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MATLAB
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function [designMatrix designMLabels] = ReffuncToAFNI(RefFunc, SubjectArray, NumRunsTotal, RunsToInclude, RunLengths, TRInSecs, CondNames, CondSearchStrings, RegExpr, OutputToFiles, AnalysisName) % %This function takes an array of condition labels (reference function) and creates a series of text files (one per stimu...
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MATLAB
8,309
153
function [hdr, fid, cleanupObj] = read_nifti2_hdr(filename) % READ_NIFTI2_HDR % % Use as % [hdr, fid, cleanupObj] = read_nifti2_hdr(filename) % where % filename = string % % cleanupObj MUST be kept around until you are done reading from fid, % as it will close fid when it is ...
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MATLAB
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% calibrate the tranformation between the camera space and the % DMD space; then find the beads in the field using the bottom camera, and store the % positions in a variable int he DMD space to be used as "neurons" %% here must be changed using the BASLERcamera object % BASLERvid = videoinput('gentl', 1, 'Mono8')...
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MATLAB
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%% analize DTA clear clc cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\DTA\all_ints_data') DTA = importdata('all_ints_data_DTA.mat'); C57 = importdata('all_ints_data_C57(all_cells).mat'); CONTROL = importdata('all_ints_data_control(mcherry).mat'); %% add tags DTA.tag = repmat({'DTA'}, size(...
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MATLAB
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%% 1. retrieve data disp('select brain region folder about combined files'); Folder_region = uigetdir('E:\Wang_combined files\mat\'); FileList_SpikMat = dir(fullfile(Folder_region, '**\*Spike*.mat')); FileList_lickMat = dir(fullfile(Folder_region, '**\*lick*.mat')); session_str = extractAfter(Folder_region,asManyO...
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MATLAB
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%% analyse FA single trials (fit separattely) %% load dataa sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'C:\Users\edward.horrocks\Documents\Code\V1Dynamics\Data\basic_111022'; s = struct; for isession =...
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MATLAB
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function Repeat_20230510 global dpath fname tfile render RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 pegpatternum ... LtPositiveFiringRate RtPositiveFiringRate LtPositiveFiringRateP1 RtPositiveFiringRateP1 LtStep4FiringRate RtStep4FiringRate Spikeposition Windowinterval ... ...
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MATLAB
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function update_spectral_axis(app,static) %UNTITLED Summary of this function goes here % Detailed explanation goes here int_idx = find(strcmp(app.popup_int_spect.Value,app.popup_int_spect.Items)); % cols = {[0 0 1],[1 0 0];[0 1 0],[0 1 1]; [1 0 1],[1 1 0]}; cols = {[0 0.4470 0.7410],[0.8500 0.3250 0.0980];... ...
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MATLAB
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%% Init: clear close all clc path(pathdef); addpath( genpath( 'Source' ) ) %% Load a sononerf, a 3D model, etc load('DataCalculated/TrainedSonoNERFs/sonoNerfTrained - UALogo.mat') [ surfaceFaces, surfaceVertices ] = stlreadNonCleaning("Data/Models/UALogo.stl"); surfaceVertices = surfa...
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MATLAB
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function [ERP,params] = batchERP(pname,params) useZeroPhaseFiltering = params.zeroPhase; %% Initialize variables ERP.eeg = []; ERP.erp = []; ERP.stim = []; ERP.echtPhase = []; ERP.echtPhaseLabel = []; ERP.aPhaseOn = []; ERP.aPhaseOf = []; ERP.aPhase = []; ERP.tPhase = []; ERP.erpStim = []; ERP.halpha = []; ERP.walpha ...
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MATLAB
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function update_correlation_axis(app) if isempty(app.corre_res) yyaxis(app.ax_signals_corre,'left') cla(app.ax_signals_corre) yyaxis(app.ax_signals_corre,'right') cla(app.ax_signals_corre) cla(app.ax_signal1_corre) cla(app.ax_signal2_corre) cla(app.ax_corre_1_1_1) cla(app.ax_corre_1_1_2...
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MATLAB
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function [valid] = annotationTool(p,sub) %% specify output file savePath = fullfile(p.rootDir,'miniscope',['subject' num2str(sub)],'jointExtraction','sorted','PCAICAsorted.mat'); if exist(savePath) existing_annotation_warning return end %% get necessary data % get heuristi...
