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MATLAB
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74
clear close all clc c = lines(7); color(1,:) = [0 0 0]; color(2,:) = [.6 .6 .6]; color(3,:) = [.6 .3 .6]; color(4,:) = c(2,:); figure('Units','normalized','OuterPosition',[.1 .1 .05 .2]) hold on [p_matched,p_non,p_obs,p_obsonly] = prepare_for_barplot('discharge'); keepVars() plotkon(p_obsonly, p_obs, p_non,color,1)...
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MATLAB
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function [eyeFeatureTrls, oriFeatureTrls, tiltOfOriFeature]... = findTrialsForFeatures(STIM) % Pull trials from STIM for use in Feature Selection Code % Everything is in the first column bc BRFS format is [adapter STIM.suppressor] % Find tils available in brfs trials brfsTrls = find(~STIM.blank & strcmp(STIM.task...
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MATLAB
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function FS_tiff(videodata,varargin) % FS_tiff % Create multipage Tiff stack from the .mov files form the FreedomScope % Created: 2016/02/12 % By: WALIII % Updated: 2016/02/15 % By: WALIII % FS_BatchDff_TM will do several things: % % 1. Create a grayscale mtif, called 'G.tif' % 2. Creates a RGB mtif, ...
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MATLAB
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function ASLBASILanalysis(SUBJECT, locationASLlabelcontrolPLDNIFTI, locationM0, locationMask, outputmap, PLDlist, locationBASILinfo, artoff, spatialoff) % ClinicalASL toolbox 2023, JCWSiero PLDstring = sprintf('%.05g,' , SUBJECT.PLDS(PLDlist)); PLDstring = PLDstring(1:end-1);% strip final comma if nargin >= 7 ...
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MATLAB
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%% Reconstruct data for all conditions clear; clc; t = 101:20:621; evCrit = 0.5; for m = 1:2 if m == 1 load(['Data_A_trial_fixation_ev' num2str(evCrit) '.mat']); else load(['Data_B_trial_fixation_ev' num2str(evCrit) '.mat']); end % firing rate dataT = struct('unit',[],'time',[]); ...
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MATLAB
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%% Remove Hot Spots function [I, Imax, Imin] = MIRO_Hotspot(I,alpha,var,method) %% Median filter pad = [2, 2]; I1 = padarray(I,pad,'replicate','both'); I_med = medfilt2(I1); I_med = removePad(I_med,pad); I2 = I; %% Hotspot removal T = alpha.*sqrt(medfilt2(var)+I_med); I2(abs(I-I_med)>T) = I_med(abs(I-I_med)>T); I2(I...
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MATLAB
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function [pivot_vals, pivot_inds] = custom_round(pivots, arr, is_round) % Function custom_round floors (or rounds) one array to the custom values of the other. % Assumption: The arrays are sorted. Default: floor to lower pivot % % Inputs: % pivots - (1xN array) - Array of pivot values that define the rounding gr...
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MATLAB
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function [food_fixed, beam_fixed, air_fixed] = intrp_t_to_snr(food_timings, beam_timings, ... airpuff_timings, ... envs, snr_t_cellarr) % function intrp_t_to_snr corrects the times of the all time arrays i...
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MATLAB
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load("timeseries.Yeo2011.mm316.mat"); for m = 1:316 subject_mx645 = corrcoef(transpose(subjects(m).mx645)); subject_mx1400 = corrcoef(transpose(subjects(m).mx1400)); subject_std2500 = corrcoef(transpose(subjects(m).std2500)); subject_mx645(24,:) = []; subject_mx645(:,24) = []; subject_mx14...
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MATLAB
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function a = Spectral_filter(a,r1,r2,kmin,T,s,sampling,pad,is3D,sigma_z) if is3D == 0 if kmin < T a = padarray(a,pad,'replicate','both'); [X, Y] = meshgrid(1:size(a,2),1:size(a,1)); Xc = ceil(size(a,2)/2); Yc = ceil(size(a,1)/2); r = sqrt((X-X...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <importRAW: imports GEN3 RespirAct data > % % 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 Foundat...
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MATLAB
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function [sorted_weight, phase] = Aligment(Synaptic_weight, Env_track, k, phase, ... n_ca3_per_track, M, s, use_gpu) %{ Given a weight matrix, we want to subtract the activated neurons at the environment n-k and align them according to the \Delta phase. Parameters: Synaptic_weight: Weight matrix Env_tr...
