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MATLAB
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118
function RLphase190225 global ACresult ACresultW CCresultDrinkOn SpikeArray RpegTouchallWon LpegTouchallWon TurnMarkerTime RmedianPTTM RpegMedian LmedianPTTM LpegMedian... RpNum LpNum OneTurnTime CCresultSpike locsP1time locsP2time locsP1time2 locsP2time2 pksA1 pksA2 CCresultRtouchWon CCresultLtouchWon % cd('C...
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MATLAB
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112
function [hr, peaks, hr_period_std] = hr_calculation(x, f, fs, varargin) % hr_calculation - Calculate heart rate (HR) from an ECG signal. % % [hr, peaks, hr_period_std] = hr_calculation(x, f, fs, peak_det_method, averaging_method, params) % % Calculates the heart rate (HR) from an ECG signal. The R-peak detector %...
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MATLAB
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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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MATLAB
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function [dipole, teta]= DipoleGeneratorAbnormal3(N,fs,rr,alphai,bi,tetai,teta0,STM,S0) % Under development - for QT hysteresis effect modeling % [dipole teta]= DipoleGeneratorAbnormal3(N,fs,rr,alphai,bi,tetai,teta0,STM,S0) % Synthetic cardiac dipole generator using the 'differential form' of the % dipole equations...
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MATLAB
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%Author: Tatjana Schmitt, 2019-2023 function [subfield_borders_rotated, BF_borders_broad, coordinates_BF_map, coordinates_BF_map_rot_norm,... subfield_idx, tonotopy_axes_rotated, axes_idx] = roi_creation(BF, complete_boundaries_map, stats, rotation_angle) disp('Calculating rotated coordinates for visualisation ....
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MATLAB
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% read .COORD file and plot data % PGH Oct 2001 function lcmodelresults=readcoord(filename) read_metab_fits = 0; %set to 1 if you want to read this extra information % define output structure for results %lcmodelresults=struct('spectrumppm',0,'spectrumdata',0,'spectrumfit',0,'spectrumbasl',0,'metabconc',0,'linewid...
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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 Neuroscie...
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MATLAB
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% A test script for peak_det_acoustic to detect heart beats from a sample % seismocardiogram record. % % This script demonstrates the use of the peak_det_acoustic function to % process a seismocardiogram (SCG) signal for heart rate analysis. It % includes loading a sample SCG signal, designing a custom bandpass filter ...
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MATLAB
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function [ output_args ] = plot_summary_dim_proj_over_ses(p, mean_proj_a, mean_proj_e, dim_vars_ses, dim_ves_ses, saveFigs,out_dir) n_dims = 5; lims = [-3 8]; cols = chooseColors; rep_mean_a = squeeze(mean(cat(4,mean_proj_a{:}),4)); rep_mean_e = squeeze(mean(cat(4,mean_proj_e{:}),4)); rep_mea...
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MATLAB
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% ************************************************************************* % * This code is the implementation of an example showing the effects * % * of calculating phase and frequency in low-amplitude analytic signal, * % * as represented in [2]. * % * >>> Refer to...
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MATLAB
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function [A, vA, vB, bb_rel] = crop_borders(A, bcol, padding, crop_amounts) %CROP_BORDERS Crop the borders of an image or stack of images % % [B, vA, vB, bb_rel] = crop_borders(A, bcol, [padding]) % %IN: % A - HxWxCxN stack of images. % bcol - Cx1 background colour vector. % padding - scalar indicating how much...
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MATLAB
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function make_result(session, channel, unit) % Make result % % Parameters % ---------- % - session: scalar % Session number with format: yymmdd % - channel: scalar % Channel number % - unit: scalar % Unit number info = get_info(); results_folder = info...
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MATLAB
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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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MATLAB
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%% Full script with compartmental model and Serotonin Terminal Model. close all; clear all; %% Parameters for computation t_factor = 3600; % Time factor for graphs. time = 15*24*t_factor/t_factor; % Time of simulation depending on t_factor. sampling_rate = 1*t_factor; % number of samples per time factor units. time_ar...
