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MATLAB
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function dirPath = cnfgr_projectPath(varargin) % cribay % dirPath = cnfgr_cribayProjectPath(dirPath) dirPath.pn = 'cribay'; [~, rawMachineName] = system('hostname'); % machineName = tmp(1:end-1); % global dirPath_global if contains(rawMachineName, 'win348') dirPath.lab = [filesep,...
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MATLAB
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classdef PointHighlightsContainer < handle % % % %<PRE> % This file is part of dspace-core. % % Copyright (C) 2020 University Zurich, Sepp Kollmorgen % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU Affero General Public ...
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MATLAB
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% registration_pick_reference_day_permouse.m % Sarah West % 8/23/21 % Cyles through all the mice, calls pick_reference_day, saves the day the % user picks for registration. Called by main pipeline code function []=registration_pick_reference_day_permouse(parameters) % Assign parameters their original names ...
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MATLAB
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function [ intersections, volumes, rr, k_coef, m_coef, Rsquared ] = sholl_nucleus_center( cell, cell_nucleus, name, cell_img ) % function: Short description % % Extended description % loading the parameters parameters; %% ------------------------- Finding center of the cell ------------------- % Cen...
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MATLAB
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function [finalList,dates,RunData]=getTaskFiles(varargin) ParamFile=''; TaskWild='*.mat'; Subject='p1'; BaseDirs=env.get('data'); DateVec={{'20170303','20180314'}}; % ParamFil [varargin,ParamFile]=Utilities.ProcVarargin(varargin,'ParamFile',ParamFile); [varargin,TaskWild]=Utilities.ProcVarargin(varargin,'T...
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MATLAB
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function data2=CMapMix2(data,params) % This function combines colormaps for data scale ranges. It is assumed % that the data is in 1 column, and that the data is to be scaled to the % maximum. If the data is to be plotted relative to some absolute (i.e., % the numbers in the data are to be respected), the absolute max...
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MATLAB
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function [err_train,err_test,err_train_stats,err_test_stats,delta_train,delta_test] = ComputeTrainTestError(allpostdata,firstframes,labeldata,varargin) prctiles_compute = myparse(varargin,'prctiles_compute',[25,50:100]); isdone = false; for i = 1:numel(allpostdata), for j = 1:numel(allpostdata{i}), if ~isempty(...
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MATLAB
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% velocity stats %% initialize % How long is the assay (in seconds)? If one of the csv files is shorter % than this, defaults to the shorter time. total_time = 90; % Bin size for velocity calculations (in seconds). Velocity is calculated % once per "bin size" by comparing positions at the start and end. Cannot % be ...
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MATLAB
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function fit = VBA_getFit(posterior,out) % derives standard model fit accuracy metrics % function fit = VBA_getFit(posterior,out) % IN: % - posterior/out: output structures of VBA_NLStateSpaceModel.m % OUT: % - fit: structure, containing the following fields: % .LL: log-likelihood of the model % .AIC: A...
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MATLAB
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function p = meg_params(expt) % function p = meg_params(expt) % % INPUT % expt: string expt type ('TA2_Preproc','TA2_Analysis','TANoise_Preproc','TANoise_Analysis','TANoise_ITPC','TANoise_ITPCsession8','TANoise_ITPCshort','Cupcake') % OUTPUT % p % parameters, including channel info, event timing, trial segmenting...
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MATLAB
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% plot_trialAvg_decision_allSess % new version of plot_bigSbigT_multipleS_trialAvg_decision_normS singleSess = 1; pSL = colms - plot_resp_aligned; i = 0; for d = 1 : length(plotSig) dim = plotSig{d}; i = i + 1; assignSignal % Overwrite for single session plots ylims =...
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MATLAB
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% DELCODE-SAME, Figure "FADE SAME stability" % _ % original paper: Soch*, Richter* et al., HBM, 2022 % Figure 6: Stability of the FADE scores for older subjects as a function of reference sample % % DELCODE paper: Soch et al., medRxiv, 2023 % Figure S3: Stability of the FADE and SAME scores as a function of reference ...
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MATLAB
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function standardizeScaleAndShow(figs, saveFigs, figPath) % this is a utility function to standardize the scale of groups of figures % input is a cell array with each cell containing a group of at least two % figures whose scales will be standardized relative to each other. this % function also saves the figures to a s...