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MATLAB
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% Fixed Point Continuation (FPC) for l1 Regularized Least Squares % %-------------------------------------------------------------------------- % GENERAL DESCRIPTION & INPUTS %-------------------------------------------------------------------------- % % Out = fpc(n,A,b,mu,M,opts,varargin) % % Solves % % min ||x||_1...
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MATLAB
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function [LRLphase,RLRphase]=PhaseAnalyzer(LTouchAll,RTouchAll) global RpegTouchCell LpegTouchCell TurnMarkerTime OneTurnTime LRLphase RLRphase LRLbefore RLRbefore IntervalR IntervalL... RatioAlikeLRL RatioAlikeRLR RatioBlikeLRL RatioBlikeRLR DrName FigureSave fig_LRLphase fig_RLRphase fig_Phasehist DrName.....
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MATLAB
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% clear clc initialize_human_anxiety %AZ 2023_07_10 biasVes=[]; biasVis=[]; meanBias_Ves=[]; meanBias_Vis=[]; pVec=[]; pVec_ves=[]; pVec_vis=[]; % loading result files if use_log %AZ 2023_07_11 condLabel={'ResultsVES_all_log.mat','ResultsVIS_all_log.mat',}; else condLabel={'ResultsVES_all.mat'...
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MATLAB
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%% B64's soma % capacitance of B64's soma Cm_B64s = 0.01; % uF % leaky conductance of B64's soma gL_B64s = 0.1; % uS RL_B64s = 0; % uS % reversal potential of the leaky channel of B64's soma EL_B64s = -60; % mV % sodium currents to the soma of B64 % maximal conductance of the sodium channel of B64's soma gNa_B64s = ...
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MATLAB
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function W3_Pattern_4_20201208 path=['C:\Users\C238\Desktop\touchcellLtRt_Hirokane']; cd(path); LS=ls; LtWFRUnit=[]; RtWFRUnit=[]; LtW123Point=0; LtW123Fire=0; LtW234Point=0; LtW234Fire=0; LtW345Point=0; LtW345Fire=0; LtW124Point=0; LtW124Fire=0; LtW125Point=0; LtW125Fire=0; LtW134Point=0; LtW134Fire...
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MATLAB
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function W3_Pattern_4_20200302 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; LtWFRUnit=[]; RtWFRUnit=[]; LtW123Point=0; LtW123Fire=0; LtW234Point=0; LtW234Fire=0; LtW345Point=0; LtW345Fire=0; LtW124Point=0; LtW124Fire=0; LtW125Point=0; LtW125Fire=0; LtW134Point=0; LtW134Fir...
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MATLAB
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function [diff,CI,p,alphav,h]= rst_multicompare(Data,Pairs,varargin) % Performs multiple comparisons between pairs (repeated measures) based on % a percentile bootstrap on differences - the alpha value is adjusted to % control the type 1 error rate. This is not the same as post-hoc testing % in ANOVA in which signif...
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MATLAB
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function [ ePE, ordPatPlot, ordDistPlot ] = ... opdPE( x, delay, order, orderOPD, windowSize, timeScale, timeUnits ) % OPdistVis.m efficiently computes [UK13] and plots the following ordinal characteristics for time series x: % sequence of ordinal patterns, ordinal distribution and permutation entropy [BKP02] % acco...
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MATLAB
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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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MATLAB
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function [Table_csv] = extract_ecg_features_leadwise(signal_name, data, fs , ... increasing_ECG_beat_length, ... flag_post_processing, ... ...
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MATLAB
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function res = RaguMSStats(d,h) % Copyright 2009-2011 Thomas Koenig % distributed under the terms of the GNU AFFERO General Public License nClas = size(d.MSMaps,1); %rng('shuffle'); %s = RandStream.create('mt19937ar','seed',sum(100*clock)); %if verLessThan('matlab', '7.0.1') % rand('seed',sum(100*clock)); %else %...
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MATLAB
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function out = getSiemensRotMatAndShift(hdr) % input 'hdr' should be twix_obj.hdr % % matrix O corresponds to the Siemens internal usage, such that( PE ; RO ; Slice) = O *(x_anat - s_anat) % Anat is Sag Cor Trans = Left Posterior Head % % Assumption for checks : Siemens uses FFT for kspace -> image space ('confirmed' b...
