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MATLAB
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function mytitle = textOnFig_chnlInfo(params, plotInfo) % returns text (string) of channel info % placed on top of figure % (c) Jiri, Jun20 if ~isfield(plotInfo, 'channel') H_ch = struct; else H_ch = plotInfo.channel; end %% defaults if ~isfield(H_ch, 'neurologyLabel') H_ch.neurologyLabel = 'n.a.'; end...
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MATLAB
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function java_dnd(jObj, dropFcn) % Set Matlab dropFcn for java object, like JavaFrame or JTextField. % 170421 Xiangrui Li adapted from dndcontrol class by Maarten van der Seijs: % https://www.mathworks.com/matlabcentral/fileexchange/53511 % Required: MLDropTarget.class under the same folder if ~exist('MLDropTarget',...
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MATLAB
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function [ITIOpt, ITIMdl, Kappa, RPE, Belief, Alphas] =... GenerateLatencyData_AlphaPHModel(params, ratTrial,... gen_arg, noise_arg, noise_params) %GenerateSynthData_BeliefState Generates wait times for belief state model %% Pull Parameters H0 = 1/40; alpha0 = params(1); % model-free learning rate D = params(...
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MATLAB
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function hColorbarAxes = tapas_uniqc_add_colorbars(hax, imageColorMaps, imageRanges, ... imageNames) % Creates Colorbars next to image aixs for all given colormaps/value ranges % % NOTE: The plotted colorbars are actual normal axes with plots, NOT of % class colorbar % output = tapas_uniqc_add_colorbars(inp...
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MATLAB
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function plotVEAll(outputs, field, inverty) % Colormap proxcol = [215, 15, 175]/255; distcol = [255, 160, 25]/255; % Figure fig; hold on; hA = gca; axis off % Params lw = 0.5; bxw = 0.25; alpha = 1; spacing = [1,1.75]; buff = 2.5; axlocs = [spacing; spacing + buff; spacing + buff*2; spacing + buff*3; spacing + buff*...
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MATLAB
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% PLUGIN_SEARCH - support function for plugin_menu % Copyright (C) 2019 Arnaud Delorme % % This file is part of EEGLAB, see http://www.eeglab.org % for the documentation and details. % % Redistribution and use in source and binary forms, with or without % modification, are permitted provided that the following conditi...
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MATLAB
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function coactPaper_tableS06() close all fontsize=7; fh=initFig('width',18.6,'height',1.8,'font','Arial','fontsize',fontsize); x=1,y=1; panel_01(x,y,fontsize) drawnow() print(fh,sprintf('~/Dropbox/FearAnalyses/paper/figure/tableS06_%s.pdf',datestr(now,'yyyymmdd')),'-dpdf','-painters','-r300') end function panel_01(...
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MATLAB
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function out = MD_pNN(x) % MD_pNN pNNx measures of heart rate variability. % % Applies pNNx measures to time series assumed to represent sequences of % consecutive RR intervals measured in milliseconds. % % cf. "The pNNx files: re-examining a widely used heart rate variability % measure", J.E. Mietus et al...
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MATLAB
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function fear_getIcaCoactTimeCondHighThreshold(basename,varargin) % clear % basename='~/data/Fear/triple/hoegaarden181115/hoegaarden181115'; % basename='~/data/Fear/triple/achel180320/achel180320'; load([basename '.basicMetaData.mat']) fprintf('%s start %s with data of %s\n',datestr(now),mfilename,basicMetaData.Sessi...
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MATLAB
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function target = DBMerge(source,target,varargin) %DBMerge - Merge databases. % % USAGE % % target = DBMerge(source,target,<options>) % % source database where the data is read % target database where the data is added % % NOTE % % This function cannot handle overlapping databases. % % S...
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MATLAB
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function se=strel3d(sesize) % function se=STREL3D(sesize) % % STREL3D creates a 3D sphere as a structuring element. Three-dimensional % structuring elements are much better for morphological reconstruction and % operations of 3D datasets. Otherwise the traditional MATLAB "strel" % function will only operate on a slic...