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MATLAB
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% calculate_ICs.m % Sarah West % 9/1/21 % Calculates ICs from SVD compressed data. Assumes one compressed dataset % per mouse. function []= calculate_ICs(parameters) % Return parameters to individual names. mice_all = parameters.mice_all; dir_dataset = parameters.dir_dataset; compressed_data_nam...
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MATLAB
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function doRetinotopyScan(params) % doRetinotopyScan - runs retinotopy scans % % doRetinotopyScan(params) % % Runs any of several retinotopy scans % % 99.08.12 RFD wrote it, consolidating several variants of retinotopy scan code. % 05.06.09 SOD modified for OSX, lots of changes. % 11.09.15 JW added a check for modality...
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MATLAB
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function [c,ww] = smooth(varargin) % Pared down version of Matlab curvefit version % SMOOTH Smooth data. % Z = SMOOTH(Y) smooths data Y using a 5-point moving average. % % Z = SMOOTH(Y,SPAN) smooths data Y using SPAN as the number of points used % to compute each element of Z. if nargin < 1 error(message('c...
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MATLAB
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function [Z P] = y_TFRtoZ(ImgFile,OutputName,Flag,Df1,Df2) % FORMAT [Z P] = y_TFRtoZ(ImgFile,OutputName,Flag,Df1,Df2) % Input: % ImgFile - T, F or R statistical image which wanted to be converted to Z statistical value % OutputName - The output name % Flag - 'T', 'F' or 'R'. Indicate the type of th...
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MATLAB
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function [ inside, pint ] = triangle_contains_line_exp_3d ( t, p1, p2 ) %% TRIANGLE_CONTAINS_LINE_EXP_3D finds if a line is inside a triangle in 3D. % % Discussion: % % A line will "intersect" the plane of a triangle in 3D if % * the line does not lie in the plane of the triangle % (there would be in...
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MATLAB
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% Step 4: Keypoints and Descriptors % This is the code that calculates the keypoints locations via Harris Corner 3D % % INPUTS: % img is the image volume % blur_dim describes the size of gaussian filter % % OUTPUTS: % res_vect: an n x 3 vector of coordinates of distinctive keypoints % % Author: Daniel Goodwin dgood...
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MATLAB
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% Input data % parameters.velocity -- treadmill velocity calculated from raw rotary % encoder output (velocity calculated with the "diff" function" % Parameters % Sampling frequency of wheel encoder, in Hz. parameters.wheel_Hz = 1000; % Sampling frequency of collected brain data (per channel), in Hz or frames per ...
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MATLAB
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function [output] = ft_transform_geometry(transform, input) % FT_TRANSFORM_GEOMETRY applies a homogeneous coordinate transformation to a % structure with geometric information, for example a volume conduction model for the % head, gradiometer of electrode structure containing EEG or MEG sensor positions and % MEG coil...
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MATLAB
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function [hhc pvalc cluster] = cl_random_1d(hh,stat,alpha,nrandom) % v.0.0.0 % % % % % % disp('Making Multiple Comparision correction') hhc = zeros(size(hh)); cluster = hhc; nbchan = size(hh,1); pvalc=[]; for e = 1:nbchan %e clusig = bwlabel(hh(e,:),4); ccont=0; for cc = 1:max(clusig) lc = s...
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MATLAB
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classdef PropertiesGUIProp < matlab.mixin.SetGet & matlab.mixin.Copyable properties % *IMPORTANT*: properties must not be handles; PropertiesGUIProp % objects must be fully-copied by the shallow copy() method provided by % matlab.mixin.Copyable!!! Field % char, fieldname on struct/obj ...
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MATLAB
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% Purpose: Split surface-project preprocessed runs into thirds. % Inputs: Fsaverage6-projected CBIG2016 preproc output. % Outputs: 3 nifti files per run (5-min increments for HCP data). % % Written by M. Peterson, Nielsen Brain and Behavior Lab, under MIT License 2023 % To run: % 0. Source your CBIG config script wi...
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MATLAB
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function [ferns,hsPr] = fernsClfRemoveTrainingData( hs, remove_data_idx, ferns ) % Compute cross-validation error of random ferns classifier % % See "Fast Keypoint Recognition in Ten Lines of Code" by Mustafa Ozuysal, % Pascal Fua and Vincent Lepetit, CVPR07. % % Dimensions: % M - number ferns % S - fern dept...