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MATLAB
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114
function [phase_avg, freq_avg, amp_avg, analytic_sig_avg] = phase_est(sig, fs, f0, bw_base, varargin) % % [phase_avg, freq_avg, amp_avg, analytic_sig_avg] = phase_est(sig, fs, f0, bw_base) % [phase_avg, freq_avg, amp_avg, analytic_sig_avg] = phase_est(sig, fs, f0, bw_base, pertnum) % % *******************************...
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MATLAB
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%% % AV/ERR/ITI/Rand [cols,alpha] = chooseColors; this_cols = {'k',cols(2,:),'m',[.7 .7 .7]}; %% plot mean speeds for AV/ERR and ITI/Rand lims = [0 30]; figure('Position',[100 100 300 300]) hold on % AV/ERR plot(squeeze(mean(mean(av_trials,1),3))*0.06,'Color',this_cols{1},'LineWidth',2) plot(squeeze(mean(mean(err_tri...
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MATLAB
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function taggingsummary %TAGGINGSUMMARY Latency, jitter and reliability of tagging. % TAGGINGSUMMARY detects the peak activation after light stimulation and % determines a window 3% from baseline for activation. Peak-latency, % first-spike jitter and reliability (within this window) are calculated % and ...
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MATLAB
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157
function [threshold, index, par, spikes, spk_pos] = detect_spikes(data, sr, par) %DETECT_SPIKES Summary of this function goes here % Detailed explanation goes here %default config init_date = now; threshold = []; index = []; spikes = []; spk_pos = logical([]); seglen = par.segments_length*sr*60; num_seg = ceil (len...
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MATLAB
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function [threshold, index, par, spikes, spk_pos] = detect_spikes(data, sr, par) %DETECT_SPIKES Summary of this function goes here % Detailed explanation goes here %default config init_date = now; threshold = []; index = []; spikes = []; spk_pos = logical([]); seglen = par.segments_length*sr*60; num_seg = ceil (len...
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MATLAB
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clearvars addpath ./Violinplot-Matlab-master/ load TFS_RESULTS_BETA.mat load AEC_RESULTS.mat load HMM_RESULTS.mat load EVOKED_RESULTS.mat results_dir = '.\Figs\'; if not(all(startsWith(hmm_results_kids.ID,AEC_results_kids.ID)) & ... all(startsWith(hmm_results_kids.ID,TFS_results_kids.ID)) & ... all(startsWit...
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MATLAB
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114
close all clc clear % results = importdata('J:\ECGData\PTB\AllDataSmootherResultsPTB04_NaiveSweepGammaBased_PartialResults_Backup.txt'); % results = [zeros(size(results.data(:,1),1), 2) results.data(:,1:end)]; % results = load('J:\ECGData\Arrhythmia\AllDataSmootherResultsArrhythmia04_NaiveSweepGammaBased_Backup.txt'); ...
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MATLAB
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function save_path = convert(file_path_or_paths,varargin) % % adi.convert(*file_path,varargin) % % This function will save a .adicht file's contents into a .mat file % (v7.3) or a hdf5 file % % The format is a bit awkward since it was originally written using a % 32bit SDK which meant that partial reads and ...
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MATLAB
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function cluster_runMultiEchoGRE_eachEcho(reconParsFile,iE) load(reconParsFile) run([RETROMOCOBOX_PATH '/addRetroMoCoBoxToPath.m']); % run([MIRT_PATH '/setup.m']); addpath(SPM_PATH); % if nEco <= 10 % parpool(nEco); % this line fails on the cluster for some reason...! % end isPool = gcp('nocreate'); if isempty(i...
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MATLAB
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%% This function generates arbitrary large field with lgn indexes, given a 3*3HC input % Input: lambda_SOn_drive: LGNon input for all S cells. There should be % three unique values % temp: A template 1*N (same length of number of functions) that composes lambda_SOn_drive % ...
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MATLAB
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153
clearvars close all addpath(genpath('/storage/stella/MATLAB_toolboxes/')); % insert the path to NIFTI_studio toolbox %% simple generating three tissue masks (CSF, GM, WM) integrating info from FIRST and FAST (using MNI priors for registration) folder = pwd; slice = 86; % just to visualize maps % get structural mask ...