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MATLAB
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%% h = sepia_handle_panel_Utility(hParent,h,position) % % Input % -------------- % hParent : parent handle of this panel % hFig : handle of the GUI % h : global structure contains all handles % position : position of this panel % % Output % -------------- % h : global structu...
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MATLAB
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function [firstCrossing, pointOfCrossing] = BF_PointOfCrossing(x,threshold) % BF_PointOfCrossing Linearly interpolate to the point of crossing a threshold % %---INPUT: % x, a vector % threshold, a threshold x crosses. % %---OUTPUTS: % firstCrossing, the first discrete value after which a crossing event has occurred % ...
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MATLAB
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function [ gta_metrics ] = nmri_calculate_gta( full_metrics, opt) % [ gta_metrics ] = nmri_calculate_gta( full_metrics, opt) % Will calculate GTA metrics (using BCT functions) % allows normalization by permutating % % % full_metrics = cell array of metrics, e.g. from nmri_export_metrics % % % opt ...
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MATLAB
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% op_lorentz_linbas.m % Jamie Near, McGill University 2014. % % USAGE: % y=op_lorentz_linbas(pars,ppm); % % DESCRIPTION: % Generate a parametrized lorentzian peak with a linearly sloping baseline. % This function is fed into fitting tools to enable fitting of peaks using % lorentzian lineshapes. % % INPUTS: % pars...
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MATLAB
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function vers = eegplugin_iclabel( fig, try_strings, catch_strings ) %EEGLABPLUGIN_ICLABEL EEGLAB plugin for EEG IC labeling % Label independent components using ICLabel. Go to % https://sccn.ucsd.edu/wiki/ICLabel for a tutorial on this plug-in. Go % to labeling.ucsd.edu/tutorial/about for more information. To re...
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MATLAB
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function M = shapefitfactory(VJt) % Linear manifold structure for optimization over the ShapeFit search space % % function M = shapefitfactory(VJt) % % Input: VJt is a matrix of size dxn, such that VJt * ones(n, 1) = 0. % % Returns M, a structure describing the Euclidean space of d-by-n matrices % equipped with the sta...
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MATLAB
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%% sepia_configuration_QSM % % Description: a script contains all the QSM method names and related function names % % Kwok-shing Chan @ DCCN % k.chan@donders.ru.nl % Date created: 11 March 2020 % Date modified: % % DO NOT change the variable name % DO NOT change the order of the entities, add a new one at the end inst...
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MATLAB
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function [ITIOpt, ITIMdl, Kappa, RPE, Belief, Alphas] =... GenerateLatencyData_DivNormModel(params, ratTrial,... gen_arg, noise_arg, noise_params) %GenerateSynthData_BeliefState Generates wait times for belief state model %% Pull Parameters H0 = 1/40; alpha0 = params(1); % model-free learning rate D = params(...
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%DAGNN.UNIFORMSCALINGGRIDGENERATOR Generate an iso-tropic scaling + translation % grid for bilinear resampling. % This layer maps 1 x 1 x 3 x N transformation parameters corresponding to % the scale and translation y and x respectively, to 2 x Ho x Wo x N % sampling grids compatible with dagnn.BlilinearSampler...
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%% plot slices: test script % - load header H % - select iEEG channels % - load brain volumes that are "fixed" (same for all channels of one subject, e.g. wT1.nii) % -> brainVolumes_fixed.m % - load brain volumes that are "channel-specific" (e.g., wDefault.nii) % -> brainVolumes_chSpec.m % - plot...
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MATLAB
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function V = spm_write_vol(V,Y) % Write an image volume to disk, setting scales and offsets as appropriate % FORMAT V = spm_write_vol(V,Y) % V (input) - a structure containing image volume information (see spm_vol) % Y - a one, two or three dimensional matrix containing the image voxels % V (output) - data st...