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MATLAB
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classdef ellipsoidalFit<quadricFit %A class for executing and managing ellipsoid fits properties (SetAccess=protected, Hidden) aDiam bDiam cDiam end properties (SetAccess=protected) center end properties (Dependent,Hidden) ...
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MATLAB
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function p = pathdef %PATHDEF Search path defaults. % PATHDEF returns a string that can be used as input to MATLABPATH % in order to set the path. % Copyright 1984-2007 The MathWorks, Inc. % DO NOT MODIFY THIS FILE. IT IS AN AUTOGENERATED FILE. % EDITING MAY CAUSE THE FILE TO BECOME UNREADABLE TO % THE ...
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MATLAB
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%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function B = Figure1e_Dual_behave_analysis_block1_220818_lick_short analysis_folder = { ...
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MATLAB
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close all; clear; clc; % parameters subject1 = 'Dog_3'; subject2 = 'Dog_3'; number1 = 8; number2 = 8; path1 = ['J:\Seizure\' subject1 '\']; path2 = ['J:\Seizure\' subject2 '\']; mode1 = 'interictal';%'preictal'; mode2 = 'preictal';%'interictal'; epochlen = 30; % epoch length in seconds epochoverlap = 20; % overlap bet...
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MATLAB
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clear; close all; clc; addpath 'G:\Sameni\Documents\Papers\Journal 40 (Spline ECG Filtering)\CODES' randn('seed', 0); rand('seed', 0); % % % dbstop if warning type = {'Normal', 'Arrhythmia', 'PTB'}; for ttp = 1 : length(type), switch(type{ttp}) case 'Normal' pth = 'J:\ECGData\Normal'; ...
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MATLAB
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function entiresessionPhotomPlot_StandardV2(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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MATLAB
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function CCSfigureSaveTouch20200121 % Fs = 1000; % ƒTƒ“ƒvƒŠƒ“ƒOŽü”g” % t = 0:1/Fs:1; % ŽžŠÔƒxƒNƒgƒ‹ % x = sin(2*pi*5*t) .* sin(2*pi*100*t); % ŽžŠÔ޲M† % % F = fft(2*abs(x).^2); % f = Fs * [0:length(F)-1] / length(F); % F( f>10 & f< (Fs-10) ) = 0; % y = ifft(F); % plot(t,x,t,sqrt(y)) path=['C:\Users\C238\D...
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MATLAB
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function varargout = SingleDim(varargin) % HELP NEEDS TO BE EDITED % % SINGLEDIM M-file for SingleDim.fig % SINGLEDIM, by itself, creates a new SINGLEDIM or raises the existing % singleton*. % % H = SINGLEDIM returns the handle to a new SINGLEDIM or the handle to % the existing singleton*. % % ...
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MATLAB
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% szûrés, epocholás, artifact rej., hibás válasz kidobás, kül. eseményeknek megfelelõ set-ek %filtering, epoching, artifact rejection, deleting not correct answears, %creating sets %HDBR data %eegdir1='G:\BORI\bedrest\RENDEZETT\A) Bedrest_EEG\EEGÖsszes\3.EEGInterpolated'%EllenõrzöttAdatok\'; %eegdir2='G:\BORI...
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MATLAB
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function WindowApplyPattern1_20210107 global RtouchSpikeOnUnit LtouchSpikeOnUnit RtouchSpikeOffUnit LtouchSpikeOffUnit LtPositiveSpikeOnKaisuuP1 RtPositiveSpikeOnKaisuuP1... LtPositiveHistogramXaxisP1 RtPositiveHistogramXaxisP1 LtPositiveFiringRateP1 RtPositiveFiringRateP1 LtPositiveSpikeOnKaisuuP1=zeros(1,2...
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MATLAB
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classdef planarFit<quadricFit %A class for executing and managing 3D plane fits properties (SetAccess=protected) distance (1,1) end properties (Dependent) %Not settable normal (1,3) a b c d %settable alias for distance closestPoint end ...
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MATLAB
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classdef (Abstract) quadricFit < matlab.mixin.CustomDisplay %A base class for executing and managing 3D quadric fits properties (SetAccess=protected) XYZ yaw=0; pitch=0; roll=0; end properties (Dependent,Hidden) R y,p,r ypr end met...
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MATLAB
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function save_spec_res(app) %UNTITLED save spectral analysis results % Detailed explanation goes here [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_spect.Items); [form_idxs,~] = listdlg('PromptString...