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MATLAB
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function [ output_args ] = prepareAnnotation(p) % loads extraction results and starts cell checker for sub = 1:p.nSubjects tic thisSub = p.subjects(sub); %% load data % load traces, filters fpath = fullfile(p.rootDir,'miniscope',['subject' num2str(thisSub)],'jointExtrac...
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MATLAB
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%% NOTE: Add ambient, add synaptic failure, maybe change ref setup function [oVE,oSpE,oGE_ampa_R,oGE_nmda_R,oGE_gaba_R,... oGE_ampa_D,oGE_nmda_D,oGE_gaba_D,... oVI,oSpI,oGI_ampa_R,oGI_nmda_R,oGI_gaba_R,... oGI_ampa_D,oGI_nmda_D,oGI_gaba_D] = ... V1NetworkUpdate_...
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MATLAB
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%{ ---------------------------------------------------------------------------- First_take number of frames in each tif files Analyzing imaging data simply At least for the correct rate ---------------------------------------------------------------------------- %} function Figure_e_Task_kaiseki_tokyo1_2022021...
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MATLAB
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function RaguDSPMap(map,ChanPos,mode,varargin) % Copyright 2009-2011 Thomas Koenig % distributed under the terms of the GNU AFFERO General Public License h = gca; pos = getpixelposition(h); msize = max(pos(3:4)) / 1000; %set(h,'XTickLabel',[],'YTickLabel',[],'FontSize',1); switch mode case 1 s = ceil(40...
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MATLAB
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function spikeData = samplesToWindows(obj, spikeData) %SAMPLESTOWINDOWS Get spatiotemporal windows around spiking events as 3D arrays % returns spikesRaw nSamples x nSites x nSpikes samplesRaw = spikeData.samplesRaw; samplesFilt = spikeData.samplesFilt; spikeTimes = spikeData.spikeTimes; spike...
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MATLAB
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function P = PVD_CNN_Params() %% Modes % ****** P.Im2Im = 3; %% Input, output and dataset % ************************** P.Input_Size = [64,64]; % Pixels. % P.Patch_Size = [32,32]; % Pixels. P.Input_Half_Size = P.Input_Size ./ 2; P.Full_Image_Margin = P.Input_Size(1); % Pixels. P.Image_Format = '.tif'; ...
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MATLAB
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function P = PVD_CNN_Params() %% Modes % ****** P.Im2Im = 3; %% Input, output and dataset % ************************** P.Input_Size = [64,64]; % Pixels. % P.Patch_Size = [32,32]; % Pixels. P.Input_Half_Size = P.Input_Size ./ 2; P.Full_Image_Margin = P.Input_Size(1); % Pixels. P.Image_Format = '.tif'; ...
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MATLAB
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%% Script to fit linear accumulated growing rate of activity for each raster % Input % Cell of Raster for each Condition % Output % M: vector of slope for each condition % B: vector of y-intercept for each condition % display summarize table % example: % >> [M,B]=slope_that_raster(R_Condition,varargin) function [...
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MATLAB
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clc clear close all %% WaitBarOpen = 1; Sensors = 0; %% if(WaitBarOpen) hWaitBar = waitbar(0,'Running CNN Simulation'); end % pool = gcp; %% NumberOfFeature = 11; NumberOfSamples = 1000; Xsize = 144; Ysize = 192; % images_origin = uint8( zeros(Xsize,Ysize,3,NumberOfFeature*NumberOfSamples) ); % images = zeros(Xsi...
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MATLAB
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clc clear close all %% WaitBarOpen = 1; Sensors = 1; %% if(WaitBarOpen) hWaitBar = waitbar(0,'Running CNN Simulation'); end % pool = gcp; %% NumberOfFeature = 11; NumberOfSamples = 1000; Xsize = 144; Ysize = 192; % images_origin = uint8( zeros(Xsize,Ysize,3,NumberOfFeature*NumberOfSamples) ); % images = zeros(Xsi...
