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MATLAB
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%% tsdata_to_var % % Fit VAR model to multi-trial, multivariate time series data % % <matlab:open('tsdata_to_var.m') code> % %% Syntax % % [A,SIG,E] = tsdata_to_var(X,p,regmode) % %% Arguments % % See also <mvgchelp.html#4 Common variable names and data structures>. % % _input_ % % X multi-trial time s...
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MATLAB
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function [AcceleroPerChannelMovementTimeInSec,AcceleroSumAllChannelMovementTimeInSec,AccelerometerDataIn5000HzNormalized, AccelerometerAngleDataIn100HzForStatic, ... AccelerometerDataAt5000HzUpTo100Hz,Acc_dbscanIDX_Results_ForSession,Acc_ClusterTimeInSec_ForSession,DataFor_tSNEOfXChannels] ... ...
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MATLAB
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function [fn,saveName,tbl1] = st_plot_varexp_violin(DT, params,roiList) % initial filter df = tableFilter(DT,params); df = st_tablegiveROInumber(df, roiList); [G,~] = findgroups(df.roiNumber,df.tmodel,df.subjID); df.G = G; eachGroup=[]; N = []; newT=[]; % edges = linspace(0,1,nbin); for i = 1:length(unique(G)) ...
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MATLAB
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function sff = sff_fffabc(sff) %SFF_FFFABC sff wrapper for fffabc v1 = sff.gp1.mov; v2 = sff.gp2.mov; prm = sff.prm; disp('gp1') sff.gp1 = fffabc(v1,prm); disp('gp2') sff.gp2 = fffabc(v2,prm); end %% track function ff = fffabc(v,prm,ffprior) %FFFABC Find FireFlies Adaptive Background Compensatio...
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MATLAB
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function [offsets, totprob] = markov(probMat, minShifts, lambda, ... refOffsets, gain, numLines, numFrames, frameRate, maxShift, doFull, ... verbose) %markov - Calculate line-by-line offsets % % See also utils.motion_correct, utils.hmm %% Assing paramemeters % Decide wether to do an abbreviated or full run if...
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MATLAB
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function A = convnfft(A, B, shape, dims, options) % CONVNFFT FFT-BASED N-dimensional convolution. % C = CONVNFFT(A, B) performs the N-dimensional convolution of % matrices A and B. If nak = size(A,k) and nbk = size(B,k), then % size(C,k) = max([nak+nbk-1,nak,nbk]); % % C = CONVNFFT(A, B, SHAPE) controls the si...
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MATLAB
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%% LineScanDiam % Analyse line scan images of vessel diameters %% Usage % OBJ = LineScanDiam(NAME, RAWIMG, CONFIG, COLS, CH, ISDP) %% Arguments % * |NAME| is the name for this |LineScanDiam| object. % * |RAWIMG| is the |RawImg| object that will be used to create the % |LineScanDiam| object. % * |CONFIG| contains th...
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MATLAB
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%========================================================================== % This script examines the durations of the different trial phases. % % Lukas Kunz, 2023 %========================================================================== % start clear; close all; clc; addpath(genpath('E:\OpenField\Functions\')); %...
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MATLAB
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function varargout = opt_config(self) %opt_config - Optimise the parameters in Config objects using a GUI % % opt_config(OBJ) opens a GUI that allows interactive adjustment of the % parameters in each Config object. The GUI can also be used to reprocess % the object, and produce various plots, which makes it easi...
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MATLAB
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clc; clear; %% Add paths now.. loadpath; %% Dataset details now.. datasetname = ['06032019_SponSleep']; %'27072018_SponSleep','14092018_SponSleep', %'17092018_SponSleep','30102018_SponSleep', %'01112018_SponSleep','03112018_SponSleep','13112...
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MATLAB
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% Script to generate anatomy_cortical_pairwise_distance_distribution.mat %%%% Set up triangular mesh of cortex (units in mm) [sa,X] = network_simulation_beluga.getHeadModel; A0 = zeros(size(X.faces,1),1); norm_vec = zeros(size(X.faces)); for i = 1:size(X.faces,1) tri = X.vertices(X.faces(i,:),:); A0(i) = 1/2*n...
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MATLAB
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classdef DataDiameterTiRS < DataDiameter %DataDiameterTiRS - Data from TiRS diameter calculations % % The DataDiameterTiRS class is a data class that is designed to % contain all the basic data output from CalcDiameterFWHM. % % DataDiameterTiRS public properties inherited from Data: % mask - A mask com...