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MATLAB
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function plotPopulationData_Fig04(Fig04) %% READ ME figure(41); %% Colormap colors=flip(Fig04.constants.colormap((1:4),:)); tempMap(1,:)=Fig04.constants.colormap(2,:);%NREM tempMap(2,:)=Fig04.constants.colormap(4,:);%Active Awake tempMap(3,:)=Fig04.constants.colormap(3,:);%Quiescence tempMap(4,:)=Fig04.consta...
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MATLAB
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function comp = set(comp,varargin) % SET Set Level_comp properties and return the updated object. % Property names are: % Sig_comp,Input_method, Static_value, Value_formula, Static_reps, Reps_formula, % Seq_values, Seq_values_str, Coord_index, Index_formula, Wrap, Fixed_num_data, Sweep. property_argin = varargin; whi...
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MATLAB
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constants options = odeset('RelTol',1e-4,'AbsTol',1e-4); %% Choice of stimulation parameters start_stim = 10; % [s] When to start the current stimulation end_stim = 10; % [s] When to end it f_stim = 1; % [Hz] At what frequency do you want the current pulses to be? TMAX = 10; % [s] Until...
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MATLAB
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function samp_points=synth(handles,trial_index) % SYNTH is BEHAVIOR synth function. % SAMP_POINTS=SYNTH(HANDLES,TRIAL_INDEX) Samples the signal % according to the given SAMP_RATE and TRIAL_DUR. Returns the sampled % points. stimlist = handles.stimlist; type = char(stimlist.T{trial_index,'type'}); paramline = stimlist....
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MATLAB
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%%% Parameters of model %%% c = .5; %contrast sigma = .5; %semisaturation constant sigma_opp = .9; %semisaturation constant for opponency cells p.varNoise = 0.05; %noise intensity p.varImpResp = 500; %temporal correlation of OU noise (ms) p.s = [sigma,sigma,si...
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MATLAB
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function SaveDataNII(data, outputfilenm, dummyfilenm, scaleslope, datarange, TR) % TR is s data_info = niftiinfo(dummyfilenm); % read metadata nifti for saving nifti with same header if isfloat(data) data_info.Datatype = 'double'; data_info.raw.datatype = 'FLOAT64'; data_info.BitsPerPixel = 64; da...
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MATLAB
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function [d, h] = densityScatter(X,param) % % function [d, h] = densityScatter(X,param) % % Authors: % (c) Matthias Chung (e-mail: mcchung@vt.edu) in April 2016 % % % MATLAB Version: 8.6.0.267246 (R2015b) % % Description: % Create scatter plot of data and generates vector of density value for % each...
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MATLAB
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function [exp1, exp2] = makeLaserGapThresholdExp(gapDurations, delays, trialFac, ... shamTrialFac) %MAKELASERGAPEXP creates an experiment with gap stimuli and intervined %laser stimulation. % Arguments (defaults in square brackets): % gapDurations - an array of the set of gap durations % delays - an array of ...
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MATLAB
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% perfom SVM and return AUCs function [aucs, xs, ys, tf] = svmAUC (indata, outdata, crossN) t = templateSVM('BoxConstraint', 1, 'KernelFunction', 'gaussian', 'KernelScale', 3.3, 'Standardize',1); % 2.8 in the app CVMdl = fitcecoc(indata, outdata, 'Learners', t, 'Kfold', crossN); % 'FitPosterior', 1, needed for...
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MATLAB
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function NA_data = mean_reduce_16x2_raw_data(NA_data, is_new_layout) % Function mean_reduce_16x2_raw_data() removes correlated noise from 16x2 recording, as done by % the dual shank Campbridge Neurotech array. % % Inputs: % NA_data -(Nx32 matrix, double) - The NA data, after conversion to doub...
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MATLAB
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%needs to create a .txt log file with any composite info, masks and data %info, ez_seg_poaram info, and object_class info function write_log(pipeline_data) point_paths = keys(pipeline_data.points.pathsToPoints); pt_path = point_paths{1}; % save log file with object name, open for editing % sav...
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MATLAB
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function backup_old_KS_outputs(curr_exp_dir) % Looks for existing Kilosort outputs from previous runs and moves them % to a backup location. This prevents the mixture of outdated clusters with % the new results. % Only 3 files are omitted, since they are sometimes reused by Kilosort % between...