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MATLAB
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function [spec_res, update] = spectral_analysis(app) %SPECTRAL_ANAL Summary of this function goes here % Detailed explanation goes here channel_idx = find(strcmp(app.popup_signal_spect.Value,app.popup_signal_spect.Items)); [data,ts,~, ~] = current_signal(app, channel_idx); data(:,2) = ts(1):ts(1):ts(2); spec_res = ...
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MATLAB
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154
%% dendrogram using PN data clear,clc close all load('89_PNs_array_data.mat') fnames = {'hex10','hex','iaa','two_oct','hxa','two_hep','ani','hex01',... 'msal','lcar','euc','gua','chex','bza','ger','etha',... 'apin','one_oc3','neem','gar','cit','lin'}; odors = {'Hexanol 10%','Hexanol','IAA','2-octanol',...
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MATLAB
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clc clear close all %% WaitBarOpen = 1; Sensors = 0; %% if(WaitBarOpen) hWaitBar = waitbar(0,'Running CNN Simulation'); end % pool = gcp; %% NumberOfFeature = 6; NumberOfSamples = 1000; Xsize = 144; Ysize = 192; % images_origin = uint8( zeros(Xsize,Ysize,3,NumberOfFeature*NumberOfSamples) ); % images = zeros(Xsiz...
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MATLAB
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function [fileNames,X,bid,initSz] = brainLoad(folder,mask) % This function loads in all of the .nii or .nii.gz files within a folder, % constraining the portion of the images being extracted to a mask if % supplied. The way files are loaded is by first trying to use matlab's % image processing toolbox (niftiread.m). If...
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MATLAB
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clc clear close all %% WaitBarOpen = 1; Sensors = 1; %% if(WaitBarOpen) hWaitBar = waitbar(0,'Running CNN Simulation'); end % pool = gcp; %% NumberOfFeature = 6; NumberOfSamples = 1000; Xsize = 144; Ysize = 192; % images_origin = uint8( zeros(Xsize,Ysize,3,NumberOfFeature*NumberOfSamples) ); % images = zeros(Xsiz...
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MATLAB
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function SaveParameter20190531 global SpikeArray TotalTime qMaxFRratio qMinFRratio WaterOnArrayOriginal WaterOffArrayOriginal render... TurnMarkerTime WaterOnPoint WaterOffPoint pksP1 locsP1 pksP2 locsP2 tfile fname dpath ADon CCresultDrinkOn CCresultRtouchWon CCresultLtouchWon... MaxADon MaxA1Rt MaxA2Lt W...
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MATLAB
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classdef ncs_wc_reader < handle properties sr max_segments raw_filename %channel opened_file recmin recmax num_scale_factor TimeStamps dt end methods function obj = ncs_wc_reader(par, raw_filename) obj.raw_filena...
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MATLAB
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function [rst, varargout] = ksdiscrete(pk, st, spikeflag) %-------------------------------------------------------------------------- % % ksdiscrete.m % written by Rob Haslinger, December 2009 % % This function performs time rescaling of ISIs based upon the discrete % time version of the time rescaling theorem as des...
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MATLAB
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function result = neuralTraj(runIdx, dat, varargin) % % result = neuralTraj(runIdx, dat, ...) % % Prepares data and calls functions for extracting neural trajectories. % % INPUTS: % % runIdx - results files will be saved in mat_results/runXXX, where % XXX is runIdx % dat - structure whose nth...
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MATLAB
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function topo_fdr_thresholding(spm_mat_file, con_index, cluster_forming_thr, thresDesc, use_topo_fdr, force_activation, cluster_extent_p_fdr_thr, stat_filename, height_threshold_type, extent_threshold) % write thresholded images on the disk folowing different methods % % FORMAT: topo_fdr_thresholding(spm_mat_file, con...
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MATLAB
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function [y1,y2,Pbar,Phat,PSmoothed,Kgain] = KFNotch2(x,f0,fs,varargin) % % [y1,y2,Pbar,Phat,PSmoothed,Kgain] = KFNotch2(x,f0,fs,Qbar,Wlen), % Removing Power-Line noise using a linear Kalman filter and smoother (modified according to the algorithm proposed in our KF Notch Filter paper) % % inputs: % x: vector of ...