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MATLAB
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%% Export Continuous Data To Corpus Emulator % % <html> % Import continuous data into Matlab using TDTbin2mat <br> % Export to binary files that are read into Corpus as PZ5 data <br> % Use SynapseAPI to generate new recordings with this data <br> % Concatenate the resulting data sets into one master data structur...
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MATLAB
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165
%% Export Continuous Data To Corpus Emulator % % <html> % Import continuous data into Matlab using TDTbin2mat <br> % Export to binary files that are read into Corpus as PZ5 data <br> % Use SynapseAPI to generate new recordings with this data <br> % Concatenate the resulting data sets into one master data structur...
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MATLAB
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clear close all force warning on imSize = [733, 977]; pix2deg = 34.910; V = round(pix2deg*2); W = round(pix2deg*2); S = imSize; M = S(1) - mod(S(1), V); N = S(2) - mod(S(2), W); MV = M / V; NW = N / W; sigXY = pix2deg * .25; load('a0_0_bhv2trialStrct.mat'); N1 = [7 9 11 22 25 27 28 38 39 40 41 42 43 44 47 49 52 5...
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MATLAB
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%io_loadspec_GE.m %Jamie Near, McGill University 2014. % % USAGE: % [out,out_w]=io_loadspec_GE(filename,subspecs); % % DESCRIPTION: % Reads in GE P-files (.7 file) using code adapted from GERead.m, provided % as part of the Gannet software package by Richard Edden (gabamrs.com). % % op_loadspec_GE outputs the data in...
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MATLAB
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function [settings,setTests] = default_settings % Return a set of default system settings to write to a file in the settings directory % % function [settings, setTests] = zapit.settings.default_settings % % Purpose % Defines the default settings of Zapit. These are what are written to YAML when ...
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MATLAB
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classdef streamingPlotter < handle % Simple example of defining a class in MATLAB % % streamingPlotter.m % % % INTRODUCTION % This class provides an example of stuff that is easy and natural using object % oriented programming but more awkard with regular approaches. Please see ...
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MATLAB
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classdef Test_CalibrationPixelSize < matlab.unittest.TestCase %TEST_CalibrationPixelSize Summary of this class goes here % Detailed explanation goes here % ================================================================== % properties (Constant) fnCalObj = 'calibration_dummy.mat'; ...
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MATLAB
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classdef (Abstract) settingsValuesTests % Tests associated with default_settings % % zapit.settings.settingsValuesTests % % Purpose % Defines generic tests that can be combined to ensure values in settings file reasonable. % % % See zapit.settings.checkSettingsAreValid for how these...
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MATLAB
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function [mask_out, Nmask_out, overlap] = FilterMasks(mask_in, varargin) IP = inputParser; addRequired( IP, 'mask_in', @iscell ) addParameter( IP, 'break', false, @islogical) addParameter( IP, 'minFoot', 0, @isnumeric ) addParameter( IP, 'edge', [0,0,0,0], @isnumeric ) addParameter( IP, 'show', false, @islogical ...
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MATLAB
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function run_tests_params_R2013a(varargin) % Set up the path testDir = fullfile(utils.CHIPS_rootdir, 'tests'); oldpath = addpath(testDir); addpath(fullfile(utils.CHIPS_rootdir, 'tests', 'res')); clear run_method_params % Work out which tests we should be running if nargin > 0 testlist = varargin; else % Assum...
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MATLAB
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194
% DA_TREE Displays the adjacency matrix of a tree. % (trees package) % % HP = dA_tree (intree, color, DD, xyscale, options) % -------------------------------------------------- % % Displays the adjacency matrix of a tree by filling in an N x N square % with 1s and 0s if N < 50 and by black dots if tree is bigger. % %...
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MATLAB
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function [ ROI, Nroi, F, dFF, C, S, O, Sbout ] = ManualROIextract( metadata, T, varargin ) IP = inputParser; addRequired( IP, 'metadata', @isstruct ) addRequired( IP, 'T', @isnumeric ) addOptional( IP, 'duraMovie', NaN, @isnumeric ) %addParameter( IP, 'server', [] ) addParameter( IP, 'pad', 3, @isnumeric ) add...
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MATLAB
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181
function [rpulset, verbose] = tapas_physio_filter_respiratory(... rpulset, rsampint, cutoff_freqs, despike, normalize, verbose) % Preprocesses respiratory data % % Key steps % + Remove NaNs and outliers % + Optional: Despike with sliding-window median filter % + Detrend at `cutoff_freqs(1)` Hz % + Remove no...