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MATLAB
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function [estParams, seq, LL, iterTime] = myem(currentParams, seq, varargin) % % [estParams, seq, LL] = em(currentParams, seq, ...) % % NOTE: The only difference between this and the original em.m it was copied from % is that it does not print as much output. % % Fits GPFA model parameters using expectation-maximizatio...
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MATLAB
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function [bres, mres, param] = TM_param_fitting(model) tic; fprintf('===== start =====\n'); datdir = ''; Nsbj = 20; Nitr = 150; bres.pmat_td = cell(1,Nsbj); bres.pmat_gr = cell(1,Nsbj); mres.pmat_td = cell(1,Nsbj); mres.pmat_gr = cell(1,Nsbj); param.beta = zeros(1,Nsbj); param.delta = zeros(1,Nsbj); param.epsilon...
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MATLAB
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%% analyse FA fit on sliding windows sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'E:\V1Data\Data\basic_111022'; s = struct; for isession = 1:5 tic fname = [sessionTags{isession,1},'_', sessionTa...
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MATLAB
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close all clc clear % Load data files load 89_PNs_array_data.mat % Load the four odorants used for conditioning experiments % Hexanol, Isoamyl acetate, Benzaldehyde and Citral % For each odorant 10 trials % Each trial is 40 s of data collection binned into 50 ms time bins - 800 % time bins per trial % Odor pre...
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MATLAB
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function ramp_fun(selpath, all_data,exp_name, save_all_data_2_direct) cd(selpath) spike_times = readNPY('spike_times.npy'); spike_clusters = readNPY('spike_clusters.npy'); cluster_info = tdfread('cluster_info.tsv'); events_ts = readtable('events_ts.csv'); files_extracted_data = readtable('files_extracted_data.csv'); %...
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MATLAB
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clear; close all; clc; addpath 'G:\Sameni\Documents\Papers\Journal 40 (Spline ECG Filtering)\CODES' type = 'PTB'; switch(type) case 'Normal' pth = 'J:\ECGData\Normal'; fs = 128; segstart_list = 0 : 60 : 30*60; % segstart_list = 0 : 600 : 12*3600; denoiserparam_list = logspace(-8, 3...
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MATLAB
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classdef (Hidden) comment < handle % % Class: % adi.comment % % Holds a comment. % % NOTE: Comments can be moved after they are placed. I think % this means that the comments might not be ordered by ID. % % Also comments can be deleted, which might cause gaps in the I...
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MATLAB
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function [spec_cor] = processing_MEGA(fid_struct,par) %function [dif_fids fid_cor phase_cor freq_cor] = processing_MEGA(spec_info,par) % see the help in processing_spec, the same struct par is used with the % same option % % Romain (Oct 2007) : change the input parameters, to take a cell array of fid and % written by M...
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MATLAB
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function [header, data] = XxReadMRC(file) handle = fopen(file,'r'); header = int32(fread(handle,256,'int32')); if header(4)>7 % big endian frewind(handle); header=int32(fread(handle,256,'int32','b')); if nargin==1 switch header(4) case 6 rawimage=uint16(fread(hand...
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MATLAB
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function [scores_lsim, Label] = sim_calassification_lsim(C,T,train_number, test_number) repeat_num = 1; channel_num_states(1:C) = randi([2,6],1,C); while(sum(channel_num_states)>25) channel_num_states(1:C) = randi([2,6],1,C); end channel_dim_observ(1:C) = randi([1,5],1,C); num_gmm_component(1:C) = randi([1,3],...
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MATLAB
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%% use_extract_ir_parameters clear clc % load dreadds all cells [file, path] = uigetfile('DREREDDS_all_cells.mat');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) load(file) dreadds_all = all_cells; nan_cells = find(cellfun(@(x) isempty(x), all...
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MATLAB
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function [H, pValue, W] = swtest(x, alpha) %SWTEST Shapiro-Wilk parametric hypothesis test of composite normality. % [H, pValue, SWstatistic] = SWTEST(X, ALPHA) performs the % Shapiro-Wilk test to determine if the null hypothesis of % composite normality is a reasonable assumption regarding the % population dis...