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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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% PREPARE DATA TO PLOT NEURONAL ENSEMBLES Experiment=Experiment(Experiment~='\'); % NAMES PATCH %% Select Number of Analyzed Rasters ###### % NC = inputdlg('Enter Number of Analyzed Conditions:',... % 'Conditions', [1 50]); % NC= str2double(NC{:}); NC=numel(R_Condition); TxtCnd{1,1}=['Experimental Condit...
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MATLAB
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function [gammaSpikeRate,gammaSpikeStats] = computeSpikeGamma(data,fs,spikes,verbose) % computeSpikeGamma computed the spike-gamma rates over all channels of a % multichannel data using the spikes detected from the Janca detector [1]. % The spike-gamma code is implemented as described in [2,3]. % % [gammaSpikeR...
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MATLAB
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function lick_psth_summary_allcond(cellids,resdir,issave) %LICK_PSTH_SUMMARY_ALLCOND(CELLIDS, RESDIR, ISSAVE) Average lick PETH. % ACH_LICK_PSTH_SUMMARY_ALLCOND plots average lick PETH (beam break time stamps % aligned to an event) for all conditions of a probabilistic pavlovian % condiitoning task (likely ...
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MATLAB
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clear; close all; clc; % Daniel Sazhin % ISTART Project (UGDG) % DVS Lab % 05/13/2022 % Temple University % Edited by Jimmy for ISTART-socdoors 05/13/2022 % update 10/29/2022 % This code generates a composite reward sensitivity score using BAS and SR % data. This code also generates a composite substan...
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MATLAB
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function NW1_Pattern_2_20201208 path=['C:\Users\C238\Desktop\touchcellLtRt_Hirokane']; cd(path); LS=ls; LtNWFRUnit=[]; RtNWFRUnit=[]; LtNW1Point=0; LtNW1Fire=0; LtNW2Point=0; LtNW2Fire=0; LtNW3Point=0; LtNW3Fire=0; LtNW4Point=0; LtNW4Fire=0; LtNW5Point=0; LtNW5Fire=0; RtNW1Point=0; RtNW1Fire=0; RtNW...
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MATLAB
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function NW1_Pattern_2_20200302 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; LtNWFRUnit=[]; RtNWFRUnit=[]; LtNW1Point=0; LtNW1Fire=0; LtNW2Point=0; LtNW2Fire=0; LtNW3Point=0; LtNW3Fire=0; LtNW4Point=0; LtNW4Fire=0; LtNW5Point=0; LtNW5Fire=0; RtNW1Point=0; RtNW1Fire=0; RtN...
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MATLAB
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function AnalyzeResults15_14Class(Rdata, Rtextdata, outputfileame1, outputfileame2, ntrees) % close all; % % parameters % % % % logfileame = 'SVMOptimizedParamters03.txt'; % outputfileame1 = 'Submission55.csv'; % outputfileame2 = 'Submission55_unbiased.csv'; % % % bins = [50 75 100 120 180 250 300 500 750];%75:6:81;%12...
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function [ eval_accs ] = eval_ae_decoder_per_ses( p,av_trials_all,err_trials_all,trans_data_all,trans_data_err_all,q,trial_idx_ses,aa_sessions,n_tr,nullspace,n_rep,trans_data_all_dr,rand_control,tone_idx) %% for rep = 1:n_rep %% create two versions of trial_idx_ses: one for training, one for testing ...
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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 = 5; 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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% 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...
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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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function cluster_runMultiEchoGRE_eachCoil(reconParsFile,iC,bSaveAll) %%% NB - this file hasn't yet been updated for retroMocoBox v1.0 syntax...! if nargin < 3 bSaveAll = 0; end load(reconParsFile) run([RETROMOCOBOX_PATH '/addRetroMoCoBoxToPath.m']); % run([MIRT_PATH '/setup.m']); addpath(SPM_PATH); % if nEco <...
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function this = read_freesurfer_file(filename) % Low level reader of FreeSurfer file % FORMAT this = read_freesurfer_file(filename) % filename - FreeSurfer file % % Read ASCII triangle surface file and part of binary mgh file. % See https://surfer.nmr.mgh.harvard.edu/fswiki/FileFormats %______________________...