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MATLAB
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158
clear; clc; spm fmri func_path = 'G:\Functional_data'; folderstruct = dir(fullfile(func_path,'SEMI*')); FunImg_sublist = {}; NSlice = 62; TR = 2; dcm_file = 'G:\Raw\SEMI1101\1006-sms_bold_2mm_run1\SEMI1101-1006-sms_bold_2mm_run1-00001.dcm'; Slice0 = dicominfo(dcm_file); SliceOrder = Slice0.Private_0019_...
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MATLAB
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% FigureS11.m % Create source data files for Supplementary Figure S11. % Plots were created as screenshots from FSLeyes. % % EEG/fMRI STUDY, DONDERS INSTITUTE, NIJMEGEN. % J. Algermissen, 2018-2023. % Should work in Matlab 2018b. % we are here: % cd /project/3017042.02/Analyses/FiguresOutcomeLocked % clear all; clos...
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MATLAB
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% EEGfMRIPav_OutcomeLocked_9_time_grouplevel_plot % This is an interactive script---execute it step-by-step. % Set the appropriate job settings for loading TF data aggregated across % subjects, then create plots. % - two-line plot contrasting two conditions of cotnrast % - multi-line plot contrasting all conditions wi...
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MATLAB
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function sbxInfo = RegisterCat3D(sbxInfo, regParams, varargin) % mouse, exptDate % Run scanbox data through stages of rigid 3D registration, z interpolation and affine registration. Optionally, write out tifs showing results from each stage. IP = inputParser; addRequired( IP, 'sbxInfo', @isstruct ) addRequired( IP,...
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MATLAB
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122
%% Plotting script for eLife paper 2026; contains table of trials and conditions for Zapit eLife paper 2026 plots and plotting code % Michael Lohse 2026 clear all try % if folder exist cd('eLifeDMDMZapitBehaviour') end Organised=1; % Organised data is aready saved if Organised load('OrganisedV1S1ConPlotting...
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MATLAB
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% clear; % clc; % % eeglab % %% set the path to the directory with the EEG files % % change this path to the folder where the EEG files are saved % EEGdir = 'F:\4447\'; % % retrieve a list of all EEG Files in EEGdir % EEGFiles = dir([EEGdir '*.set']); % %% 3.3 Data selection and aggregation % %% 3.3.1 Loadin...
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MATLAB
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function multiLinePlot(job, data, errorbar) % multiLinePlot(job, data, errorbar) % % Creates lineplot for all conditions specified in data. % Works for both ERP and TFR data. % % INPUTS: % job = cell with relevant fields for plotting settings, % required fields: % .nCond = numeric, nu...
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MATLAB
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function response = processBufferMessageCallback(obj,~,~) % Process TCP/IP message coming into the buffer from the client % % function response = zapit.interfaces.TCPserver.processBufferMessageCallback() % % Purpose % Callback function that handles the TCP messaging system for zapit. % For m...
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MATLAB
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function f = LK_PlotPlaceCell_20220330(dt) % % LK_PlotPlaceCell_20220330 plots firing rate as a function of location. % % Input is a structure with multiple fields: % visible --> whether the figure shall be shown % place --> place settings % FR --> firing-rate map % PF --> place fiel...
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MATLAB
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% ---------------------------------------------------------------------------------------------- % -- Title : VocalMat Analysis % -- Project : VocalMat - A Tool for Automated Mouse Vocalization Detection and Classification % -------------------------------------------------------------------------------------...
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MATLAB
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%%========================================================================== % This is the main part of codes for neural utility model in Gao et al., 2021, The hidden cost of receiving favors: A theory of indebtedness % This script should be used in combination with the function file: % Neural_utility_model.m % Detaile...
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MATLAB
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%%========================================================================== % This is the main part of codes for reciprocity model proposed by Gao et al., 2021, The hidden cost of receiving favors: A theory of indebtedness % This script should be used in combination with the function file: % Reciprocity_model_function...
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MATLAB
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%========================================================================== % This script examines the percentage of IEDs during the OpenField task and % plots example IEDs. % % Lukas Kunz, 2022 %========================================================================== % start clear; clc; close all; addpath(genpath('...
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MATLAB
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function InspectPeriDeform3D(expt, periBout, defVars, varargin) % periStat, % Visualize deformation variables associated with locomotion bouts IP = inputParser; addRequired( IP, 'expt', @isstruct ) addRequired( IP, 'periBout', @isstruct ) %addRequired( IP, 'periStat', @isstruct ) addRequired( IP, 'defVars', @isc...