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MATLAB
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function [y,t,optw,W,C,confb95,yb] = sskernel(x,tin,W) % [y,t,optw,W,C,confb95,yb] = sskernel(x,t,W) % % Function `sskernel' returns an optimized kernel density estimate % using a Gauss kernel function. % % Examples: % >> x = 0.5-0.5*log(rand(1,1e3)); t = linspace(0,3,1000); % >> [y,t,optw] = sskernel(x,t); % This exa...
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MATLAB
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%% load data clear robust_indicator_list = ["no", "yes"]; for robust_indicator_counter = 1 : length(robust_indicator_list) clearvars -except robust_indicator_list robust_indicator_counter robust_indicator = robust_indicator_list(robust_indicator_counter); input_folder = '../data/'; input_file = '...
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MATLAB
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classdef linear3dFit < matlab.mixin.CustomDisplay %A class for executing and managing 3D line fits properties (SetAccess=protected) XYZ x1y1z1(3,1) double %line segment end points x2y2z2(3,1) double end properties (Dependent,Hidden) p1,p2 p1p2 ...
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MATLAB
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% Summarize MSCD: % This code analyze MSCD partitions of interst (MSPoI) from % PoIs_selection_topoScale.m % set path and directory % ------------------------ options = {}; % info group % ------------------------ options.grlabel = {'NE','EX'}; % info task % ------------------------ options.matrices = {'...
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function Both_RLt_Pattern_1_20200304 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; PositiveRLtouchPoint=zeros(1,11); PositiveRLtouchFire=zeros(1,11); NegativeRLtouchPoint=zeros(1,9); NegativeRLtouchFire=zeros(1,9); PositiveRLtouchUnit=[]; NegativeRLtouchUnit=[]; SumRtouchUni...
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%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function B = Figure1e_Dual_behave_analysis_block1_220818_lick_long4 analysis_folder = { ...
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% Function to Indentify Ensembles in Neural Activity % by Clustering (hierarchichally) Neural *Coactivity* % 2 or more cells in experiment % Ignores cells that fires less than 0.25% of the ensemble time % Applies to the Raster after Selection % *** OUTPUT has to be named with the sufix: _Analysis ***** % Neither ne...
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function [pitchsig,pitch_taxis] = ... get_sig_pitch(sig,fs,params,yanalframe_ms,yanalstep_ms,yes_verbose) % Takes in a signal and returns its pitch (f0). % % If params.ptrack_method is set to 'praat' (the default), other Praat % settings stored in input arg `params` will be used during the Praat call. % `params` i...
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function this = read_gifti_file_standalone(filename, this) % Low level reader of GIfTI 1.0 files % FORMAT this = read_gifti_file(filename, this) % filename - XML GIfTI filename % this - structure with fields 'metaData', 'label' and 'data'. %________________________________________________________________...
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function [y1,y2,Pbar,Phat,PSmoothed,Kgain,alpha, y3, PPhat, KKgain, margin] = KalmanSmoothingPriorsFilter(x,R, varargin) % % % % % % % % % % % % % % [y1,y2,Pbar,Phat,PSmoothed,Kgain] = KalmanSmoothingPriorsFilter(x,b,a,q,r,gamma,wlen,mode), % % % % % % % ECG Kalman filter using smoothing priors % % % % % % % % % % % % ...
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%% Prerequest % A rhd recording file with following settings: % ch1.lick signal; ch3.laser; ch4.water; ch5.sucrose; ch6.quinine; % ch7-9.optical shaft encoder; ch10.camera (jpeg images 5Hz sampling rate) % ch3-9 can be blank if it is not useful and neural data is not required % required files: rhd and a folder wit...
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function plot_compare_spectrum(fids,fids2,spec_info,param) if ~exist('param'), param='';end if ~isfield(param,'display') param.display = 'real'; end if ~isfield(param,'mean_line_broadening') param.mean_line_broadening = 0; end % param.xlim = [0 6]; % param.x_freq = any; % param.plot_ref_peak ='CRE' plot the...
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function write_conc_res_to_csv(conc,resname,high_res,field_list,std_abs) %function write_conc_res_to_csv(conc,resname,high_res,field_list,std_abs) %conc is the matlab structure to write %resname the filename to save %high_res is 0 or 1 if 1 full precision digit will be written %field_list to select only some field of t...
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%% Housekeeping clear; close all; clc; %% Load Data % Select subjects to exclude from group analysis exSub = {'Sub_151','Sub_152','126'}; %,'Sub_102','Sub_104','Sub_126','Sub_138'}; %% Analysis parameters % Define pre-processing for raw EEG data params = echtparams('filterImplementation',0,'fslide',1,'tWin',[-0.5 0...