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MATLAB
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clear all;close all;clc; % pkg load image %% Set of image numbers; Nn=[50:10:320]; n2=find(Nn>140); ImgWidth=1024; ImgHight=1248; %% Load images mainfolder=cd('images'); im00=imread('Sec042.bmp'); for j=1:length(Nn); No{j}=num2str(Nn(j),'%03.f'); filename=['Sec',No{j},'.bmp']; img{j}=imrea...
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MATLAB
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% // Function for getting the often-repeated operations of querying the SDO % structure for the unit, background, and shuffled matrices; compensating % for the fact that the individual shuffles may no longer be present. % % Here, the 'dSdo' and 'jSdo' are structures, which contain the entirety of % the 'Unit', 'Bkgd'...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % File: PTBSendTrigger.m % % NOTE: Internal function. DO NOT CALL. % % Sends a trigger to the USBBox. % % Args: % - value: 0-255 trigger values to send % - trigger_delay: The delays to use for each trigger. % % Usage: PTBSendTrigger(30) % % Author: Doug Bemis % Date: 2/3/10...
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MATLAB
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function [v,diags,parout]=graddiag(M,para); % approximately diagonalizes arbitrary complex matrices stored in M(:,:,f) for all f % simplest version: % Input: M NxNxK tensor with N channels and K matrices to be % diagonalized % para is an optional structure. % para.nite is the number of iterat...
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MATLAB
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% Script for visualizing Enrichment results %% Visualize thresholded network matrix % load enrichment results and corresponding IM structure load('name of structure containing dataOut'); load('name of IM structure'); fc = load('name of fc data'); % rvals, not zvals %fc=fc.rmat; fc=FisherR2Z(fc.rmat); fc=FisherZ2R(...
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MATLAB
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clear;clc;close all ROOTPATH = strcat(NoveltySU.utils.getRootDirPath(mfilename("fullpath"), 4), "Data\Processed Data\"); cd(NoveltySU.utils.getRootDirPath(mfilename("fullpath"), 2)) protStr = "1000-ms Sound reward"; temp = NoveltySU.utils.dirItem(strcat(ROOTPATH, protStr), "spkData.mat"); popRes = cell2mat(cellfun...
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MATLAB
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function [result] = TSrmeventcodes(codes) % TSRMCODES Removes event codes from the Experiment structure % TSrmcodes( codes ) removes event code definitions from the % Experiment structure. Codes can be a string indicating the name of the % code, a number indicating the value the code has, a cell string % c...
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MATLAB
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function Aout = h_retrieveSynapseAnalysis3(handles) [currentInd, handles, currentStruct, currentStructName] = h_getCurrendInd3(handles); fname = get(handles.currentFileName,'String'); [filepath, filename, fExt] = fileparts(fname); analysisNumber = currentStruct.state.analysisNumber.value; startingAnalysisFil...
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MATLAB
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scrsz = get(0,'ScreenSize'); scrWidth = scrsz(3); scrHeight = scrsz(4); datRoot = '/Volumes/LaCie/Farries recordings/'; % choose rat rat = 'IM1130'; sesList = dir([datRoot rat '/20*']); sesList = arrayfun(@(x) x.name, sesList, 'UniformOutput', false) % choose session iSes = 3; sesList{iSes} datDir = [datRoot rat '/' ...
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MATLAB
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function [] = motorElementAnalysis(dataset,params,figureFile) close all JAABA_folder = 'C:\Users\lt532\Desktop\Aggression Project\JAABA Stuff\JAABA-master\MirrorChamberData\'; d = dir(JAABA_folder);d(1:2) = []; JAABA_subfolder = {d.name}'; lunge_thresh = 3; wingThreat_Thresh = 45; wingExt_Thresh = 45; stopThresh = 1;...
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MATLAB
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function [H] = rotate(f) % ROTATE returns the homogenous coordinate transformation matrix % corresponding to a rotation around the x, y and z-axis. The direction of % the rotation is according to the right-hand rule. % % Use as % [H] = rotate(R) % where % R [rx, ry, rz] in degrees % H corresponding h...