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MATLAB
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function type = OutputCommand(toReward) %food = 1, water = 2, airpuff = 3 if strcmp(toReward.state,'go') switch toReward.beamind case 1 %infood1 type = 1; chanid = 'Port1/Line0:0'; case 2 %inwater1 type = 2; chanid = 'Port1/Line2:2'; case 3 %i...
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MATLAB
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figure; %% Heatmaps of mean GCaMP6s fiber photometry signals from ACCCAMKII neurons during pup gathering events in sires (n = 6). %The left panel is a heatmap of data aligned to the pup contact. Each row is the mean activity across all mice for each of 6 days. %The right panel shows the same signals aligned to the ...
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MATLAB
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figure; %% Heatmaps of mean GCaMP6s fiber photometry signals from ACCCAMKII neurons during pup gathering events in dams (n = 7). %The left panel is a heatmap of data aligned to the pup contact. Each row is the mean activity across all mice for each of 6 days. %The right panel shows the same signals aligned to the e...
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MATLAB
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function [Xc,Z]= airPLS(X,lambda,order,wep,p,itermax) % Baseline correction using adaptive iteratively reweighted Penalized Least Squares; % Input % X:row matrix of spectra or chromatogram (size m*n, m is sample and n is variable) % lambda: lambda is an adjustable parameter, it can be adjusted ...
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MATLAB
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classdef (Abstract) PsychPortAudioPlayer < AudioPlayer %PSYCHPORTAUDIOPLAYER is a PsychPortAudio implementation of AudioPlayer. % This abstract class can be used as starting point to PsychPortAudio % implementations of AudioPlayer. It wraps initialization code of % PsychPortAudio to create a class with a proper i...
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MATLAB
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function [img, interx, intery, interz] = loadSdt(filename) [junk file_len] = size(filename); if filename(file_len-3:file_len)== '.sdt' | filename(file_len-3:file_len)== '.spr' newfilename = filename(1:file_len-4); else newfilename = filename; end [fid message] = fopen([newfilename, '.spr'],'r'); ...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <demeanData: subtracts the mean value of each voxel timeseries > % % 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 ...
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MATLAB
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load("timeseries.Yeo2011.mm316.mat"); for m = 1:316 subject_mx645 = corrcoef(transpose(subjects(m).mx645)); subject_mx1400 = corrcoef(transpose(subjects(m).mx1400)); subject_std2500 = corrcoef(transpose(subjects(m).std2500)); subject_mx645(24,:) = []; subject_mx645(:,24) = []; subject_mx14...
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MATLAB
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function ASLT1Registration(SUBJECT, prefix) % ClinicalASL toolbox 2023, JCWSiero % Register ASL T1fromM0 to T1 anatomy system([' flirt -in ' SUBJECT.ASLdir prefix '_T1fromM0 -out ' SUBJECT.ASLdir prefix '_T1fromM0_2T1 -ref ' SUBJECT.ANATOMYdir 'T1_brain -omat ' SUBJECT.ASLdir prefix '_ASL_2T1.mat -cost mutualinfo...
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MATLAB
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function [SUBJECT] = ASLExtractParamsDICOM(SUBJECT, filename) % ClinicalASL toolbox 2023, JCWSiero tic disp(' Reading DICOM info... ') info = dicominfo(fullfile(SUBJECT.DICOMdir, filename)); elapsedTime = toc; disp(['..this took: ' num2str(round(elapsedTime)) ' s']) %%%%% 3. Scan information %%%%%%%%%%%%%%%%...
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MATLAB
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function ASLMNIRegistration(SUBJECT, prefix) % ClinicalASL toolbox 2023, JCWSiero % Register ASL T1fromM0 to MNI 2mm anatomy system(['flirt -in ' SUBJECT.ASLdir prefix '_T1fromM0 -out ' SUBJECT.ASLdir prefix '_T1fromM0_2MNI -ref ' SUBJECT.MNIdir 'MNI_T1_2mm_brain -omat ' SUBJECT.ASLdir prefix '_ASL_2MNI.mat -cost co...
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MATLAB
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function behavior_sound_responses(sounds_table, data_folder, out_folder) spiketime_files = dir(fullfile(data_folder, 'ch_*_spiketimes_snr.mat')); channels_to_run = []; for i = 1:length(spiketime_files) num = str2double(spiketime_files(i).name(4:5)); channels_to_run = [channels_to_run num]; end pre_trigger_...
