 source image % f g ...
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MATLAB
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149
function [feature_vec, feature_info] = ecg_amp_to_int_ratio_features(data, position, fs) % function [feature_vec, feature_info] = ecg_amp_to_int_ratio_features(data, position, fs) % Extract features related to the ECG amplitude-to- time interval ratios % % Inputs: % data: ECG signal as a vector (...
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MATLAB
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function pretouch_post_touch_figure_20200313 path=['G:\CheetahWRLV20200121\119\2017-6-7_20-8-33 11901-51_0\11941_170607_C7__']; cd(path) CDFolder2=['G:\CheetahWRLV20200121\119\2017-6-7_20-8-33 11901-51_0']; tfile=['Sc4_SS_01.t']; SpikeArray=GetSpikeAll(CDFolder2,tfile); file=['Bdata.mat']; ...
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MATLAB
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function model=sopls_cv(varargin) % sopls_cv sequential and orthogonalized PLS with cross-validation % The function sopls_cv uses cross-validation for selecting the optimal % complexity of a sequential and orthogonalized PLS (SO-PLS) multi-block % regression model. % After the model selection phase, it ...
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MATLAB
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function controlfilename = createLCmodel_control(metabname,l1,l2,l3,preproc_dir) nb=5; switch nb case 1 basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/basis_PRESS_TE68_CENIR_090730.BASIS'; basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/PRESS_new2/basis_PRESS_TE=68_CENIR_0...
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MATLAB
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% % Test program for ECG filtering using EKF and EKS % % Dependencies: The baseline wander and ECG filtering toolboxes of the Open Source ECG Toolbox % % Open Source ECG Toolbox, version 1.0, November 2006 % Released under the GNU General Public License % Copyright (C) 2006 Reza Sameni % Sharif University of T...
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MATLAB
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% % Test program for generating synthetic abnormal multichannel ECGs with additive % colored noise. The current example is designed to model T-wave alternans (TWA) % % Dependencies: The synthetic ECG generator and noise generator package of % the Open Source ECG Toolbox % % Reference: % % - Sameni, Reza,...
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MATLAB
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function [DataAVG_SAVE] = eventwindowAverageV2(ProcessedEventWindowData,varnamesDATA,setupParam,TrialParam,allTrials) % Setup group info (if there are groups) allTrialsID = allTrials.ID; if setupParam.CompareGroups == 1 GroupParam = TrialParam.GroupParam; groupnames1 = fieldnames(allTrialsID); groupidx = ...
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MATLAB
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% this script calculates the average value of tissue volumes in the pool of Healthy Control % subjects clearvars close all addpath(genpath('/storage/stella/MATLAB_toolboxes/')); addpath('/storage/stella/Analysis/matlab_scripts/'); %% Extracts values from the txt files and evaluates mean and SD HCsubj = dir('HC*'); %f...
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MATLAB
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function [nonoise_x,nonoise_u,nonoise_w,nonoise_loss,noise_x,noise_u,noise_w,noise_loss,ijolt,iswitch,wopt,wstab1,wstab2] = generate_run(sigmau) % GENERATE_RUN This method is used to generate Figures 2 and S2 in the % manuscript. The method returns a two realizations of the dynamics % described in Section "Closed-Loop ...
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MATLAB
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159
function [ trans_collection,trans_collection_pe,trans_types,trans_spds,pe_spds ] = collect_transition_data_per_ses(p, traces, evs, bvs, tis, speed_control) % collect all ITI transitions (independent of direction and speed) % return shuttle direction and speed as additional output % use these outputs elsewh...
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MATLAB
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%% NOTE: Add ambient, add synaptic failure, maybe change ref setup function [oRefTimeE,oVE,oSpE,oGE_ampa_R,oGE_nmda_R,oGE_gaba_R,... oGE_ampa_D,oGE_nmda_D,oGE_gaba_D,... oRefTimeI,oVI,oSpI,oGI_ampa_R,oGI_nmda_R,oGI_gaba_R,... oGI_ampa_D,oGI_nmda_D,oGI_...