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MATLAB
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function X = simulate_erp_peak(n_trials, n_time_points, pos, width, amplitude, weight, shape, scale) % Simulates ERP data. % % Usage: X = simulate_erp_peak(n_samples, n_time_points, pos, width, amplitude, weight, shape, scale) % % Parameters: % n_trials [int] total number of samples (e.g. trials) % n_time poin...
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MATLAB
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function [BoutOnsetHeatmaps, figParams] = MakeBoutOnsetHeatmaps(figParams, expt, periBout, boutSumm, onStruct, csdBout ) %figParams, expt(x), periBout{x}, boutSumm(x), onStruct(x), csdBout{x}(expt(x).csd) % Heatmaps of bout onsets pre- and post-CSD, optionally including CSD itself %if exist(figParams.path,'file') ...
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MATLAB
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classdef phaseMonitor < handle % Plot the relative phase of two AO tasks on different boards % % vidrio.sync.phaseMonitor % % % Hook up AO0 of DAQ_a to AI0 of DAQ_a and AO0 of DAQ_b to AI1 of DAQ_a % Then run, e.g. vidrio.sync.phaseMonitor('DAQ_a','DAQ_b'; % The input args are the devic...
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MATLAB
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%To make the first day in new env and last day in old env consistent with %all later days, we use M2 data for all load('E:\learningAnalysis\summaryManyMice_includingOldEnvGoodMoreMice\commonUniqueCells\nCellsAllPerM2.mat'); GM=nCellsAllPerM2; figure subplot(141) pie(mean(GM,1)); colormap(summer); load('E:...
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MATLAB
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function [simulations, job] = EEGfMRIPav_cbm_sim(job) % [simulations, job] = EEGfMRIPav_cbm_sim(nMod) % % Perform model simulations or one-step-ahead predictions for given model for given type of parameters. % % INPUTS: % job = structure with the following fields: % .simType = string, type of simulation, eit...
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MATLAB
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% 2021 EDIT: This function is now deprecated. The current version of the % shaped semiLASER simulation is sim_semiLASER_shaped.m, which employs % coherence selection rather than phase cycling to null undesired signal. % sim_semiLASER_shaped_phCyc.m % Dana Goerzen (McGill University, 2019). % % USAGE: % out = si...
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MATLAB
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function ac = savefor_Figure12(subnum) subnum blocknum=12; channum = 9; condition=2; category=4; frequency=1:1:60; % filter parameter setting load([pwd,'\temporary data\parabp_m.mat']); parabp_m; %2*60 load([pwd,'\temporary data\para_abn.mat']); para_abn; %2*60*3 a b n home_path=[pwd,'\temporary data\Do...
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MATLAB
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classdef Test_ImgGroup_ui < matlab.unittest.TestCase % ================================================================== % methods (TestMethodSetup) function clear_persistent(~) utils.clear_persistent(); end end % ==========================================...
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MATLAB
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%% function [fn,saveName]=st_plot_beta(DT, params,roiList) % params=[]; % initial filter df = tableFilter(DT,params); % % params=[]; df=[]; % targetTmodel = {'1ch_glm','1ch_dcts', '3ch_stLN'}; % for tm = 1:3 % params.tmodel = targetTmodel{tm}; % df{tm} = tableFilter(DT,params); % df{tm} = tableOutlier(df{...
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MATLAB
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function [pacmat, freqvec_ph, freqvec_amp] = find_pac_shf (sig_pac, Fs, measure, ... sig_mod, ph_freq_vec, amp_freq_vec, plt, waitbar, width, nfft, num_shf, alpha,... dataname, sig_pac_name, sig_mod_name) % This function calculates a matrix of PAC values using either the ESC, MI % or CFC measure. % It uses sh...
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MATLAB
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function val_gamma % Calibration of the Gamma approximation of the maximum distribution. % % FWE-corrected p-values are obtained by fitting a Gamma distribution to the % permutation distribution of the maximum statistic (moment matching on mean, % variance and skewness), instead of counting exceedances. Counting cannot...
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MATLAB
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classdef (Abstract) IRawImg < matlab.mixin.Copyable %IRawImg - Interface for classes that include raw images % % The IRawImg class is an abstract superclass that implements (or % requires implementation in its subclasses via abstract methods or % properties) most functionality related to the rawImg property in o...