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%{ tuning.MonetCleanRF (computed) # RF maps with common components removed -> tuning.MonetRFMap --- clean_map : longblob # %} classdef MonetCleanRF < dj.Relvar & dj.AutoPopulate properties popRel = tuning.MonetRFMap % !!! update the populate relation end methods(Access=...
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% STD_COMPPOL - inverse component polarity in a component cluster % % Usage: [compout pol] = std_comppol(compin); % % Inputs: % compin - component scalp maps, one per column. % % Outputs: % compout - component scalp maps some of them with inverted % polarities, one per column. % pol - logical...
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function plot_fig3ab_latency(datadir) % Plot latency to peak/trough in DA/ACh at offer cue (left) and reward cue (right). % N = 10 DA rats, N = 10 ACh rats % % INPUTS % datadir: file path of data downloaded from Zenodo. Link to download can % be found in README. region = 'dms'; [ms, ~] = run_getAvgFlatency(datadir, r...
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function [CPM_results] = test_CPM(NBSPredict) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % test_CPM gets structure from the test function originally written for % NBSPredict and convert to a structure that can be used by CPM. This % structure is then used by CPM and the outcome structur...
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%DAGNN.UNIFORMSCALINGGRIDGENERATOR Generate an iso-tropic scaling + translation % grid for bilinear resampling. % This layer maps 1 x 1 x 3 x N transformation parameters corresponding to % the scale and translation y and x respectively, to 2 x Ho x Wo x N % sampling grids compatible with dagnn.BlilinearSampler...
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%% This script contains the raw commands of the tutorial demo (tapas_hgfTB_demo.m) for the HGF toolbox % ---------------------------------------------------------------------------------------------------- % Copyright (C) 2014 Christoph Mathys, TNU, UZH & ETHZ % % This file is part of the HGF toolbox, which is released...
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%------------------------------------------------------------------------------- % Function %------------------------------------------------------------------------------- function [XDL, XDR, pDelays] = cross_correlation(X, DL, DR, tTrialBeg, tTrialEnd) % trial info %tTrialBeg = -0.2; %tTrialEnd = 1.7; bCAT = 1; % co...
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function [MRSCont] = osp_MRSIRecon(MRSCont) %% [MRSCont] = osp_MRSIRecon(MRSCont) % This function reads MRSI data. % % USAGE: % [MRSCont] = osp_MRSIRecon(MRSCont); % % INPUTS: % MRSCont = Osprey MRS data container. % % OUTPUTS: % MRSCont = Osprey MRS data container. % % AUTHOR: % ...
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%{ monet.VonMises (computed) # directional tuning -> monet.DriftResponseSet -> pre.Spikes ----- von_r2 : float # r-squared explaned by vonMises fit von_pref : float # preferred directions von_base : float # von mises base value von_amp1 : float # amplitude of first peak von_amp2 : float # amplitude...
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function createBatchCSVFile(raw_file_dir, batch_csv_fname, autofill_div, autofill_genotype, genotype) % Create batch .csv file containing information % (recording filenames, DIVs, genotypes, and ground electrodes). % Function written by DO, Nov 2023 % Overall aim of this script is to assist the functio...
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function osp_onLeftBasis( ~, ~ ,gui) %% osp_onLeftX % Callback function on process click on left x voxel direction button. % % % USAGE: % osp_onLeftX( ~, ~ ,gui); % % INPUT: gui = gui class containing all handles and the MRSCont % % OUTPUT: Changes in gui parameters and MRSCont are written ...
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function [ all_metrics, all_layouts, all_subjects ] = nmri_load_metrics_sensor( all_subjects, metric_txt, freq, params ) % [ all_metrics, all_suma, all_subjects ] = nmri_load_metrics_sensor( all_subjects, metric_txt, freq, params ) % will load a specific connectivity netric (or power/normalized power) % for a speci...