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MATLAB
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168
function [FinalClusters,FinalClusterIDs,NumTraceLim,MinDendriteLength,InitialClusterNum,Y]=mnl_EuclideanCrawler_Mag_Weighted_Axons(Trace,EuThresh,dim,FigureDisplay,Y,MinPoints,MinLength) %Function to create clusters based on the Euclidean Distances weighted by %the norm mean magnitude of each trace. "_Axons" has ammend...
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MATLAB
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clear close all clc % load ECG1 % s = data; load ECG2 s = data(1, 1250:4250); % s = randn(1, 10000); fs = 1000; % load ECG3 % s = data(2, 1:end); % addpath 'G:\Sameni\Documents\Papers\Journal 40 (Spline ECG Filtering)\CODES' % pth = 'J:\ECGData\Arrhythmia'; % fs = 360; % % wd = cd; % cd(pth); % fname = '233'; % s...
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MATLAB
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function [f,outliers] = spmup_spectral(varargin) % fMRI spectral analysis - slice by slice % allows checking for artifacts, typically in the coil or in k-space reconstruction % % FORMAT [f,outliers] = spmup_spectral % [f,outliers] = spmup_spectral(P) % [f,outliers] = spmup_spectral(P,M) % [f,outli...
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MATLAB
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function [vcg, phi] = vcg_gen_var_hr(HR, fs, alpha, b, theta, theta0, varargin) % % vcg_gen_var_hr - Synthetic cardiac dipole/vectorcardiogram (VCG) generator with variable heart rate % % Usage: % [vcg, phi] = vcg_gen_var_hr(HR, fs, alpha, b, theta, theta0, method) % % This function generates a synthetic card...
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MATLAB
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154
% 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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function err = save_nifti(hdr,niftifile) % err = save_nifti(hdr,niftifile) % % Pixel data should be in hdr.vol % % Handles data structures with more than 32k cols by setting % hdr.dim(2) = -1 and hdr.glmin = ncols. This is FreeSurfer specific, % for handling surfaces. The exception to this is when the total % number of...
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MATLAB
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function [movie_frame] = project_s2_partition(N,varargin) %PROJECT_S2_PARTITION Use projection to illustrate an EQ partition of S^2 % %Syntax % [movie_frame] = project_s2_partition(N,options); % %Description % PROJECT_S2_PARTITION(N) uses projection to illustrate the partition of % the unit sphere S^2 into N regions. %...
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MATLAB
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function [prot,rstraj] = read_twix_hdr(fid) % function to read raw data header information from siemens MRI scanners % (currently VB and VD software versions are supported and tested). % % Author: Philipp Ehses (philipp.ehses@tuebingen.mpg.de), Mar/11/2014 nbuffers = fread(fid, 1,'uint32'); prot = ...
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MATLAB
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clear close all clc % load ECG1 % s = data; load ECG2 s = data(5, 1:end); % s = randn(1, 10000); fs = 1000; % load ECG3 % s = data(2, 1:end); % s = resample(s, 0.3*fs, fs); % fs = 0.3*fs; s = LPFilter(s - LPFilter(s, 1.0/fs), 100.0/fs); s = s(:)'; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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% This file is a demo for testing the Connectivity analysis functions % This function is produced by Esmaeil Seraj (esmaeil.seraj09@gmail.com) % % Dependencies: Functions "bdf2mat_main.mat", "emg_onset.mat", % "trigger_avg_erp.mat", "BPFilter5.mat", "BaseLine2.mat" % and "sig_trend.mat" (p...
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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; saveFigs = 1; %% run DR and decoding procedure for different trial samples %fpath = 'G:\SRM_results\one_subspace_task_decoding\subspace_decomposition_one_subspace'; %aveData =...