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function RLphase190313 global ACresult ACresultW CCresultDrinkOn SpikeArray TurnMarkerTime RpegTouchallWon LpegTouchallWon... RpNum LpNum CCresultSpike locsP1time locsP2time locsP1time2 locsP2time2 pksA1 pksA2 CCresultRtouchWon CCresultLtouchWon dpath3... StartTime FinishTime DiffMaxMinR DiffMaxMinL fname...
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function spike_res = transduction_analysis (app) MIN_CLUSTER=10; % MSNA = app.data(app.settings.channel_idx.msna).data; % data = app.data(app.settings.channel_idx.msna).data(app.settings.interval(1,1)/app.data(app.settings.channel_idx.msna).ts(1):app.settings.interval(1,2)/app.data(app.settings.channel_idx.msna).ts(1...
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%% Neural Mass Model % All corresponding code requires Brain Dynamics Toolbox to run the % following script %Running test case for parameter fitting %% adaptation analysis %% Example code of tweaking parameters for model sigma = 0.1; %noise term d = 0.05; a=1; sys = StochasticWilsonWTA_Tash_Sigmoid_adapt(s...
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function [TouchTiming DetachTiming DrinkTiming]=VoltageAnalysis20170719(dpath,fname,Fig) %Vƒtƒ@ƒCƒ‹‚©‚çƒ^ƒbƒ`‚𒊏o@Dataloadƒ{ƒ^ƒ“‚̂Ȃ©‚ŌĂяo‚³‚ê‚éB %TouchTiming, DetachTiming, DrinkTiming@c‚ªCh,‰¡‚ª‹L˜^ŽžŠÔ’·ms‚̍s—ñ‚ð•Ô‚· %V‚́h‚¨‚¨‚æ‚»h5ms‚²‚Ƃ̋L˜^@ÅŒã‚Éx5‚·‚é•K—v‚ ‚è %5ms bin global TurnMarkerTim...
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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 processSession_popAnalysis_fitSep(inputFileName,outputFileName,dataDir) load(fullfile(dataDir,inputFileName)) %% process trials % filter trials to the ones we want to analyse and sort according to % behavioural state trialsSpeed2D = trials.Speed2D; trialsSpeed2D(1) = []; tsd = trialsSpeed2D; % split trials...
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% Ensembles Transitions: Hebbian Pathway % Input % CAGsmooth % frame_ensembles % signif_frames % Output % Hebbian Sequence Hebbian Sequence % Ensemble Onset Hebbian Onsets [samples] % Ensemble Interval Hebbian Intervals [samples] function [EnsembleIntervals,EnsembleInstancesTimes,Ense...
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function BurstClusters = aggregate_bursts_into_clusters(Bursts, EEGBroadband, MinFrequencyRange) % identifies bursts that occur at the same time that are actually the same % frequency, aggregates them together. Ignores bursts where there wasn't any overlap. % % Part of Matcycle 2022, by Sophia Snipes. % SingleChannelBu...
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MATLAB
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%% tHit vs. tCR % Touch-evoked responses % Chang et al., Fig 1h % load data array load('E:\Data_array\AllTrials_10bin_Smooth\data_array.mat') % Import setting mainDir = 'E:\CM_NeuralActivity_Analysis\ROC\tHit_tCR_selectivity'; recSites = {'left S1', 'left S2', 'left wM2','left ALM'}; nBoot = 1000; rng(15) pos_tt = {[...
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snps=readtable(strcat('D:\Canada_2020\UK_biobank\reports\AD\genetics\EURnoWB\METAL\FUMA_CT1_META\eqtl.txt')); snps(~strcmp(snps.uniqID, '2:27225144:A:C'),:)=[]; snps(~strcmp(snps.uniqID, '8:27098436:C:T'),:)=[]; %% global clear snps=readtable(strcat('D:\Canada_2020\UK_biobank\reports\AD\genetics\EURnoWB\METAL\FUMA_CT1...
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function [align,time,events,fig,sp] = plot_fp2event(beh,varargin) %Align photometry to event times (reward, movement) and plot average trace % % plot_fp2event(beh) % [align,time] = plot_fp2event(beh) % [align,time,events,fig,sp] = plot_fp2event(beh) % [align,time,events,fig,sp] = plot_fp2event(beh,window,...