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function fear_shockTrigReact(basename,varargin) % basename='~/data/Fear/triple/hoegaarden181115/hoegaarden181115'; % basename='~/data/Fear/triple/booyah180430/booyah180430'; %% load([basename '.basicMetaData.mat']) fprintf('%s start %s with data of %s\n',datestr(now),mfilename,basicMetaData.SessionName) %% param.binSi...
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function [fit,cfg] = Zhang_fit2(data,cfg) % [fit,cfg] = Zhang_fit2(data,cfg) % % fit maximum-likelihood mixture model as described % by Zhang & Luck, Nature 2008 if nargin < 2 cfg = struct; end if ~isfield(cfg,'fitmean') cfg.fitmean = false; end if ~isfield(cfg,'offset') ...
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function pipelineSaveFig(figName, figExts, fullSVG, figHandle, renderer) % % Saves figure with the provided figure extensions % % Parameters % ---------- % figName : str % figure name without extension, provide the full path if needed, % otherwise the figure will be saved to the current folder % figExts : ce...
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function [estradiol, RatConc, RatGroups, groups, m_mean, d_mean,... ep_mean, lp_mean, e_mean, m_err, d_err, ep_err, lp_err, e_err] =... serum_osmolality_estradiol(Outlier_factor, SerumOsmolalityTable,... EstradiolExp1Table, EstradiolExp2Table) groups = {'male','diestrus','earlyproestrus','lateproestrus','e...
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function Test_trustregions % We attempt to compute an intrinsic mean of subspaces, that is, of % points on the Grassmann manifold. Let there be m subspaces of % dimension p embedded in R^n. We generate random data for our tests: % X is a random nxpxm matrix such that each slice of size nxp is an ...
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%{ map.AreaBorder (imported) # clips from movies -> map.OptImageBar --- max_reversal : mediumblob # full file name fixed_map : mediumblob # improved phase map border : mediumblob # estimated area border V1_mask : ...
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function results = confidence_volume(x,varargin) % function results = confidence_volume(x,color [opt]) % x is 3-column [x y z] matrix of coordinates % plots if color argument is specified % % Tor Wager and Robert Welsh, 10/15/01 % % Modified by Tor Wager, 11/16/02 % to use the method of Johnson & Wichern, % Applied ...
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function [varargout] = constructModelRDMs(rawModels, userOptions) % % constructModelRDMs is a function which parses the User/modelRDMs.m file and % saves a struct which is readable by the body other toolbox functions. % % [RDMs =] constructModelRDMs(rawModels, userOptions) % % rawModels --- Naturally specified...
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%% Simple 2-D movie eeglab; close; % add path eeglabp = fileparts(which('eeglab.m')); EEG = pop_loadset(fullfile(eeglabp, 'sample_data', 'eeglab_data_epochs_ica.set')); % Above, convert latencies in ms to data point indices pnts1 = round(eeg_lat2point(-100/1000, 1, EEG.srate, [EEG.xmin EEG.xmax])); pnts2 = round(eeg_l...
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% (C) Copyright 2020 Agah Karakuzu % (C) Copyright 2019 CPP visual motion localizer developers function initEnv % 1 - Check if version requirements % are satisfied and the packages are % are installed/loaded: % Octave > 4 % - image % - optim % - struct % - stat...
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%% Create Dataset function [ALA_visible, ref_all, vals_all] = FD_clVAE_CreateFGSDataset(data_path) %% Load Data, ref 4,5,6,7,9 ref1 = imread(fullfile(data_path, 'P007 (1).png')); ref2 = imread(fullfile(data_path, 'P007 (2).png')); ref3 = imread(fullfile(data_path, 'P008 (2).png')); ref4 = imread(fullfile(da...
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function [Cxy, F, T, ICxy] = COH_v2(signal, time, labels, setting) % Function computes coherence and im. coherence. % INPUTS=================================================================== % signal... EEG (time X channel X trials) % time... time vector in seconds (time X 1 X 1) % labels... (1 x trials) defines trial...