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MATLAB
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clearvars -except ONimageS OFFimageS refpic Error %% preprocess_A NF=size(ONimageS,1); rep = size(ONimageS,2); wide=512; minvo=30;% 1.4 x, fov 600 x 600 um, resolution 1.17 x 1.17 um, r =sqrt(minvo/pi)*1.17 = 3.6 um fsize=1; Fsize=30; ONimage = zeros(NF,512,512); OFFimage = zeros(NF,512,512); fo...
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MATLAB
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%% Init: clear close all clc path(pathdef); addpath( genpath( 'Source' ) ) load('DataCalculated/TrainedSonoNERFs/sonoNerfTrained - UALogo.mat') %% Inference: preparation frequenciesERTF = structSonoNERF.SonoNERF.Layers(2).frequencySamples(1:end/2); numFrequencies = length( freque...
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MATLAB
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function Run_MSCD(run) % Based on Betzel et al (2019). The community structure of functional brain % networks exhibits scale-specific patterns of variability across % individuals and time. Neuroimage. %% FIND partitions of interest across runs of the Multilayer community detection algorithm ...
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MATLAB
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function [w_st, ST, X_st] = kruskal(X, w) % function [w_st, ST, X_st] = kruskal(X, w) % % This function finds the minimum spanning tree of the graph where each % edge has a specified weight using the Kruskal's algorithm. % % Assumptions % ----------- % N: 1x1 scalar - Number of nodes (vertices) of the grap...
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function rasterandtouch20190612 cd('C:\Users\C238\Desktop\CheetahWRLV20180729\119\2017-6-7_20-8-33 11901-51'); dpath=('C:\Users\C238\Desktop\CheetahWRLV20180729\119\2017-6-7_20-8-33 11901-51\'); dpath3=('C:\Users\C238\Desktop\CheetahWRLV20180729\119\2017-6-7_20-8-33 11901-51'); tfile=['Sc6_SS_03.t']; SpikeArray=...
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clc clear close all addpath(genpath(pwd)) %% % This demo generates one chmm model observation, then compare our approximate inference with the exact inference %C is the number of channels in CHMM C = 3; T = 2000; % T is the number of time samples channel_num_states(1:C) = randi([2,6],1,C); while(sum(channel_num_st...
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function [pmat_td, pmat_gr] = TM_topdown(sbj_id, mode, gamma, datdir) %% data load game = []; dirt = []; % south:1, east:2, west:3, north:4 resp = []; % left:1, forward:2, right:3, 4: listen tigroar = []; varnames = {'game','dirt','tigroar','resp'}; Nses = 4; for s = 1:Nses if mode == 0 dat = load([datd...
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clear [file, path] = uigetfile('*.mat');%When the user clicks the load data button, a window should open to enable the user to select a file. datafile = fullfile(path, file); %save path load(datafile) close all cd(path) clc %% data = clusters.cluster_cells; fields = fieldnames(data); types = {'on', 'off', 'sustained'}...
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function Lt_Rt_Pattern1_and_CV__5Touches_figure20200308 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); load('Lt_Rt_Pattern1_and_CV_5Touches.mat'); % %Ltouch % % LtouchPW0_FR=[]; LtouchPW0_CV=[]; % LtouchPW1_FR=[]; LtouchPW1_CV=[]; % LtouchPW2_FR=[]; LtouchPW2_CV=[]; % LtouchPW3_...
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function [prot,rstraj] = read_twix_hdr_DICOM2(DICOMfile) % function to read raw data header information from siemens MRI scanners % (currently VB and VD software versions are supported and tested). % % Author: Philipp Ehses (philipp.ehses@tuebingen.mpg.de), Mar/11/2014 dcminfo = dicominfo(DICOMfile); ...
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function entiresessionPhotomPlot_SigRefV2(x,y,eb,setupParam,TrialParam,allTrials) allTrialsID = allTrials.ID; if setupParam.CompareGroups == 1 % GroupParam = TrialParam.GroupParam; groupnames1 = fieldnames(allTrialsID); groupidx = zeros(1,numel(groupnames1)); for i = 1:numel(groupnames1) ...
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function save_entropy_res(app) %save_entropy_res Summary of this function goes here % Detailed explanation goes here [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_entropy.Items); [form_idxs,~] = listd...