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MATLAB
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function [T,R] = calibrateGroundPlaneOnFloor(groundMarkers) %Calculate lengths of triangle lengths to work out which markers are which sides d12 = norm(groundMarkers(:,1) - groundMarkers(:,2)); d23 = norm(groundMarkers(:,2) - groundMarkers(:,3)); d31 = norm(groundMarkers(:,3) - groundMarkers(:,1));...
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MATLAB
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function [vol group] = micca(input,mask,outdir,thresh) % % [vol group] = micca(input,mask,outdir,[thresh]) % % creation du repertoire de sortie if ~exist(outdir,'file') mkdir(outdir) end %% lecture des fichiers d'entree input = dataset('file',input,'readvarnames',false); mask = dataset('file',mask,'readvarnames',f...
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MATLAB
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function objects = plot_short_time(ax1, ax2, param, trials, loc, tab_bhv, zones, ... start_time, annotate) ax = ax1; ax.FontSize = param.fontsize_ax; axes(ax) hold on ax.YLim = pi * [-1 1]; ax.Color = 'w'; if annotate ax.YLabel.String = {'Angular position', '[degrees]'}; ax.YLabel.FontSize = param.fontsiz...
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MATLAB
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%% This scripts loads cortical thickness values for each subject and resamples them for functional resting-state networks % (Yeo et al., 2011; https://doi.org/10.1152/jn.00338.2011) % % Written by Christina Stier, 2022 % load surface description for remapping from suma vertex-resolution to yeo-networks load('/home/un...
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MATLAB
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function [SpcTimeVector,F,SpcContactAvg] = ... plotSpectrogramFullContactAvg(IDX,ConditionToTest) conditionTable = IDX.allV1(1).condition; conditionName = conditionTable.Properties.RowNames{ConditionToTest}; titleText = {'FullContactAvg',conditionName}; % Average across contacts travg_spc = nan(size(IDX.allV1,2)...
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MATLAB
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function [] = tif2mpeg() % % TIF2MPEG Function that transform .gif file with multiple frames into % MPEG-4 movie with number of the frame printed in the corner. % The movie can be RGB or Grayscale % % Params: % frameRate - frames / sec. % % Usage Example: % >> [inputFile, path] = uigetfile('*.tif...
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MATLAB
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function FS_FormatInscopix % FS_FormatInscopix % Parse Data from old data formats into FreedomScope forma % Created: 2017/08/09 % By: WALIII % Updated: 2017/08/09 % By: WALIII % FS_AV_parse will do several things: % % 1. Seperate Audio and Video, and place them into .mat files in a .mat ...
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MATLAB
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function gramm_2x2_line(IDX) %% Goal % use gramm and plot the simultaneous congruent, incongruent, and monoc % preferred. % line plots using "methods for visualizing repeated trajectories" %% Initial variables conditNameForCC = IDX.allV1(1).condition.Properties.RowNames; TM = IDX.allV1(1).TM(1:560); clear DataForVis...
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MATLAB
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function [observed_average_firing,shuffle_firing_threshold,shuffled_average_firing] = compute_tuning_cells(calcium_data,calcium_time,calcium_fps,... behav_data,behav_time,behav_fps,... nrand,percentile_threshold) % ...
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MATLAB
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function [valid_flag,err,is_formula]=check_if_legal(comp,prop,val,def_arr,var_arr) % CHECK_IF_LEGAL checks the legacy of the given val as a ETime_comp-object property. % [VALID_FLAG,ERR,IS_FORMULA]=CHECK_IF_LEGAL(COMP,PROP,VAL,DEF_ARR, % VAR_ARR) checks that VAL is a legal value for the ETime_comp-object property-...
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MATLAB
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% GET_MIXER_PARAMS returns right setting for the mixer in order to select % the right channels for each ear. % {R_CONNECT,R_SELECT,L_CONNECT,L_SELECT]=GET_MIXER_PARAMS(RUN_LINE) % retruns the right values for the connect and select tags in the rpvds % circuits (R_CONNECT,R_SELECT for RPX2's circuit and % L_CONNECT,L_SE...
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MATLAB
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function out = gason( in ) % Convert between JSON strings and corresponding JSON objects. % % This parser is based on Gason written and maintained by Ivan Vashchaev: % https://github.com/vivkin/gason % Gason is a "lightweight and fast JSON parser for C++". Please see the % above link for license informa...