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function [con,NLCON] = cluster_indiview(cl,EXPT) % function [con,NLCON] = cluster_indiview(cl,EXPT or con img list or con image data) % % tor wager % used in button-up fcn callback global VOL global con global f global f2 global NLCON % ------------------------------------------------------------------- % ...
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function M = euclideanfactory(m, n) % Returns a manifold struct to optimize over real matrices. % % function M = euclideanfactory(m) % function M = euclideanfactory(m, n) % function M = euclideanfactory([n1, n2, ...]) % % Returns M, a structure describing the Euclidean space of real matrices, % equipped with the standa...
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%{ # Bad movie clips -> stimulus.MovieClip --- judge : enum('human','machine') # was it a man or a machine? notes : varchar(256) # a little explanation for the exclusion %} classdef ClipIgnore < dj.Manual methods function inspectClip(obj, restrict_key, fps) ...
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function [cl,anyStudy,studyByCluster,SOMResults,theData,whSOM] = Meta_SOM(P,nGrid,theData) % [cl,anyStudy,studyByCluster,SOMResults,theData,whSOM] = Meta_SOM(P,nGrid,[theData],[mask name]) % % test for meta-analysis data. % tor wager modified this from Robert Welsh's som_test_01.m % % [cl,anyStudy,studyByCluster,SOMRes...
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% pop_validatebids() - Validate BIDS dataset. Validation result will be % printed on command window % Adopting Openneuro's command-line bids-validator % https://github.com/bids-standard/bids-validator % % Usage: % >> pop_validatebids(); % open new window ...
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%% Load data data_path = 'Y:\Alice\0012_NeuroGI\NeuroGI_ephys_data\2024-11_all_ex-vivo_experiments\20241115_ExVivo-08\'; load([data_path '20241115_C57female.mat'], 'data__chan_1_rec_2') load([data_path 'datafile0017.mat'], 'data') %% Preprocess data % The endoscope channel matching closest the suction pipett...
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function osp_onSeg( ~, ~ ,gui) %% osp_onSeg % Callback function on segment button click. % % % USAGE: % osp_onSeg( ~, ~ ,gui); % % INPUT: gui = gui class containing all handles and the MRSCont % % OUTPUT: Changes in gui parameters and MRSCont are written into the % gui class %...
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function out = DN_WithinP(x, p, meanOrMedian) % DN_WithinP Proportion of data points within p standard deviations of the mean. % % ---INPUTS: % x, the input data vector % p, the number (proportion) of standard deviations. % meanOrMedian, whether to use units of 'mean' and standard deviation, or median % ...
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% Peter Rupprecht 02-2015 using Scanimage B data % reads metadata and returns image info file and framerate, zstep, % framerate, zoom, motorpositions, scalingfactors % optional input is the -full- filename/path function [A,result,framerate,zstep,zoom,motorpositions,scalingfactors] = read_metadata_function(filename) if...
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function [column_names] = tapas_physio_guess_regressor_names(model, R) %tapas_physio_guess_regressor_names | Reconstructs missing names % Given a physio.model structure returns a best guess for the names of % the regressors. Useful for backwards compatibility for versions less % than v7.3.0. % % INPUT: % model ...
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function [xClip, lutCmap] = relaxationColorMap(maptype, x, loLev, upLev) % [xClip, lutCmap] = relaxationColorMap(maptype, x, loLev, upLev) % % RelaxationColorMap: acts in two ways: % 1. generate a colormap to be used on display, given image type % (which must be one of % "T1","R1","T2","T2*","R2","R2*","...
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function task_gaitERP(sii, PATH, cfg) % Calculate gait ERP of processed data stored at PATH.fieldName this is % required for clustering (clean_c and clean_d) % with artifact attenuated single subject EEG datasets stored as file_in at PATHIN % % INPUT % - sii: vector of subject IDs to be processed % - PATH: st...