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% This program is for filtering the ECG components from EEG signals % recorded during an fMRI experiment. Here we focus on the AF8 channel % which was more noisy. The steps of the program may be summarized as % follows: % 1- find a rough estimate of the baseline wander and remove it. Different % baseline wander re...
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function controlfilename = createLCmodel_control(metabname,l1,l2,l3,preproc_dir) basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/basis_PRESS_TE68_CENIR_090730.BASIS'; basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/basis_PRESS_TE=68_CENIR_090901.BASIS'; basis_set_file_path = '/home/ro...
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function controlfilename = createLCmodel_control(metabname,l1,l2,l3,preproc_dir) basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/basis_PRESS_TE68_CENIR_090730.BASIS'; basis_set_file_path = '/home/romain/data/spectro/Basis_set/Gosia/basis_PRESS_TE=68_CENIR_090901.BASIS'; basis_set_file_path = '/home/ro...
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function [Cells]=mnl_GeneratePossionsNchannels(NumPoints,Spreads,Ndim) % Code for creating N dimensional poisson distributions at % user-specified spreads. % %Inputs % NumPoints=number of cells % Spread=[pdf variances] e.g. [0 0.1 0.2 0.5 1 2 4 8] % Ndim - Number of dimensions % %Outputs % Cells=Structure containing c...
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function idx2 = getSpikePositions(input_sig,fs,orig_sig,params) %GETSPIKEPOSITIONS computes spike positions from thresholded data % % This function computes the exact spike locations based on a thresholded % signal. The spike locations are indicated as non-zero elements in % input_sig and are accordingly evaluate...
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function [X,ndx,dbg] = natsortfiles(X,varargin) % Alphanumeric / Natural-Order sort of a cell array of filename/filepath strings (1xN char). % % (c) 2012 Stephen Cobeldick % % Alphanumeric sort of a cell array of filenames or filepaths: sorts by % character order and also by the values of any numbers that are wit...
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function res = computeDelta(dRes, res, hCfg) %COMPUTEDELTA Compute delta for spike features hCfg.updateLog('computeDelta', 'Computing delta', 1, 0); % create CUDA kernel chunkSize = 16; nC_max = 45; if hCfg.useGPU ptxFile = fullfile(jrclust.utils.basedir(), '+jrclust', '+CUDA', 'jrc_cud...
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% test ECG PCA, ICA, PiCA plots after component removal % clear; close all; fs = 1000; data = load('s0010_re.txt'); % data = load('s0014lre.txt'); time = data(:,1)'; data = data(:,2:end)'; data = data - LPFilter(data,1.5/fs); data = LPFilter(data,150/fs); [V,D] = eig(cov(data')); s2 = V'*data; ...
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classdef CurateController < handle %CURATECONTROLLER Interface for manually curating sorted clusters %% CONFIGURATION properties (Dependent) hCfg; % Config object hClust; % Clustering object nShown; % number of units actually shown end properties (S...
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%calculate new correct fit clear clc ploting1 = 1; ploting2 = 0; windows = {40:50, 65:125, 140:150}; %windows for calculating the response time - on, sustaneid and off %% % Needs to be in D:\Data\IR data Shira_May_14_2022 [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load pse...
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clear; close all; fs = 1000; data = load('s0010_re.txt'); % data = load('s0014lre.txt'); time = data(:,1)'; data = data(:,2:end)'; data = data - LPFilter(data,1.5/fs); data = LPFilter(data,150/fs); W = jadeR(data); s = W*data; [V,D] = eig(cov(data')); s2 = V'*data; s2 = s2(end:-1:1,:); peaks...
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function cycles_and_criteria(DataBroadband, SampleRate, DataNarrowband, ... CycleTable, CriteriaSet, Bursts, KeepTimepoints) arguments DataBroadband SampleRate (1,1) DataNarrowband = []; CycleTable = []; CriteriaSet = []; Bursts = []; KeepTimepoints = true(1, numel(DataBroadband)); end %...