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MATLAB
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% clear; % clc; % % % start EEGLAB to load all dependent paths % eeglab % %% set the path to the directory with the EEG files % % change this path to the folder where the EEG files are saved % EEGdir = 'F:\4447\'; % % retrieve a list of all EEG Files in EEGdir % EEGFiles = dir([EEGdir '*.set']); % %% 3.3 Dat...
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MATLAB
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% DELETE_TREE Delete nodes from a tree. % (trees package) % % tree = delete_tree (intree, inodes, options) % -------------------------------------------- % % Deletes nodes in a tree. Trifurcations occur when deleting any branching % point following directly another branch point. Region numbers are changed % and regio...
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MATLAB
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% Load data clear; addpath './Tools' X = 100:1:450; % selected ROI Y = 100:1:450; % 0 degree trails load('./RawRecon/cond3_recon.mat') ReconData_condition1 = Xt_Stacku8(Y,X,:); clearvars Xt_Stacku8 % 90 degree trails load('./RawRecon/cond6_recon.mat') ReconData_condition2 = Xt_Stacku8(Y,X,:); clearvars ...
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MATLAB
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% SORT_TREE sorts index of nodes in tree to be BCT conform. % (trees package) % % [tree, order] = sort_tree (intree, options) % ------------------------------------------- % % Puts the indices in the so-called BCT order, an order in which elements % are arranged according to their hierarchy keeping the subtree-struct...
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MATLAB
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function InterpZ(sbxPath, sbxInfo, varargin) IP = inputParser; addRequired(IP, 'sbxPath', @ischar ) addRequired(IP, 'sbxInfo', @isstruct ) addOptional(IP, 'shiftpath', '', @ischar ) addParameter(IP, 'chunkSize', 15, @isnumeric ) addParameter(IP, 'refChan', 'green', @ischar ) % for scanbox, 1 = green, 2 = red. -1 ...
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MATLAB
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function EEGfMRIPav_0_Polhemus_Template(rootDir) % EEGfMRIPav_0_Polhemus_Template(rootDir) % % Interactive script (visually inspect channel locations). % Load polhemus data of all (valid) subjects, create mean as template for % invalid subjects. % % INPUTS: % rootDir = string, root directory of project % %...
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function sbxOutputInfo = FixSBX(sbxInputPath, sbxInputInfo, varargin) checkInfo = @(x)(isstruct(x) || isempty(x)); IP = inputParser; addRequired( IP, 'sbxInputPath', @ischar ) addRequired( IP, 'sbxInfo', checkInfo ) % @isstruct if isempty(sbxInputInfo) [pathDir, pathName, ~] = fileparts(sbxInputPath); % path...
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function [varargout] = t2n_getMech(neuron,tree,var) % This function maps the values of a given NEURON variable onto each % morphology and optionally returns these values, too; % INPUTS % neuron t2n neuron structure or cell array of structure (see % documentation) % tree TREES toolbox morphologies % va...
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% SPINES_TREE Add spines to an existing tree. % (trees package) % % [tree, indhead, indneck] = spines_tree (intree, XYZ, ... % dneck, dhead, mlneck, stdlneck, ipart, % options) % ------------------------------------------------------------------------- % % Attaches cylinders with diameter dhead (dhead = length) to cl...
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %Importing excel file with GT clear all close all T_out = []; txt_out = []; raiz = pwd; % list = dir; % isdir = [list.isdir].'; % list_dir = list(isdir,:); list_dir(1:2)=[]; % Training DL model_class_DL = load('Mdl_categorical_DL.mat'); model_class_D...
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% clear; % clc; % % % start EEGLAB to load all dependent paths % eeglab % %% set the path to the directory with the EEG files % % change this path to the folder where the EEG files are saved % EEGdir = 'F:\4447\'; % % retrieve a list of all EEG Files in EEGdir % EEGFiles = dir([EEGdir '*.set']); % %% 3.3 Dat...
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% readfid allows one to read in the Varian 4T FID data acquired with: % % [K, HDR, BLOCK_HDR] = READFID(FPATH, PAR, DC_CORRECT) reads k-space data % from fid file if the FID directory FPATH. DC correction based on level % and tilt can be can be suppressed by setting DC_CORRECT to false. If DC % correction is applied, ...