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classdef (Hidden) record < handle % % Class: % adi.record % % Labchart Record % % A new record is created in a file whenever settings are changed, or % whenever the users stops (then starts) a recording. properties id %record number (1 based) n_t...
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function [varargout] = etaSquared2_fast(inData1,inData2,varargin) % ------------------------------------------------------------------------- % [eta2] = etaSquared(inData1,inData2); % [eta2,eta2Idx] = etaSquared(inData1,inData2,'Distance','true','Smallest',10); % --------------------------------------------------------...
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MATLAB
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function make_model(session, channel, unit) % Make neural model % % Parameters % ---------- % - session: scalar % Session number with format: yymmdd % - channel: scalar % Channel number % - unit: scalar % Unit number info = get_info(); times = in...
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function [mean_amplitude, median_amplitude] = mean_median_ecg_amp(data, position, length_data) % function [mean_amplitude, median_amplitude] = mean_median_ecg_amp(data, position, length_data) % Extract features related to the ECG amplitude % % Inputs: % data: ECG signal as a vector (in microvolts...
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MATLAB
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function [contourTable, contourArray] = getContourLineCoordinates(cm) % Extracts coordinates from contour lines created by contour plots. % % contourTable = getContourLineCoordinates(cm) creates an nx4 table % showing the contour level, contour group number, x, and y coordinates % from the contour lines. cm is a 2xm m...
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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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close all clc clear results = importdata('J:\ECGData\PTB\AllDataSmootherResultsPTB06_ComparisonWithWavelet_Backup.txt'); fs = 1000; % results = importdata('J:\ECGData\Arrhythmia\AllDataSmootherResultsArrhythmia06_ComparisonWithWavelet_Backup.txt'); fs = 360; % results = importdata('J:\ECGData\Normal\AllDataSmootherResu...
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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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% % Test program for generating synthetic multichannel ECGs with beat-wise deviations and additive noise % % Open Source ECG Toolbox, version 2.0, April 2008 % Released under the GNU General Public License % Copyright (C) 2008 Reza Sameni % Sharif University of Technology, Tehran, Iran -- GIPSA-Lab, Grenoble, Fr...
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MATLAB
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function [x_den, x_den_smoothed, s, alpha, bl] = common_mode_noise_canceller(x, fs, varargin) %COMMON_MODE_NOISE_CANCELLER Estimates and removes common-mode noise from multichannel data % % [x_den, x_den_smoothed, s, alpha] = common_mode_noise_canceller(x, fs, varargin) % estimates and removes common-mode noise fro...
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%% TODOs %% create folders for all figs p = params_2DAA; % create folders for all figs dir_paths = {p.out_dir}; for i = 1:7 dir_paths{length(dir_paths)+1} = fullfile(p.out_dir,['fig' num2str(i)]); end for i = 1:10 dir_paths{length(dir_paths)+1} = fullfile(p.out_dir,['figS' num2str(i)]); end for i = 1:length(d...
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% plots the topographies of the liklihood of theta and alpha bursts for % different windows around stimulus onset. clear clc close all %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%% Parameters CheckEyes = true; % check if person had eyes open or closed Closest = false; % only use clo...
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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 Neuroscie...
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MATLAB
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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 [AllAverage] = lick_boxplot(StageData, resdir, WhichStageUserInput,TrialType) %LICK_BOXPLOT Compare the number of licks for the two cues of the Pavlovian task. % LICK_BOXPLOT(STAGEDATA, RESDIR, WHICHSTAGEUSERINPUT, TRIALTYPE)Creates % and saves boxplots to RESDIR, comparing the number of licks for two ...
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%% BOXPLOTS - FW in TISSUES HC vs MS N1 = length(HCsubj); N2 = length(MSsubj); g2 = repmat({'GM-hc'},N1,1); g3 = repmat({'WM-hc'},N1,1); g5 = repmat({'GM-ms'},N2,1); g6 = repmat({'WM-ms'},N2,1); g7 = repmat({'NAWM-ms'},N2,1); g8 = repmat({'T1L'},N2,1); g9 = repmat({'T2L'},N2,1); g10 = repmat({'periles'},N2,1); x2...