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function fig5_shortest_path(folder, save) %% Figure 5: Shortest path pathlength % Bilateral dist matrices % Total in/output per node for ipsi/contra hemispheres % Ratio between input/output per node % Average projection density between brain regions and hemispheres %% Load if nargin == 0 folder = 'All'; end load(...
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function [erp, synch_eeg, trigger_time_sec, time_vec, varargout] = trigger_avg_erp(eeg, fs, freq_band, onset_time, varargin) % % [erp, synch_eeg, trigger_time_sec, time_vec] = trigger_avg_erp(eeg, fs, freq_band, onset_time) % [erp, synch_eeg, trigger_time_sec, time_vec, synch_emg] = trigger_avg_erp(eeg, fs, freq_band,...
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function corre_report(app) [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_spect.Items); [form_idxs,~] = listdlg('PromptString',{'Please select fileformat ',... ''},... 'SelectionMode','multiple...
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function [LtWFR,RtWFR]=function_W2_Pattern_3_20200302(LtouchUnit,RtouchUnit) LtouchUnitPositive= LtouchUnit(:,[1:6]); RtouchUnitPositive= RtouchUnit(:,[1:6]); %Ltouch for x=1:length(LtouchUnitPositive(:,1)); if LtouchUnitPositive(x,[2:6])==[1,1,0...
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function log_joint_prob = compute_joint_state_observation_prob( PI_0, A, CHMM_GMM_Param, Y_in, X) %Initializing all parameters C = size(Y_in , 1); Dim_Observation = zeros(C , 1); State_Numbers = zeros(C , 1); Num_GMM_Component = zeros(C , 1); for zee = 1:C Dim_Observation(zee,1) = size( Y_in{zee,1} ,...
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function [c1, c2, A, B, C, D, CHI_lag, reconU] = dynfit_pcaN_laguerreN_3(U,Y,shifts,TAU_SCALE) if(nargin<4) TAU_SCALE = 1; end lambda = 0; idx1 = 1:floor(length(U)/2); idx2 = (floor(length(U)/2)+1):length(U); U1 = U(idx1); Y1 = Y(idx1); U2 = U(idx2); Y2 ...
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% 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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function [c1, c2, A, B, C, D, CHI_lag, reconU] = dynfit_pcaN_laguerreN_3_noZ(U,Y,shifts,TAU_SCALE) if(nargin<4) TAU_SCALE = 1; end lambda = 0; idx1 = 1:floor(length(U)/2); idx2 = (floor(length(U)/2)+1):length(U); U1 = U(idx1); Y1 = Y(idx1); U2 = U(idx2); ...
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clear close all clc % load ECG1 % s = data; % load ECG2 s = data(14, 1:end); % load ECG3 % s = data(2, 1:end); % s = resample(s, 0.3*fs, fs); % fs = 0.3*fs; s = LPFilter(s - LPFilter(s, 1.0/fs), 100.0/fs); s = s(:); %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % warning('off', 'MATLA...
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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function [outFiles] = convertMNI2FSWithMask(inFile) % Projects thresholded volumetric data into FreeSurfer fsaverage space. % % This function resolves issues with projecting thresholded volumetric data into % surface space by using binary masks to account for voxels excluded during % thresholding. It calculates a sur...
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% % Test program for ECG filtering using EKF and EKS % % Dependencies: The baseline wander and ECG filtering toolboxes of the Open Source ECG Toolbox % % Open Source ECG Toolbox, version 1.0, November 2006 % Released under the GNU General Public License % Copyright (C) 2006 Reza Sameni % Sharif University of T...
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clear [file, path] = uigetfile('*.mat');%When the user clicks the load data button, a window should open to enable the user to select a file. datafile = fullfile(path, file); %save path load(datafile) close all clc binsize = 0.1; downsampling = 5; nac_colores = {'c','k', 'm', 'r', 'g', 'y'}; dark_colors = {[0.3010 0.74...