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MATLAB
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% op_CSIoverlayMRI.m % Brenden Kadota, Sunnybrook 2022 % % DESCRIPTION: % Overlay MRSI structure on spm_image graphic. Displays the MRSI specs onto % the axial plane of the brain. % % USAGE: % op_CSIoverlayMRI('/path/to/nifit/mri.nii', MRSIStruct, 1); % % % INPUT: % mriFileName = string path to nifti file % i...
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function hardwareContinuousVoltageOnBoardFIFO % Example showing hardware-timed continuous analog output using the Vidrio dabs.ni.daqmx wrapper % % function vidrio.AO.hardwareContinuousVoltageOnBoardFIFO % % Purpose % Demonstrates how to do hardware-timed continuous analog output using Vidrio's d...
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MATLAB
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clear close all force warning on imSize = [733, 977]; pix2deg = 34.910; V = round(pix2deg*2); W = round(pix2deg*2); S = imSize; M = S(1) - mod(S(1), V); N = S(2) - mod(S(2), W); MV = M / V; NW = N / W; sigXY = pix2deg * .25; load('a0_0_bhv2trialStrct.mat'); NIm{1} = [7 9 11 22 25 27 28 38 39 40 41 42 43 44 47 49 ...
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MATLAB
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function tforms_optotune = GetOptotuneWarp(sbxPath, sbxInfo, varargin) IP = inputParser; addRequired(IP, 'sbxPath', @ischar ) addRequired(IP, 'sbxInfo', @isstruct ) addParameter( IP, 'chan', 'green', @ischar ) % 'green', 'red', 'both'. for scanbox, 1 = green, 2 = red. -1 = both addParameter(IP, 'firstRefScan', 3, ...
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function hardwareContinuousVoltageNoCallback % Example showing hardware-timed continuous analog output using the Vidrio dabs.ni.daqmx wrapper % % function vidrio.AO.hardwareContinuousVoltageNoCallback % % Purpose % Demonstrates how to do hardware-timed continuous analog output using Vidrio's dab...
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MATLAB
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%% Filter and Threshold Raw Data Into Snippets % % <html> % Import raw streaming data into Matlab using TDTbin2mat <br> % Digitally filter the single unit data using TDTdigitalfilter <br> % Threshold and extract snippets using TDTthresh % </html> %% Housekeeping % Clear workspace and close existing figures. A...
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MATLAB
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function [pacmat, freqvec_ph, freqvec_amp] = find_pac_shf_spec (sig_pac, Fs, measure, ... sig_mod, ph_freq_vec, amp_freq_vec, plt, waitbar, width, nfft, num_shf, alpha,... dataname, sig_pac_name, sig_mod_name) % This function calculates a matrix of PAC values using either the ESC, MI % or CFC measure. % It us...
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MATLAB
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function hardwareContinuousVoltageNoRegen_2chans % Example showing hardware-timed continuous analog output without regeneration using the Vidrio dabs.ni.daqmx wrapper % % function vidrio.AO.hardwareContinuousVoltageNoRegen_2chans % % Purpose % Demonstrates how to do hardware-timed continuous ana...
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MATLAB
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function out = LK_3DPermutationTest_TwoSamples_20220302(dat) % % LK_3DPermutationTest_TwoSamples_20220302 performs cluster-based % permutation testing between two three-dimensional datasets (e.g., time x % frequency x channels). % % Note that the statistics are calculated across the third dimension of the % input data ...
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MATLAB
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function [fluorEvent, Nevent, actThresh] = GetFluorEvents(expt, T, fluor, varargin) IP = inputParser; addRequired( IP, 'expt', @isstruct ) addRequired( IP, 'T', @iscell ) addRequired( IP, 'fluor', @isstruct ) addParameter( IP, 'peri', 60, @isnumeric ) addParameter( IP, 'zThresh', 2, @isnumeric ) addParameter( I...
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MATLAB
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%% Create barcodes plot and data data=DataSet; 'tic' tic cluster_size=20; %minimal number of data points per cluster distances = squareform(pdist(data)); distances(distances == 0) = 1; % r_vec = 0.0001:0.0001:0.3; %r_vec = 0:0.01:10; all_bins_mat=nan(length(distances),length(r_vec)); values_array={}; indices_array={}...
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MATLAB
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figure; iB=[3 7 8 10]; iG=setdiff([1:1:15],iB); save('iB.mat','iB'); save('iG.mat','iG'); %% Matrix correlation %2 figures load('E:\learningAnalysis\behaviorVSActivity\MatrixCorrelation\deceNTDiffCM\corrM.mat'); NPerMouse=9; idxB=[]; for n=1:length(iB); a=[NPerMouse*(iB(n)-1)+1:1:NPerMouse*iB(n)]; ...