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%% Housekeeping % Clear all figures, data, and set a timer. close all clear clc % Set timer h = tic; %% Prep Work % This is where we load all of our participant files directories', as well as % parameters for processing the output of the ECHT device and exclude participant's % with artifacts. % Load current data...
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function [WF] = processWF(WF, varargin) %Process spike waveforms % % Description: This function will process spike waveforms for units and % compute the coordinates of waveform features to be used to compute % waveform properties % % [WF] = processWF(WF, varargin) % % INPUT % 'WF' - structure with ex...
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MATLAB
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function [y1,y2,Pbar,Phat,PSmoothed,Kgain,alpha] = ECGSmoothnessPriorsDenoiserKF(x, order, R, Q, gamma, Qadapt, wlen) % % % % % % % % % % % % % % [y1,y2,Pbar,Phat,PSmoothed,Kgain] = ECGSmoothnessPriorsDenoiserKF(x,b,a,q,r,gamma,wlen,mode), % % % % % % % ECG Kalman filter using smoothing priors % % % % % % % % % % % % %...
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function Chunk_analysis global RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 pegpatternum ... Spikeposition Windowinterval path="D:\CheetahWRLV20200411"; cd(path); if not(exist('Chunk','dir')) mkdir('Chunk') end cellnum=0; patternnum=0; Touchcellnum = 0; mod98=0;...
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%% analyse cross-time decoding sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'C:\Users\edward.horrocks\Documents\Code\V1Dynamics\Data\basic_111022'; for isession = 1:size(sessionTags,1) fname = [sessio...
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function optimize_hopf_effective_UWS() load empiricalLEiDA.mat; P1emp=nanmean(P1emp); P3emp=nanmean(P3emp); load SC_template.mat; C=sc_healthy; C=C/max(max(C))*0.2; load fMRI_Liege_2023.mat; X=tc_gr(:,3)'; TSmax=295; N=214; NSUB= 16; TR=2; % Repetition Time (seconds) NumClusters= 4; %Number_Clusters; delt = TR...
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% plot ramp data clear all; close all; cd 'D:\Papers and future research plans\paper_Light-sensitive brain networks\Data\Ramp_Nov_23_2022\Ramp revision'; load('ramp and seven intensities data per cluster.mat'); %% Process data ramp_int(91:120)=[]; ramp_int(1:30)=[]; % reorder data according to the ord...
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%% layer and cell types per cluster form all_psthT clc clear cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\figure5_S_layers') load('all_cells_PSTH.mat') %% pool ACd ACv, 6a 6b change_position_name = all_psthT.position; AC_names = find(contains(change_position_name, 'ACA')); change_position_name(find...
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clear clc [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) %% n = length(file); all_psth = cell(7,2); all_cells = cell(1,2); ploting = 1; window_times = {40:50, 65:125, 140:150}; win_names = ["early...
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% Function to convert a raw Cerca .cmeg file into fieldtrip format, % for further analysis. % Inputs are the raw MEG filename (including filepath). % Output is fieldtrip data structure. % Code edited from Nottingham scripts and Cerca Analysis app (Ryan Hill) % for use at YE (Zelekha Seedat) %%%%%%%%%%%%%%%%%%%%...
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function Peak_Variance_ALLTouch_20200303 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; Seq5LtouchTime=[]; Seq5RtouchTime=[]; MeanCVLtouchArrayArray=[]; MeanRandomCVLtouchArrayArray=[]; MeanCVRtouchArrayArray=[]; MeanRandomCVRtouchArrayArray=[]; CVLtouchPeakArray=[]; CVRtouc...
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function processArgs(obj) %PROCESSARGS Handle command-line arguments, load param file nargs = numel(obj.args); if nargs == 0 return; end obj.cmd = lower(obj.args{1}); obj.args = obj.args(2:end); nargs = nargs - 1; % paired manual commands if contains(obj.cmd, '-manual') ...
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clear clc cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\DREEDDS_VS_CONTROL_PHb\all_ints_data') T = importdata("all_ints_data_control.mat"); T2 = importdata("all_ints_data_dreadds.mat"); %% T1 = T; T21 = T2; T = exclude_changing_cells(T); T2 = exclude_changing_cells(T2); %% before = T(find(c...