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MATLAB
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function [LinkedLineHandles,LinkedMarkerHandles,MeanHandles,ErrorHandles]=... plotLinked_withMeanError(XData,YData,MeanData,SEMData,Pairs,MeanWidth,MeanOffset,SEMWidth,... Color,MarkerSize,MarkerStyle,MeanLineWidth,ErrorLineWidth,LinkLineWidth,LinkLineStyle,LinkLineColor) % Pairs=ExperimentSetPairs(Experiment...
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MATLAB
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%% WRAPPER for analyzing multi-ExR synapses data %% % Accompanies the manuscript by Kang*, Schroeder* et al., 2023 % Last modified by Margaret Schroeder on 12/14/2022 % Image processing up to this point: % - background subtraction in Fiji and % - registration using modified ExSeq pipeline % - manual ROI ide...
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MATLAB
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% Demo for DCM for fMRI: motor and premotor interactions % This demo looks for motor/premotor responses to 'prepare' and 'go' % instructions. close all clear variables %----------------------------------------------------------- %-------------- DCM model specification -------------------- %--- Basic settings f_fname...
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MATLAB
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% kstest2d Two-dimensional, 2-sample Kolmorogov-Smirnov test % % [p,D] = kstest2d(s1,s2); % % Compare two, 2-dimensional distributions using Fasano & Franceschini's % generalization of the KS-test. % % The analytic distribution of the statistic is unknown, and p-values % are estim...
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MATLAB
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function [version] = hasyokogawa(desired) % HASYOKOGAWA tests whether the data input toolbox for MEG systems by % Yokogawa (www.yokogawa.com, designed by KIT/EagleTechnology) is % installed. Only the newest version of the toolbox is accepted. % % Use as % string = hasyokogawa; % which returns a string describing th...
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MATLAB
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function EEG = DeleteTriggersForTrials(EEG) % function EEG = DeleteTriggersForTrials(EEG) % deletes the triggers for trials corresponding to result.deleted (which % were removed during readAllEDF due to restarting expt etc. % % Should be run after merging files, but before saccade triggers are % inserted % if ~isfield...
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MATLAB
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function [HL,CLIN] = cmlines(varargin) % CMLINES Change the color of plotted lines using the colormap. % % SYNTAX: % cmlines % cmlines(CMAP) % cmlines(H,...) % [HL,CLIN] = cmlines(...); % % INPUT: % CMAP - Color map name or handle to be used, or a Nx3 mat...
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MATLAB
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function [out, azi, ele, idx] = SOFAspat(in,Obj,azi,ele,flag) % SOFAspat % [out, azi, ele, idx] = SOFAspat(in,Obj,azi,ele) spatializes the sound IN using % the HRTFs from OBJ according to the trajectory given in AZI and ELE. % Input: % in: vector with the sound % Obj: SOFA object containing the HRTFs % azi, ele: ve...
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MATLAB
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function s1_prepare_task_input_lists(id_list,task_data_dir,ABCD_table_dir,task_proc_dir) % % s1_prepare_task_input_lists(id_list,task_data_dir,ABCD_table_dir,task_proc_dir) % % This function prepares input lists required for the rest fMRI preprocess pipeline % % Inputs: % - id_list % A string. Path of a text file...
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MATLAB
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function [Data_Corrected, Header, P]=y_FDR_Image(StatsImgFile,qThreshold,OutputName,MaskFile,Flag,Df1,Df2,VoxelSize,Header) % function [Data_Corrected, Header]=y_FDR_Image(StatsImgFile,qThreshold,OutputName,MaskFile,Flag,Df1,Df2,VoxelSize,Header) % Function to perform false discovery rate (FDR) correction. % References...
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MATLAB
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function CBIG_AuthorTopicEM_ConvertBrainImages(data_dir, ... gibbs_data_file, em_data_file, brain_mask2mm) % CBIG_AuthorTopicEM_ConvertBrainImages(data_dir, brain_mask, ... % gibbs_data_file, em_data_file) % % Convert binary-smoothed brain images of activation foci to data input % for the Gibbs sampler and Expectat...
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MATLAB
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function [B1,phase,rf_complex,Gz,fa] = tr_foci(params) % Some parameters rf_ampl = 2.1865; larmor_freq = 4.2576e+04; rf_dur = params.vaso.foci_dur; % RF Slab-Selective Gs=1; Amax = 3.32; B1max = 0.327152; w = 0.30; r1=0.64; r2=0.27; r3=0.59; r4=0.00; r5=1.00; % AMM: For ASL, use 30...