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MATLAB
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function taft_postprocess_TF_main() % taft_postprocess_TF_main() % % Interactive script. % Main script to load a previously created TAfT object, align data % (channels) across subjects, do one-sample-t-test across subjects and plot % as TF plot and as topoplot. % Use this script to select fMRI and behavioral regress...
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MATLAB
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% SYNCAT_TREE Steady-state synaptic elect. signature of connected trees. % (trees package) % % syn = syncat_tree (intrees, inodes1, inodes2, gelsyn, ge, gi, Ee, Ei, ... % I, options) % ------------------------------------------------------------------------- % % Concatenates many trees with electri...
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%% % locally mount data. % in terminal: % sshfs alexg8@login.sherlock.stanford.edu:/oak/stanford/groups/giocomo/export/data/Users/WButler /home/alexgonzalez/oak_wb/ %% data_info_dir = '~/Documents/data/butler_hardcastle/'; file_name = 'wb_kh_data.mat'; % loads two variables: % 1) cell_info_trained % 2) grid_cells_fr...
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%%========================================================================== % This is the main part of codes for reciprocity model proposed by Gao, X., Jolly, E., Yu, H., Liu, H., Zhou, X., & Chang, L. J. (2020). The hidden cost of receiving favors: A theory of indebtedness. BioRxiv, 2020-02. doi: https://doi.org/10.1...
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function param = mv_get_hyperparameter(model, param) % Returns a struct with default hyperparameters for a given % classifier or regression model. % %Usage: % param = mv_get_hyperparameter(model, <param>) % %Parameters: % model - [string] the classifier or regression model (eg 'lda') % param - [str...
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% top1 % models_comparison(:,1) = models{1,1}(:,1); % models_comparison(:,2) = models{1,1}(:,7); % models_comparison(:,3) = models{2,1}(:,7); % models_comparison(:,4) = models{3,1}(:,7); % models_comparison(:,5) = models{4,1}(:,7); % models_comparison(:,6) = models{5,1}(:,7); % models_comparison(:,7) = models{6,...
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%% Pipeline for processing fMRI phase and magnitude data for QSM using the QSM toolbox % % fMRI presents the possibility of saving phase data, which can be used for % QSM or as input to other phase-sensitive MR imaging pipelines % 29 Nov 2022 % Editors (alphabetical order): % Alexander Jaffray: ajaffray@physics.ubc.ca...
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clear close all force warning on imSize = [733, 977]; pix2deg = 34.910; V = round(pix2deg*2); W = round(pix2deg*2); S = imSize; M = S(1) - mod(S(1), V); N = S(2) - mod(S(2), W); MV = M / V; NW = N / W; sigXY = pix2deg * .25; load('a0_0_bhv2trialStrct.mat'); NIm{1} = [7 9 11 22 25 27 28 38 39 40 41 42 43 44 47 49 ...
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MATLAB
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% RPOINTS_TREE Weighted distribution random points within a hull. % (trees package) % % [X, Y, Z, HP] = rpoints_tree (M, N, c, x, y, z, thr, options) % ------------------------------------------------------------- % % Distributes N random points in accordance with the density matrix M. Only % points within the sharp ...
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% Usage: strvec = vect2colon(vec, options) % % Converts a vector into a string using MATLAB colon notation (single resolution). % % Options are: % % 'Delimiter' - 'on','yes','off','no' {default on} : Including square brackets [] % (or curly brackets {} when output's dimensions...
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MATLAB
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%%========================================================================== % This is the main part of codes for help rejection model proposed by Gao et al., 2021, The hidden cost of receiving favors: A theory of indebtedness % This script should be used in combination with the function file: % Help_rejection_model_fu...
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MATLAB
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%decc_plotFig5 % Related to Viswanathan, Stein, Nieder, PLOS Biol, 2024 % PV 2024 load('DECCdataFig5.mat') % Figure parameters lcolor = [ 0.2 0.2 0.2; 0.0 0.4 0.5; 0.6 0.3 0.0; 0.1 0 0.5; 0.2 0.2 0.2; 0.2 0.2 0.2]; fstr = ['N1';'N2';'De';'SP';'Rl';'Ac']; dur = 3700; stp = 20; wdw = 199; kern = 50; ts = dur/kern; %no....