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function [cent, varargout]=FastPeakFind_bmh(d, sigma, thres, filt ,edg, res, fid) % Analyze noisy 2D images and find peaks using local maxima (1 pixel % resolution) or weighted centroids (sub-pixel resolution). % The code is designed to be as fast as possible, so I kept it pretty basic. % The code assumes that the pea...
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% Cardiac model ToR-ORd % Copyright (C) 2019 Jakub Tomek. Contact: jakub.tomek.mff@gmail.com % % 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, either version 3 of the Licens...
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% Class "Bitsi" % % %Constructor% % % Bitsi(comport) % % When creating a new 'bitsi' object, you can specify to which comport it % is connected. On windows computers, this is usually something like % 'com1'. % When using an empty string for 'comport', the object will run in testing % mode. In this case it's ...
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function WeightPreferAttach20171116 % WeightPreferAttach20151231 global Neurons Add %Œ‹‡‚Ì‘½‚¢‘ŠŽè‚Æ‚³‚ç‚ÉŒ‹‡‚ðì‚è‚â‚·‚¢ƒlƒbƒgƒ[ƒN %Œ‹‡‹­“x‚É‚æ‚é—Dæ“IŒ‹‡ƒ‚ƒfƒ‹ %Œ‹‡‚̍ì‚è‚â‚·‚³AÅ‰‚͈ê—l•ª•zAŒ‹‡‚ª‚Å‚«‚邯Add‚É‚æ‚èì‚è‚â‚·‚³‚ª‘‰Á clear all; close all; % Reciprocal=0.2;%0ˆÈŠO‚̂Ƃ«‚ɂ́A“¯Žž‚É”½...
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function [eeg_refined, Delta, delta] = eog_canceller_nsca(eeg, eog, fs, power_env_wlen, num_itr, th_method, th_value, num_comp_est_method, shrinkage_method, shrinkage_params, adapt_reference, flagplot) % % Implements an Electrooculography (EOG) artifact removal algorithm from % Electroencephalography (EEG) data using N...
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function install_eq_toolbox(arg) %INSTALL_EQ_TOOLBOX Install using Toolbox Installer, with sensible defaults % %Syntax % install_eq_toolbox(arg); % %Description % INSTALL_EQ_TOOLBOX uses Toolbox Installer to install this toolbox. It must % be run from the top level directory of this toolbox, which must contain the % fi...
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% plot the timecourses showing relationship of bursts with lapses clear clc close all %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%% Parameters SmoothFactor = 0.2; % in seconds, smooth signal to be visually pleasing CheckEyes = true; % check if person had eyes open or closed Closest ...
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classdef spike_pointer < handle %POINTER manages the data to display and the rwaves to display % Detailed explanation goes here properties start_idx_det stop_idx_det start_idx_ov stop_idx_ov dur_det dur_ov length overlap plot_id...
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%__________________________________________________________________________ % violin.m - Simple violin plot using matlab default kernel density estimation % Last update: 10/2015 %__________________________________________________________________________ % This function creates violin plots based on kernel density estim...
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function mrprot = parse_mrprot(fp) % parse mrprot (text) structure stored in an open file mrprot = []; done = 0; while(done == 0) % read a line line = fgetl(fp); % strip any comments ctest = findstr(line, '#'); if (ctest > 1) line = line(1:ctest-1); end if (...
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classdef BitCode methods(Static) % ComputeBitCode % Use bitcode to get trial numbers: Bcontrol sends bitcode to Intan through % digSignal channel % Reference: cat_session6 and Tongue.Preprocess.ComputeDelimiter function result = ComputeBitCod...
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function optimize_hopf_effective_MCS() load empiricalLEiDA.mat; P1emp=nanmean(P1emp); P2emp=nanmean(P2emp); load SC_template.mat; C=sc_healthy; C=C/max(max(C))*0.2; load fMRI_Liege_2023.mat; %%%%%%%%%%%%%%%%%% X=tc_gr(:,2)'; TSmax=295; NSUB= 29; N=214; TR=2; % Repetition Time (seconds) NumClusters= 4...
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function [P_star_model , X_star]... = viterbi_chmm( pi_0_chmm , coupling_tetha_convex_comb , transition_matrices_convex_comb , chmm_gmm_para , Y_in ) % Y is observations which is a cell size Cx1 where Y{c,1} is the c'th subsystem observations % C is the total number of subsystems %Transition probabiliti...