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MATLAB
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function [V] = ft_write_mri(filename, dat, varargin) % FT_WRITE_MRI exports volumetric data such as anatomical and functional % MRI to a file. % % Use as % V = ft_write_mri(filename, dat, ...) % % The specified filename can already contain the filename extention, % but that is not required since it will be added aut...
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MATLAB
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function [mrf, loglikHist] = mrfTrainEm(mrf, data, varargin) %% Train an mrf with partially observed data via EM % This does not currently update the undirected backbone parameters, only the local % CPDs. % data(n,i) = 0 if node i in case n is unobserved % data(n,i) = k if node i in case n is observed to be k % % 'loca...
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MATLAB
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function [X, info] = dominant_invariant_subspace(A, p) % Returns an orthonormal basis of the dominant invariant p-subspace of A. % % function X = dominant_invariant_subspace(A, p) % % Input: A real, symmetric matrix A of size nxn and an integer p < n. % Output: A real, orthonormal matrix X of size nxp such that t...
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MATLAB
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function gradfun = approxgradientFD(problem, options) % Gradient approx. fnctn handle based on finite differences of the cost. % % function gradfun = approxgradientFD(problem) % function gradfun = approxgradientFD(problem, options) % % Input: % % A Manopt problem structure (already containing the manifold and e...
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MATLAB
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function [assignment, cost] = assignmentallpossible(distMatrix) %ASSIGNMENTALLPOSSIBLE Compute solution of assignment problem % ASSIGNMENTALLPOSSIBLE(DISTMATRIX) computes the optimal assignment for the % given rectangular distance (or weight) matrix, for example the assignment % of tracks (in rows) to observati...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%% step_1_fitting.m %%% %%% Fit the electrodes to each patient skin mesh. %%% %%% ------------------------------------------------------------------- %%% %%% Ryan: Run th...
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MATLAB
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function [ avw ] = avw_hdr_make % AVW_HDR_MAKE - Create Analyze format data header (avw.hdr) % % [ avw ] = avw_hdr_make % % avw.hdr - a struct, all fields returned from the header. % For details, find a good description on the web % or see the Analyze File Format pdf in the % mri_toolb...
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function h_makeAnnotationROI3(handles) [currentInd, handles, currentStruct, currentStructName] = h_getCurrendInd3(handles); axes(handles.imageAxes); % ROISizeStr = get(handles.ROISizeOpt,'String'); % ROISizeValue = get(handles.ROISizeOpt,'Value'); Roi_size = h_getROISize3(currentStruct.state.ROISizeOpt.strin...
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function [output] = ft_transform_geometry(transform, input) % FT_TRANSFORM_GEOMETRY applies a homogeneous coordinate transformation to a % structure with geometric information, for example a volume conduction model for the % head, gradiometer of electrode structure containing EEG or MEG sensor positions and % MEG coil...
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function [gx,gy,gx_pre,gy_pre,adc,params] = create_spirals_adc_pulseq(spiral_grad_shape,adcSamples,adcDwell,params) lims = params.gen.lims; % Dummy trapezoid for pre-allocation gx_pre = mr.makeTrapezoid('x',lims,'maxGrad',25e-3*lims.gamma,'Area',0); gy_pre = mr.makeTrapezoid('...
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function [data] = femdata_TR(mesh, t, dt, varargin) % FEMDATA_TR Calculates time-resolved photon fluence rate for a FEM mesh in % the NIRFAST format. This function is a wrapper to call % mesh-type-specific femdata functions. This function handles mesh types % 'stnd' (single wavlength) and 'spec' (spectral) only. ...
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function k=LineCurvature2D(Vertices,Lines) % This function calculates the curvature of a 2D line. It first fits % polygons to the points. Then calculates the analytical curvature from % the polygons; % % k = LineCurvature2D(Vertices,Lines) % % inputs, % Vertices : A M x 2 list of line points. % (optional) % Li...
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%% Plot expected and perceived pain like (Jepma et al., 2018) Fig 1d) function figureOut = PlotLikeJepma2018Fig1d(xhatStats, xhat_Stats, ... maxVAS, figNr, varargin) % Plot xhat and xhat_ (avg + SE) on each trial, in red for high cue and in % blue for low cue, to allow for comparison with Fig 1...