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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% %% % cd("I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\pupil_dilation\both_all_tables") % all_ints_data_before = load("all_ints_data_before.mat"); % all_ints_data_before = all_ints_data_before.all_ints_data; % all_ints_data_before.key = cellfun(@(x, y) [x(1:10) y], all_ints_data_before.file_name, all_ints...
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function st = newfft_table_init(st, varargin) %function st = newfft_table_init(st, varargin) %| %| Initialize structure for d-dimension NUFFT using table-based interpolator, %| This should be called only by newfft for its 'table0' or 'table1' mode! %| Note: default oversample factor is 2^11 or 2^13 %| %| in %| st str...
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function append_pdfs(varargin) %APPEND_PDFS Appends/concatenates multiple PDF files % % Example: % append_pdfs(outputFilename, inputFilename1, inputFilename2, ...) % append_pdfs(outputFilename, inputFilenames_list{:}) % append_pdfs(outputFilename, inputFilenames_cell_or_string_array) % append_pdfs output.pdf in...
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function [erd_area, ers_area, quant_erp] = erp_quantification(erp, fs, trigger_time, varargin) % % [erd_area, ers_area, quant_erp] = erp_quantification(erp, fs, trigger_time) % [erd_area, ers_area, quant_erp] = erp_quantification(erp, fs, trigger_time, ref_per, cof_intv) % % ******************************************...
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function cropImages(inFiles, fig) % Removes the largest connected background region from images. % % This function processes a set of input images and crops them to remove % the largest connected component of background pixels. It is designed % to handle images with complex objects (e.g., brain maps) set against % sing...
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function sRes = assignClusters(dRes, sRes, hCfg) %ASSIGNCLUSTERS Given rho-delta information, assign spikes to clusters sRes = computeCenters(dRes, sRes, hCfg); sRes.spikeClusters = []; % do initial assignment hCfg.updateLog('assignClusters', sprintf('Assigning clusters (nClusters: %d)', numel(sRes...
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function [M, TF] = padcat(varargin) % PADCAT - concatenate vectors with different lengths by padding with NaN % % M = PADCAT(V1, V2, V3, ..., VN) concatenates the vectors V1 through VN % into one large matrix. All vectors should have the same orientation, % that is, they are all row or column vectors. The vectors...
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%%% Revision materials script (c) 2024 %% %%% This additional script helps generate some of the results requested by %%% reviewers that are included in the supplementary materials. %% Classification results when regressing out the effects of confounding %variables of age and gender matter = 'WM'; %can change ...
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%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function Figure1b_Dual_behave_analysis_block1_200706_plot5_precise2 close all % data = a04_2...
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function [data, fs] = read_samp(record) % read WFDB .dat file without WFDB library support. % see https://physionet.org/physiotools/wag/signal-5.htm for more reference % % input: % record: WFDB data record name % % output: % data: waveform data % fs: sampling frequency % % Wri...
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close all; clear; clc; % parameters subject = {'Dog_1', 'Dog_2', 'Dog_3', 'Dog_4', 'Dog_5', 'Patient_1', 'Patient_2'}; % subject = {'Patient_1', 'Patient_2'}; epochlen = 15; % epoch length in seconds epochoverlap = 5; % overlap between epochs in seconds sourcenum = 3; x = []; for m = 1:length(subject) path = ['E:...
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function fname_csv = abcd_check_eprime_sprdsh(fname,cols,fields,outdir,forceflag,verbose) %function fname = abcd_check_eprime_sprdsh(fname,[cols],[fields],[outdir],[forceflag]) % % Purpose: Reads an ASCII file containing an E-Prime spreadsheet. % Extract contents while fixing encoding and format issues. % ...
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%% Graph two groups of traces function [testStats pvals sigIdx sigP] = graphSetsOfAverageTracesNew(treatTraces, nullTraces, sortWindow, clims, test, span, binLengthStart, binLengthEnd, yLimits, behaviorName, treatment) % treatTraces = allTracesTreat; %data to analyze % nullTraces = allTracesNull; %data to analyze %...