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MATLAB
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function [NA_db, NA_mdata, NA_raw_db, NA_big, NA_ch_num] = load_NA(exp_beh_part_dir, do_load_NA_big) % Function load_NA() reads the neural activity (NA) that is produced by the Kilosort2 wrapper, % in the ks_output folder, inside the experiment folder. % % Inputs: % exp_beh_part_dir - (str) -...
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MATLAB
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function SaveFIGUREtoPNG(data, mask, datarange, outputloc, suffix, label, COLORMAP, blackfont) % ClinicalASL toolbox 2023, JCWSiero % CBF or CVR map for different COLORMAPS: Crameri et al, "Misuse of colour in science communication' Nat. Comm 2020 % options are for example 'Viridis' (blue to yellow, converging map...
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MATLAB
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%************************************************************************** %************************************************************************** % % MinCE is a function for thresholding using Minimum Cross Entropy % The code calculates % % input = I ==> Image in gray level % output = % I1 ...
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MATLAB
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% Authors : Tatjana Schmitt & Simon Wadle 2019-2022 function [stimulus_responses_zscore, stimulus_responses_meanact] = tone_evoked_activity(dF_F_image_resized, time_points, z_score_threshold) % function needs start and end times, dF_F_res. image, start and end times [x_pixels, y_pixels, ~]= size(dF_F_image_r...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <wDenoise: a wrapper function to perform wavelet-based denoising using the MATLAB wavelet toolbox > % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General P...
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MATLAB
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function adaptedFAPlot(obj,modelName, pred) %% adaptedFAPlot % Specilized function deviating from what is plotting in dataModelling.m % as here there is False Alarms in the ITI are independent of the coherence % level (as we defined them as before target onset). Run within dataModelling.m. % This automatically add...
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function [valid_line,err_msg]=check_if_valid(line) % CHECK_IF_VALID checks the validity of the line. % [VALID_LINE,ERR_MSG]=CHECK_IF_VALID(LINE) checks the validity of the line % returns 1 if valid and 0 otherwise (through VALID_LINE). If the line is % invalid, then ERR_MSG will hold the error message for which the Li...
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function [valid_flag,err,is_formula]=check_if_legal(comp,prop,val,def_arr,var_arr) % CHECK_IF_LEGAL checks the legacy of the given val as a Phase_comp-object property. % [VALID_FLAG,ERR,IS_FORMULA]=CHECK_IF_LEGAL(COMP,PROP,VAL,DEF_ARR, % VAR_ARR) checks that VAL is a legal value for the Phase_comp-object property-...
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%---------------------------------------------------------------% % This is the main script for getting the list of 1's and 0's % % for correct and incorrect trials for each epoch using a % % state-space model -- Wenbo Tang (Jan 05, 2023) % %-------------------------------------------------------...
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%% Reconstruct data for all conditions clear; clc; t = 101:20:621; evCrit = 0.5; for m = 1:2 if m == 1 load(['Data_A_trial_fixation_ev' num2str(evCrit) '.mat']); load('tarDir_A.mat'); else load(['Data_B_trial_fixation_ev' num2str(evCrit) '.mat']); load('tarDir_B.mat'); end ...
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function [ IndexOutput ] = QueyranneAlgorithm( F, index ) % [ IndexOutput ] = QueyranneAlgorithm( F, Index ) % % This function is an implementation of the Queyranne's algorithm for a % symmetric submodular function F of the set Index. % % Input --- % F: A function hundle, F( X ) is supposed a symmetric submodul...
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MATLAB
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function [ravg,rstd] = tdrMeanAndStd(data,avgpars) % tdrMeanAndStd compute mean and std of responses % % Inputs: % data: population response (sequential or simultaneous, see 'help tdr') % avgpars.trial: logical indeces of trials/conditions to use [ntr 1] (def: all) % avgpars.time: logical indeces of times to use [np...
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MATLAB
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clear all; close all; %% ********************read tiff file******************** fname='C:\Users\Yuying Tan\Documents\Research\Cheng Lab\SRS imaging data\T cell\2018-08-28 fixed CD8 C75 study\Activated_CD8_7.tif'; info = imfinfo(fname); num_images = numel(info); for k = 1:num_images hSRS_data(:,:,k) = imrea...
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function adj_res() close all cam = videoinput('tisimaq_r2013', 2, 'Y800 (1280x960)'); src = getselectedsource(cam); cam.FramesPerTrigger = 1; cam.triggerrepeat = 100; src.Exposure = 0.01; start(cam); pause((cam.triggerrepeat+10)*src.Exposure); data = getdata(cam, 100); ...