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%% This gives an example of a multicriterial genetic algorithm which refits the ToR-ORd model to aim for % APD 400 (greater than in control) and CaT amplitude of 2e-4 (200 nM), % which is smaller than in control. This is of course just an artificial % example with no particular meaning. If you're unfamiliar with this ...
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% dtft_test.m % test mex versions of DTFT by comparing to m-file versions for1 = @(om, x) jf_mex('dtft,forward', om', x, int32(1)); adj1 = @(om, Xm, N) jf_mex('dtft,adjoint', om', Xm, int32(N), int32(1)); % % 1d tests % if 1, printm '1d dtft for' N1 = 32; M = 10; om = 2*pi*[0:(M-1)]'/M; % test with uniform frequen...
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function fig4_dos(folder, save) %% Figure 4: DOS as a function of threshold for different modes % Subplots/information: % - DOS matrices for different modes and thresholds (e.g. 3x4 matrices) % - Sorted plots of DOS per node for all 20 thresholds %% Load and normalize if nargin == 0 folder = 'All'; end load('stru...
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MATLAB
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function convertFlatmapToSurface(inFile, templateFile, oName, fsPath) % Converts a FreeSurfer flatmap to a surface file. % % This function converts a FreeSurfer flatmap patch (e.g., `lh.cortex.patch.flat`) % into a FreeSurfer surface file (e.g., `lh.flat`). It adjusts the flatmap's % vertex indices and coordinates to...
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function bootstrapIntan(obj, rhdFiles) %BOOTSTRAPINTAN Summary of this function goes here cfgData = struct(); for iFile = 1:numel(rhdFiles) rawPath = jrclust.utils.absPath(rhdFiles{iFile}); if isempty(rawPath) continue; end fileData(iFile) = jrclust.detect.Intan...
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function s = convert(tree,uid) % XMLTREE/CONVERT Converter an XML tree in a structure % % tree - XMLTree object % uid - uid of the root of the subtree, if provided. % Default is root % s - converted structure %__________________________________________________________________________ % %...
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% applying ICA and Pi-CA after maternal ECG removal clear; close all; load('FOETAL_ECG.dat'); data = FOETAL_ECG(:,2:end)'; time = FOETAL_ECG(:,1)'; clear FOETAL_ECG; fs = 250; % load('data.txt'); % time = data(:,1)'; % data = data(:,2:end)'; % fs = 1000; % data = data + 32768; % data(data>32768) = data(d...
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MATLAB
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function hFigProj = plotFigProj(hFigProj, hClust, sitesToShow, selected, boundScale, channel_idx, doAutoscale) %PLOTFIGPROJ Plot feature projection figure if nargin < 7 doAutoscale = 1; end hCfg = hClust.hCfg; hFigProj.clearPlot('foreground2'); % clear secondary cluster spikes if strc...
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% Funtion that genera COlr of The Ensembles % According to the number of ensembles and conditions % Input % TotalNG: Total Number of Ensembles % NC: Number of Conditions % NGroups: N ensembles in each Condition % Ouput % Colormap Matrix NC+1 x 3 RGB function ColorState=colormapensembles(TotalNG...
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%% unit testing for spmup_despike % uses medfilt1(x,3) from matlab on a small synthetic 4D set % the comparison focuses on the median filter itself from which one derives % the despiked data - but if the filter is bad so will be the despiked data % outputs the percentage difference, look at what is different and by how...
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function sigInfo = wfdb_desc(headname) %WFDB_DESC Read and parse a WFDB .hea header into a struct array. % % sigInfo = wfdb_desc('recordname') % % Fields produced per channel (mirroring your original intent): % RecordName, channels, SamplingFrequency, LengthSamples, time, date, StartTime % File, Format, Ga...
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%% pls for chromosome 17 clear %% load up data used in UKB_GxE.m or UKB_GxE_cross_validation.m load('D:\Canada_2020\UK_biobank\reports\AD\genetics\reports\crossval_inprogress.mat'); chr17snps={'rs117421612_G';'rs12603072_A';'rs12938775_G';'rs12946564_G';'rs2532261_A';'rs2532351_C';'rs2732702_T';'rs28364628_C';'rs333116...