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% 2021 EDIT: This function is now deprecated. The current version of the shaped % PRESS simulation is run_simPressShaped.m. The current version employs coherence % selection, resulting in a 4x simulation speed increase. % run_simPressShaped_phCyc.m % Jamie Near, McGill University 2015. % % USAGE: % This script is run...
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MATLAB
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function varargout = motion_correct(self, varargin) %motion_correct - Motion correct the images % % motion_correct(OBJ) motion corrects the OBJ using the utility function % with default parameters. % % motion_correct(..., 'useParallel', TF) explicitly specifies whether to % perform the motion correction in para...
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function [transEst, emitEst, discreteExptData] = TrainLocoHMM(loco, varargin) % Determine locomotive state using a Hidden Markov Model IP = inputParser; addRequired( IP, 'loco', @iscell ) addParameter( IP, 'overwrite', false, @islogical ) addParameter( IP, 'int', 0.1, @isnumeric ) addParameter( IP, 'var', 'veloci...
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% Compute expected EEG variance of 16 billion passive neurons load(fullfile(dataFolder,'cortex_anatomy','anatomy_cortical_pairwise_distance_distribution.mat')); signed_area = A; N = 16e9; dMids = 0.5*(rValues(2:end)+rValues(1:end-1)); nrnCount = mean(diff(signed_area),2)*200000; nrnCount(end) = N-sum(nrnCount(1:end-1))...
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MATLAB
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function J = customcolormap(positions, colors, m) %----------------------------------------------------------------------- % FUNCTION "customcolormap" defines a customized colobar given the % % positions and the colors that are going to generate the gradients. % % ...
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MATLAB
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%io_loadspec_rda.m %Jay Hennessy, McGill University 2016. % % USAGE: % [out]=io_loadspec_rda(rda_filename); % % DESCRIPTION: % Reads in siemens rda data (.rda file). % % op_loadspec_rda outputs the data in structure format, with fields corresponding to time % scale, fids, frequency scale, spectra, and header fields c...
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MATLAB
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function gitInfo = getGitInfo % Get information about the Git repository in the current directory. % % function gitInfo = zapit.updater.getGitInfo() % % Purpose % Get information about the Git repository in the current directory. Including: % - Branch name of the current Git Repo % - Git SHA1 HASH of ...
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% clear close all force load('a0_0_bhv2trialStrct.mat'); load a16_0_SacProperties.mat %} %% iMonkey = 1; UMuscimol = [ 0, 12,9 ,4,1 ,14,11 ,6,3 ]; UMuscimol = [ 0, 12,9 ]; UMuscimol = [ 0, 12,9 ,4,1 ]; UMonkey = [1,3]; nMuscimol = numel(UMuscimol); figure(1);clf figure(2);cl...
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classdef CalcDetectSigsCellSort < CalcDetectSigs %CalcDetectSigsCellSort - Class for detecting and classifying signals % % The CalcDetectSigsCellSort class is a Calc class that detects and % classifies signals in previously identified ROIs. % % CalcDetectSigsCellSort is a subclass of matlab.mixin.Copyable, which...
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%% Calculate CSD cross-correlation within each fiber for x = intersect(xPresent, find(Nfiber>0)) % 37 % if x == 37 csdOnsetWindow = [13, 27]; else csdOnsetWindow = [-2, 12]; end gaussFilt = MakeGaussFilt( 4, 0, 1/expt(x).scanRate, expt(x).scanRate, false ); % 8*(1/expt(x)....
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function [Crop, MethodMask, Thresholds, Mask] = SelectROI(hgaMap, mapLabel, hgaMask) %% function [Crop, MethodMask, Thresholds, Mask] = SelectROI(hgaMap, mapLabel, hgaMask) % % Interactive selection of ROI. % % Input: % - hgaMap: array of response maps in image handles used ROi selection. % typically res...
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MATLAB
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function [W1,Wp,Clist_GT,Wm, X, threshold_GT] = sampling_ind_reg(subject_num, N, sigma0, f2, DF, cluster_size, rho_in, rho_out, L, Reliability) % SAMPLING_IND_REG Simulates data for independent regression analysis. % % This function generates a simulated dataset for regression analysis, % where the network structu...
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MATLAB
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function [periBout, periParam, loco] = PeriLoco3D( expt, T, loco, deform, fluor, defVars, varargin ) % , periStat % PeriBoutData gather relevant data from a defined period of time around the onset of each bout of running. IP = inputParser; addRequired( IP, 'expt', @isstruct ) addRequired( IP, 'T', @isnumeric ) ad...