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MATLAB
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function plot_raw_NA_overlay_spikes(final_db, mdata) % === Load the first raw_data_file ==== f_name = mdata.first_raw_f_name; raw_NA = load(f_name); n_channels = size(raw_NA.data, 2); h_f = figure(); h_ax = axes(h_f); n_samples = 4*1e5; % == Plot the raw NA - turned to double, mean-reduced === if strcmp(mdata.neural...
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MATLAB
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function probs = data_to_probs(X, params, options) %----------------------------------------------------------------------- % FUNCTION: data_to_probs.m % PURPOSE: Compute probability distributions for time series data X % % INPUTS: % X: time series data in the form (units X time) % % params: parame...
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function gramm_classIOTlaminar_line(IDX) %% Goal % use gramm and plot the simultaneous congruent, incongruent, and monoc % preferred. % line plots using "methods for visualizing repeated trajectories" %% Initial variables conditNameForCC = IDX.allV1(1).condition.Properties.RowNames; TM = IDX.allV1(1).TM; clear DataF...
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <import_Physio: imports GEN4 RespirAct data > % % 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 Fou...
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MATLAB
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function coeffs = SLsheardec2D(X,shearletSystem) %SLsheardec2D Shearlet decomposition of 2D data. % %Usage: % % coeffs = SLsheardec2D(X,shearletSystem); % %Input: % % X: 2D data in time domain. % shearletSystem: Structure containg a shearlet system. Such a system can % be computed with SLge...
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function multi_fig_save(fighandle,save_dir,filename,formats,varargin) %save in multiple formats in a single command % % multi_save(fighandle,save_dir,filename,formats) % % % % % renderer='painters'; res=300; nparams=length(varargin); if mod(nparams,2)>0 error('Parameters must be specified as parameter/value pairs')...
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MATLAB
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function [valid_flag,err,is_formula]=check_if_legal(comp,prop,val,def_arr,var_arr) % CHECK_IF_LEGAL checks the legacy of the given val as a Depth_comp-object property. % [VALID_FLAG,ERR,IS_FORMULA]=CHECK_IF_LEGAL(COMP,PROP,VAL,DEF_ARR, % VAR_ARR) checks that VAL is a legal value for the Depth_comp-object property-...
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MATLAB
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function level=isodata(I) % ISODATA Compute global image threshold using iterative isodata method. % LEVEL = ISODATA(I) computes a global threshold (LEVEL) that can be % used to convert an intensity image to a binary image with IM2BW. LEVEL % is a normalized intensity value that lies in the range [0, 1]. %...
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MATLAB
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function showCase % Example showing a variety of effects possible with notBoxPlot % % function NBP.showCase % % % Purpose % Showcase notBoxPlot % % % No inputs or outputs % % % Rob Campbell W=which(['NBP.',mfilename]); fprintf('Running example located at %s\n',W) hFig=figure(1984); set(hFig,... 'Name','notBo...
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MATLAB
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function level=isodata(I) % ISODATA Compute global image threshold using iterative isodata method. % LEVEL = ISODATA(I) computes a global threshold (LEVEL) that can be % used to convert an intensity image to a binary image with IM2BW. LEVEL % is a normalized intensity value that lies in the range [0, 1]. ...
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function [lineOut, fillOut] = CIshade_flicker(amatrix,alpha,acolor,F,smth, lineStyle, varargin) % usage: stdshading(amatrix,alpha,acolor,F,smth) % plot mean and sem/std coming from a matrix of data, at which each row is an % observation. sem/std is shown as shading. % - acolor defines the used color (default is red...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <import_VSGD: imports GEN4 RespirAct data > % % 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 Found...
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MATLAB
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%% % Population steady state calculation using adjusted Eqn. 4.33 % from de la Rocha, 2007 (converts the integral to use erfc) %% function [firing_rates,nan_warning,warning_notice] = ... theory_firing_rate_fn(m_ext, var_ext,tau_m,tau_r,V_th,V_r,J,Npop,... J_sigma,alpha,tau_s) %% Find the steady state firing ...
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MATLAB
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function [WTA,PercentRivalry,meanD,coefVarD,meanDmix] = model_core_adap(p,PlotSwitch,GaussKernelSwitch) % Simulation: ode45 integration, metrics calculation % Returns the WTA index, the percentage of dominance time (PDT), % the mean percept duration, the coefficient of variation (CV) of percept durations % and th...