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function PV_R_L_J(cellids, resdir, spec, issave) %PV_R_L_J(CELLIDS, RESDIR, SPEC, ISSAVE) Latency and jitter CDF of event evoked %spiking. % PV_R_L_J(CELLIDS,RESDIR, SPEC ISSAVE) calculates latency and jitter for % event evoked spiking of neurons listed in CELLIDS. If CELLIDS is and % empy cell, parvalbumin+...
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function [CI,p,sig,padj] = rst_pbH1rep(data1,data2,nboot,alpha,est,q,mu) %PBH1REP - percentile bootstrap test to compare 2 dependent groups % [CI,p,sig,padj] = pbH1rep(data1,data2,nboot,alpha,est,q,mu) % 2 tailed bootstrap test based on the estimation of H1, the % hypothesis of an experimental effect. % The 2 groups m...
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MATLAB
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%%datamatrix creation numbercolturemax = str2num(cell2mat(inputdlg('how many coltures you have?', 'Max Colture Number'))); numbercolture = str2num(cell2mat(inputdlg('How many coltures do you want to analyze?', 'Colture Number'))); %max_c_tot = str2num(cell2mat(inputdlg('How many days do we follow coltures?', 'days'))...
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function save_trans_results(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','mul...
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MATLAB
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function [X,oid,mdl,pcao] = rmOutliers(X,varargin) % load in defaults options = struct('parallel',true,'rep',1,'repThresh',0.8,'prepro','none','pcaP',0.05,'pcaPermN',5000,'stnd',true,'nonconsec',true,'propOutliers',0.1,'outlierMethod','median','outlierDir','row','outlierThresh',3); optionNames = fieldnames(options); ...
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MATLAB
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function detect_split_cells(p) % we detect split cells via temporal correlation and spatial proximity % we do this after annotation and save the classification % this is later used in the data organization step to exclude cells %% load filters and traces and apply selection from annotation for sub...
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MATLAB
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function ePE = PE( x, delay, order, windowSize ) % @brief PE efficiently [UK13] computes values of permutation entropy [BKP02] in % maximally overlapping sliding windows % % INPUT % - x - considered time series % - delay - delay between points in ordinal patterns (delay = 1 means successive points) % - order -...
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function [spec_res, update] = spectral_analysis(app) %SPECTRAL_ANAL Summary of this function goes here % Detailed explanation goes here channel_idx = find(strcmp(app.popup_signal_spect.Value,app.popup_signal_spect.Items)); [data,ts,~, ~] = current_signal(app, channel_idx); data(:,2) = ts(1):ts(1):ts(2); spec_res = ...
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MATLAB
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% sobi() - Second Order Blind Identification (SOBI) by joint diagonalization of % correlation matrices. THIS CODE ASSUMES TEMPORALLY CORRELATED SIGNALS, % and uses correlations across times in performing the signal separation. % Thus, estimated time delayed covariance matrices must be nonsi...
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%% To select the spatial regime of interest across the 10000 initial partitions % This code find the most stable partitions (lower dissimilarity; VIn) for % a given topological scale (number of communities). Takes the output in Run_MSCD_10000_par.m % set path and directory % ------------------------ options = {}...
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function [y1,y2,Pbar,Phat,PSmoothed,Kgain, innovations] = KalmanSmoother(x,b,a,varargin) % % [y1,y2,Pbar,Phat,PSmoothed,Kgain, innovations] = KalmanSmoother(x,b,a,q,r,gamma,wlen,mode), % Removing lowpass noise using a first order linear Kalman filter and smoother % % inputs: % x: vector of noisy signals contaminated wi...
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MATLAB
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function [hdr,data]=read(filename) machineformat='ieee-le'; ind=findstr(filename,'.'); if ~isempty(ind) fileprefix=filename(1:ind-1); else fileprefix=filename; end if exist(strcat(fileprefix,'.hdr'),'file') & exist(strcat(fileprefix,'.img'),'file') type=0; hdr_filename=strcat(filepre...