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MATLAB
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function h = ft_plot_crosshair(pos, varargin) % FT_PLOT_CROSSHAIR plots a crosshair at a specified position in two [x, y] or three % [x, y, z] dimensions. % % Use as % h = ft_plot_crosshair(pos, ...) % where pos is the desired position of the crosshair. The handles of the lines are % returned. % % Optional input ar...
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% MATLAB % See also % % Embarrassingly parallel function evaluation: % fevalArrays - Used to apply the same operation to a stack of array elements. % fevalDistr - Wrapper for embarrassingly parallel function evaluation. % fevalDistrDisk - Helper for fevalDistr (do no call directly). % fevalImage...
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MATLAB
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function [hdr] = read_wdq_header(filename) % READ_WDQ_HEADER reads header information from wdq files % % Use as % [hdr] = read_wdq_header(filename) % % Copyright (C) 2011, Jan-Mathijs Schoffelen % % This file is part of FieldTrip, see http://www.fieldtriptoolbox.org % for the documentation and details. % % FieldT...
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MATLAB
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function [img, Vto] = scn_resample_voxel_size(loadImg, voxsize, varargin) % This function takes an image name in loadImg % and loads the data, resampling to the space defined % in the image sampleTo. % % :Usage: % :: % % [imgData, volInfo_mapto] = scn_resample_voxel_size(loadImg, voxsize, varargin) % % take volInfo...
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MATLAB
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function [varargout] = solid_angle(varargin) % SOLID_ANGLE of a planar triangle as seen from the origin % % The solid angle W subtended by a surface S is defined as the surface % area W of a unit sphere covered by the surface's projection onto the % sphere. Solid angle is measured in steradians, and the solid angle % ...
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%% MVGC bootstrap demo % % Demonstrates confidence interval construction using a nonparametric bootstrap % on generated VAR data for a 5-node network with known causal structure (see % <var5_test.html |var5_test|>). Pairwise-conditional Granger causalities are % estimated and confidence intervals constructed using both...
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%% MVGC Toolbox "startup" script % % Initialise MVGC Toolbox. This file is run automatically if Matlab is started % in the toolbox root (installation) directory. % % You may have to (or want to) customise this script for your computing % environment. % % (C) Lionel Barnett and Anil K. Seth, 2012. See file license.txt i...
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classdef LabelOutlierController < handle % Controller for the "Suspicious Labels" dialog, which lists outlier labels % (by angle / distance / reprojection error) and lets the user jump to them. % % This replaces the bare uifigure function label_outlier_gui.m: state and % widget handles move from guidata into ...
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classdef VideoRecording < Recording properties (Transient) videoReader end properties videoSize = [0 0] timeStamps = [] end methods (Static) function canLoad = canLoadFromPath(filePath) canLoad = false; try i...
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%preallocate cell array aal_labels = cell(116,1); %assign the labels to each cell entry aal_labels{1} = 'precentral_r'; aal_labels{2} = 'precentral_l'; aal_labels{3} = 'frontal_sup_r'; aal_labels{4} = 'frontal_sup_l'; aal_labels{5} = 'frontal_sup_orb_r'; aal_labels{6} = 'frontal_sup_orb_l'; aal_labels{7} = 'frontal_mi...
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function [A, fH,figNames] = meg_plotERF(data,p,selectedChannels,plotSingleTrial,plotAvgTrial,plotAvgChannel) % MEG_PLOTERF(data,selectedChannels,plotSingleTrial,plotAvgTrial) % % INPUTS % data % structure of condition cells containing % data matrix, time x channels x trials % p % params with expt short type ...
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%%% Scope: Reading preprocessed BOLD-signals, calculating FCs %%% (functional connectivity), joining FCs %%% Author: Jonas A. Thiele %%% Date: 24.06.2022 %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %Choose sample name_sample = 'PIOP2'; % 'PIOP1' , 'PIOP2' if strcmp(name_samp...
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MATLAB
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function Y = ttm_me(X, U, edims, sdims, tflag) %TTM_ME Memory-efficient sptensor times matrix. % % Y = TTM_ME(X, U, EDIMS, SDIMS, TFLAG) handles some dimensions % elementwise and others in the standard way. Here, X is a sparse tensor % (sptensor), U is a cell array of matrices of length ndims(X), % EDIMS speci...
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%% REPLAY DECODING % Extracts spikes for each replay event and decodes it. Saves in a % structure called repay_track. Inside each field (each track) the replay events are saved. % Loads: extracted_replay_events, extracted_clusters and extracted_place_fields_BAYESIAN function decoded_replay_events = replay_decoding(var...