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MATLAB
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function setdefaultbutton(figHandle, btnHandle) % WARNING: This feature is not supported in MATLAB and the API and % functionality may change in a future release. %SETDEFAULTBUTTON Set default button for a figure. % SETDEFAULTBUTTON(BTNHANDLE) sets the button passed in to be the default button % (the button and call...
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function generatePanels_Fig06_rev(Fig06) plotTime=((1:length(Fig06.stim_evoked_Transitions.transition2Awake.dHbT))/Fig06.constants.dal_fr)-10; %% State Transitions P15 figure(60); subplot(2,2,1); hold on; plot(plotTime,mean(Fig06.stim_evoked_Transitions.steadyAwake.dHbT,1),'r'); plot(plotTime,mean(Fig06.stim_e...
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MATLAB
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function visIDX_FullTmBRFS_ReTrig(IDX,dataType) %% Initial variables conditNameForCC = IDX.allV1(1).condition.Properties.RowNames; TM = IDX.allV1(1).tm; uctLength = length(IDX.allV1); % B. pull out all laminar matrices 3x(6,450,el#) %preallocate SDF = nan(size(IDX.allV1(1).SDF.raw,1),size(IDX.allV1(1).SDF.raw,2),u...
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MATLAB
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%% LaBGAS_copy_single_trial_con_imgs_CANlab_folder_struct % % This simple script copies all single trial con images from % rootdir\firstlevel\model_x_yyy\sub-zz\ to % rootdir\secondlevel\model_x_yyy\data\sub-zz % to prepare second level analysis with CANlab batch scripts % % Con images include % 1. con_0001-3 defined i...
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MATLAB
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function [toPlay, toReward] = selectSound(behavior, area, toReward, handles) % stimdir : area|good sound|bad sound|neutral sound|probabilities % behavior: area(1-n)|IA number(1-12)|behavior type(1-eat,2-drink,3-get airpuff| response(reward/punishment/nothing) % toPlay: index in the stimulusList of the sound that shoul...
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MATLAB
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function plot_Adult_Transitions(~) load('Fig6_AdultPlots_Turner.mat'); theAnimals=fieldnames(AnalysisResults); for anNum=1:size(theAnimals,1) evokedTypes=fieldnames(AnalysisResults.(theAnimals{anNum}).EvokedAvgs); for typeNum=1:size(evokedTypes,1) GroupedData.(evokedTypes{typeNum}).dHbT(anNu...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <basicCVR: generates a basic CVR map using baseline and stimulus indices > % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General Public License as publishe...
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MATLAB
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function [features]=ephys_pipeline_smscore(s,fs,varargin) %computes spectral features of a given signal % % nparams=length(varargin); if mod(nparams,2)>0 error('Parameters must be specified as parameter/value pairs'); end n=1024; % spectrogram window size overlap=1000; % spectrogram overlap sigma=1.5; % Gaussian t...
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MATLAB
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function [Result] = AO_SetStimulationParameters(FirstPhaseDelay_mS,FirstPhaseAmpl_mA,FirstPhaseWidth_mS,SecondPhaseDelay_mS,SecondPhaseAmpl_mA,SecondPhaseWidth_mS,Freq_hZ,Duration_sec,ReturnChannel,channelnumber); %%This function Set the parameter of the stimularion % FirstPhaseDelay_mS: the delay of the first phase %...
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MATLAB
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% Copyright (C) Alex A. Bhogal, 2021, University Medical Center Utrecht, % a.bhogal@umcutrecht.nl % <grabTimeseres: extract voxel timeseries data and associated coordinates > % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General Public License as publishe...
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MATLAB
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function [behavior_struct_arr, NA_FR_arr] = create_aligned_times(t_sim_times, t_sound, NA_db, t_state) % Function create_aligned_times creates a cell array of structs, each corresponding to one window of the % simulation. The window length are defined based on the predefined FPS. % % Inputs: % t_sim_times - ((FPSx...
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MATLAB
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function show_maps_mouse_dev_copy_allages( map,map_dxyz,pmap,pthresh,ana,ana_dxyz,... brain_mask,bounding_box,vmin,vmax,vmean,vsigma,cluster_size,selected_slices,option,brightness) ana = ana(:,:,selected_slices); brain_mask = brain_mask(:,:,selected_slices); map3d = zeros([64,64,length(selected_slices)]); pm...