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MATLAB
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% This program is free software; you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Software Foundation; either version 2 of the License, or % (at your option) any later version. % % This program is distributed in the hope that it will be useful,...
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MATLAB
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function [allVec,allTs,allTs_marker,allTs_trigger] = Closed_Loop_FFT() % Closed-loop algorithm using fft method to detect peak % allVec: Raw EEG (channel*sample) % allTs: Timestamp of each sample % allTs_marker: Timestamp of event markers % allTs_trigger: Timestamp of the sample at which triggere was delivered %%...
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MATLAB
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clear % figure set(gcf,'color','w'); set(gcf, 'Position', [230,430,200,400]) for line = 1:2 subplot(2,1,line) if line == 1 %R4d load('X:\Ring neurons\single_dot_blue\analysis\ER4d_list') new_list = ER4d_list; load('ellipse_data_ER4d.mat','orientation') elseif line == 2 %...
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MATLAB
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%% predictSDO_plot_relative_error_rates % Variant of the plotter to compare the accumulation of E1/E2/E3 errors of two % specified hypotheses. % % May be useful for comparing the STA and SDO or SDO to background; % % Because yyaxis elements are not handled well in inkscape, if saving plots % as SVGs, save the...
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MATLAB
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%{ _ _ ___ _ __ __ _| |__ ___ ___ _ __| |_ / __| '__/ _` | '_ \/ __|/ _ \| '__| __| | (__| | | (_| | |_) \__ \ (_) | | | |_ \___|_| \__,_|_.__/|___/\___/|_| \__| # NNgenerateTrainingData **Syntax** ``` C.NNgenerateTraining...
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MATLAB
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% newer version is called: plot_bigSbigT_multipleS_trialAvg_decision pSL = colms - 1; for dim = dimms i = i + 1; clear sl rl ylims switch dim case 1 sl = sigSL.TinC*1000; rl = sigRL.TinC*1000; ylims = [0 30]; if sub0 == 1 ylims = [0...
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% FADE-SAME: Figure S2 % clear % close all %%% Step 1: load data %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % load results file FADE_file = '../FADE_scores/FADE_SAME_scores_2021_01_11_FADE_only.xls'; [num, txt, raw] = xlsread(FADE_file); clear num txt % specify inference alpha = 0.1; % extract variables...
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MATLAB
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function varargout=pcaVisualize( U, mu, vars, X, index, ks, fname, show ) % Visualization of quality of approximation of X given principal comp. % % X can either represent a single element (a single image or video), or a % set of elements. In the latter case, index controls which element of X to % apply visualization t...
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function [solver_out] = get_solver(solver_in) % GET_SOLVER Checks and returns supported solver. % % SYNTAX: % GET_SOLVER % GET_SOLVER(SOLVER_IN) % [SOLVER_OUT] = GET_SOLVER % [SOLVER_OUT] = GET_SOLVER(SOLVER_IN) % % [SOLVER_OUT] = GET_SOLVER Returns the default solver. If a NVidia GPU % with CUDA technology is ...
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MATLAB
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function [U] = st3ddir(srcinfo,targ,ifppregtarg) % ST3DDIR Direct (slow) 3D Stokes kernel sums (reference for STFMM3D). % % U = st3ddir(srcinfo,targ,ifppregtarg) % % Stokes direct evaluation in R^3: evaluate all pairwise particle % interactions with targets. This is the slow O(N^2) direct code used % as a refere...
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MATLAB
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classdef heatSimulation %HEATSIMULATION This class includes all properties and methods %related to the heat simulation in an MCmatlab.model. properties %% Input properties silentMode (1,1) logical = false % Disables command window text and progress indication useAllCPUs (1,1) logical = false % If fa...
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MATLAB
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function varargout = simpleCache( op, cache, varargin ) % A simple cache that can be used to store results of computations. % % Can save and retrieve arbitrary values using a vector (includnig char % vectors) as a key. Especially useful if a function must perform heavy % computation but is often called with the same in...
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% Detection heuristics % * Cortical or non-hippocampal channel (given IEDs filtered at % physiological ripple frequency (80 - 250Hz) exhibit high power in this % band. Thus non-hippocampal channel are used for first detection. % * Passband filtered at 60 - 80 Hz (per Gelinas et al 2016) % * Durations of events...