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MATLAB
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%% % Recreates SFig 5 for Kumar et al., 2023 % % Compares the firing rates for the pre- and post-damage cases for the % default circuit configuration and the network with no feedforward inputs % onto VIPs % The feedforward inputs are essentially "replace" by manually modeling % short-term facilitation of excitatory inp...
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MATLAB
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function [path_ext, runinfo] = loadTIFF_info(path, varargin) [~, ~, ext] = fileparts(path); if strcmp(ext, '.tiff') || strcmp(ext, '.tif') || strcmp(ext, '.TIFF') || strcmp(ext, '.TIF') % path is to multilayer tiff file, meaning it is from IonPath disp(['Loading multilayer TIFF data at ', path, ...
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MATLAB
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%% significance of difference in prior-axis projected population responses clear; clc; %%%% difference in subspace %%% %load data load('subspace_position_A.mat'); real_a = sdata; load('subspace_position_B.mat'); real_b = sdata; load('permutation_A.mat'); perm_a = sdata; load('permutation_B.mat'); perm_b = sdata; % n...
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MATLAB
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function clusterProbTrackKmeans (in_subj4d_file,out_subj_kmeans) %takes in, e.g.: %work/sub-XX/bedpost.CIT168_striatum_cortical/probtrack/MNI152NLin2009cAsym/seeds.4d.nii.gz %subj4d_file='seeds.4d.nii.gz'; %out_maxprob='maxprob.nii.gz'; %out_subj_kmeans='kmeans_subjCentroids.nii.gz'; prob_nii=load_nifti(in_subj4d_fi...
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MATLAB
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function [valid_flag,err,is_formula]=check_if_legal(comp,prop,val,def_arr,var_arr) % CHECK_IF_LEGAL checks the legacy of the given val as a Level_comp-object property. % [VALID_FLAG,ERR,IS_FORMULA]=CHECK_IF_LEGAL(COMP,PROP,VAL,DEF_ARR, % VAR_ARR) checks that VAL is a legal value for the Level_comp-object property-...
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function E_indiv_fitting(datswitch) load('D_indiv_dataload.mat','NE','NM') switch datswitch % choose between near miss and narrow escape data case 1 dat = NE; case 2 dat = NM; end EEGtime = dat.eegtime; EEGdat = dat.eegcurve; behavtime = dat.beha...
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function mask = MIBI_get_mask_3(rawMaskData,cap,t,gausRad,plot,titletext,reuseFigure) % NOTE: to get original behavior, simply call % MibiGetMask(rawMaskDAta,cap,t,gausRad,1,''); % function mask = MibiGetMask(rawMaskData) % function gets a 2d matrix of raw MIBI data to use for generating a mask % a...
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MATLAB
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function [sig_comp,err_msg]=update_final_swp_values(component,index,def_arr,var_arr) % UPDATE_FINAL_SWP_VALUES calculates the expressions of the Sweep % parameter according to the values of the varaibles that appear in the expression. % [SIG_COMP,ERR_MSG]=UPDATE_FINAL_SEQ_VALUES(COMPONENT,INDEX,DEF_ARR,VAR_ARR) %...
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MATLAB
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function [event_timing_struct] = get_times_for_GUI(all_behave_struct, beh_trigs_cellarr,... snr_t_cellarr) % Function get_times_for_GUI generates arrays of timings (enclosed into cell arrays) with timings % fixed for SNR times. % % Inputs: % all_behave_struct - (st...
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%run_simulation %============================= % Simulation of TMS results using dynamic decision model. The simulation % uses the same parameters as Kepecs et al. (2008) Science, and De Martino % et al. (2013) Nat Neuro. It simulates a default race model for % attended/unattended X speed/accuracy, and examines how ch...
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MATLAB
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classdef GapTrainingStimuliGenerator < AudioObjectGenerator %GAPINTERVALDELAYGENERATOR creates GapStimuli for training. % This AudioObjectGenerator creates GapStimuli with a normally distributes % gap duration, for which mean and std can be specified. % The normal distribution will be cut off at gapDurationBounds...
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function [SpcTimeVector,F,SpcContactAvg] = ... plotSpectrogramFullContactAvg_combineConditions(IDX,CondToCombine) conditionTable = IDX.allV1(1).condition; conditionName{1} = conditionTable.Properties.RowNames{CondToCombine(1)}; conditionName{2} = conditionTable.Properties.RowNames{CondToCombine(2)}; titleText = {...