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MATLAB
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function [output] = read_mff_bin(filename, begblock, endblock, chanindx) % READ_MFF_BIN % % Use as % [hdr] = read_mff_bin(filename) % or % [dat] = read_mff_bin(filename, begblock, endblock); fid = fopen(filename,'r'); if fid == -1 ft_error('wrong filename') % could not find signal(n) end needhdr = (nargin==1)...
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MATLAB
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function [FF subspace] = ms_event_features(clips,num_features,opts) %MS_EVENT_FEATURES - Extract PCA features from an array of events % %Consider using mscmd_features % % Syntax: [FF, subspace] = ms_event_features(clips,num_features,opts) % % Inputs: % clips - MxTxNC array of clips (see ms_extract_clips) % num_f...
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MATLAB
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function phi = phi_Gauss( type_of_phi, Z, probs, options) % Compute phi for Gaussian disbributions % % INPUTS: % type_of_phi: % 'MI1': Multi (Mutual) information, e.g., I(X_1; X_2). (IIT1.0) % 'MI': Multi (Mutual) information, e.g., I(X_1, Y_1; X_2, Y_2) % 'SI': phi_H, stochastic interact...
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MATLAB
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% FADE-SAME: Figure S7 % clear % close all %%% Step 1: load data %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % set results files FADE_files = {'../FADE_scores/FADE_SAME_scores_2021_01_11_ref_FADE_G1.xls'; '../FADE_scores/FADE_SAME_scores_2021_01_11_ref_FADE_G2.xls'; '../FADE_sco...
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% Color code for each image: if ~exist('n_ima')|~exist('fc'), fprintf(1,'No calibration data available.\n'); return; end; check_active_images; if n_ima ~=0, if ~exist(['ex_' num2str(ind_active(1)) ]), fprintf(1,'Need to calibrate before analysing reprojection error. Maybe need to load Calib_Results.mat f...
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MATLAB
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% This program is free software; you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Software Foundation; either version 2 of the License, or % (at your option) any later version. % % This program is distributed in the hope that it will be useful,...
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MATLAB
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%% Wrapper for multi-ExR nanocolumn analysis %% % Accompanies the manuscript by Kang*, Schroeder* et al., 2023 % Last modified by Margaret Schroeder on 6/6/2023 % Adapted from a script originally written by Tyler Tarr (Sarkar, Kang, % Wassie et al. Nat Biomedical Engineering 2022) % Image processing up to this point:...
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MATLAB
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function plot_kappLikeStuff(vc, summaryInfoTable, devMeasure_all, kecn, kselPercNtr, kselPerc, varargin) %% handle optional inputs (varargin): nOpVar=0; % counter for optional variable nOpVar=nOpVar+1; opVars.smltSel = []; defaultValues{nOpVar} = nan; opVars = handleVarargin(varargin, opVars, defaultValues); if isn...
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MATLAB
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function f = PlotTopoAndTrace(tVals,pVals,xTimes,varargin) % function PlotTopoAndTrace(tVals,pVals,xTimes,varargin) % % Plot a row of topoplots under a time series of those values % % Inputs: % tVals = [nChans nTimes] matrix of t values (or beta, or voltage etc) to % use for plotting % pVals = [nChans nTime...
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MATLAB
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function h_openFile3(handles,fname) global h_img3; [currentInd, handles, currentStruct, currentStructName] = h_getCurrendInd3(handles); if exist(fname, 'file') % tic [pathname,filename,fExt] = fileparts(fname); if ~exist('pathname','var') pathname = pwd; fname = fullfile(pathna...
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MATLAB
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% 'this function runs some tests on some known % data to verify that some features work all right' function [passed,total] = run_all_tests() hashlib.test() passed = 0; failed = 0; close all S = getpref('crabsort'); assert(~isempty(S),'crabsort_test_data environment variable is unset. Cannot perform tests!') asse...
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MATLAB
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function FADE = calc_FADE_score(SPM_mat, con_vec, con_type, ref_map, do_plot) % _ % Calculate FADE score for a single subject using reference map [1] % SPM_mat - filepath to SPM.mat of estimated GLM % con_vec - the memory contrast vector (e.g. [+1 -1 0]) % con_type - the memory contrast type (i.e. 't' or ...