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MATLAB
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function ADimInfo = get_affine_matrix(this) % Computes an affine transformation matrix based on the resolution and the % first sampling point. % % Y = MrDimInfo() % ADimInfo = Y.get_affine_matrix() % % Note: The brackets after get_affine_matrix are necessary to prevent an % error in numArgumentsFromSubscript us...
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% (C) Copyright 2020 CPP visual motion localizer developpers function varargout = preTrialSetup(varargin) % varargout = postInitializatinSetup(varargin) % generic function to prepare some structure before each trial [cfg, iBlock, iEvent] = deal(varargin{:}); % set direction, speed of that event and ...
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function [fnOut, args] = tapas_uniqc_save_fig(varargin) %save figure with current name as filename (with some removal of bad %characters for saving % % fnOut = tapas_uniqc_save_fig(fh, type, pathSave, fn, res) % % IN % varargin: property name / value pairs for extra options % % fh figure handle (default...
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function plotHist(params, histData) % plots histogram distribution of 'histData' % histData = 2D: samples x chnls (may inlcude NaNs) % (c) Jiri, Aug16 %% load 'H' load(params.storage.cacheFile, 'H'); nCh = size(histData,2); nBins = round(size(histData,1)/100); % channel names params.nCh = size(histData,2); chNames =...
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MATLAB
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function [err, slc] = GetAfniSliceTriplet (Brik, BrikInfo, DM, Opt) % % [err, slc] = GetAfniSliceTriplet (Brik, BrikInfo, DM, Opt) % %Purpose: % Get the slices to display as they appear in the AFNI window % % %Input Parameters: % Brik: is a vector or a matrix containing the brik values % BrikInfo is a structure...
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MATLAB
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function ratio = FiringRatio(spikes,opt) %FiringRatio - Compute ratio of active units of a population over time. % % Compute instantaneous number of firing units over the total number of % units in a population. % % USAGE % % ratio = FiringRatio(spikes,<options>) % % spikes spike train, each row is [spi...
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MATLAB
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function matlabbatch = get_matlabbatch(this, module, varargin) % Returns matlabbatch to perform spm-processing with an MrSeries. % Fills out all necessary file parameters and options for different % modules, e.g. specification of the first level design % % matlabbatch = get_matlabbatch(MrSeries, module, varargin) % % T...
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MATLAB
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function phiFaceAverage = arithmeticMeanTensor(phi) % This function gets the value of the field variable phi defined % over the MeshStructure and calculates the arithmetic average on % the cell faces, for a uniform mesh. % % Author: Aina Frau-Pascual, adapting code from arithmeticMean.m % for its use with tensors % e...
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close all clear all clc % simulate 10 x 10 box global gridscale gridscale = 8; x = linspace(0, 19.9, 200) ; y = x ; [X,Y] = meshgrid(x,y) ; r0 = pi/2; shiftx_0_1 = 1; shifty_0_1 = 0; r1 = pi/6; shiftx_0_2 = 1; shifty_0_2 = 1; shift_xy = zeros(2, 1); n_cells = 40*40; shift_vec = linspace(0, 2*pi- 2*pi/sqrt(n_ce...
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function M = euclideancomplexfactory(m, n) % Returns a manifold struct to optimize over complex matrices. % % function M = euclideancomplexfactory(m) % function M = euclideancomplexfactory(m, n) % function M = euclideancomplexfactory([n1, n2, ...]) % % Returns M, a structure describing the vector space of complex matri...
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function stopfun = stopifdeletedfile(filename) % Create an interactive stopping criterion based on the existence of a file % % function stopfun = stopifdeletedfile() % function stopfun = stopifdeletedfile(filename) % % Use on the options structure passed to a Manopt solver, e.g.: % % problem = ... % manopt problem st...
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%{ # Objects extracted from movies used for generating clips and stills ->stimulus.Movie --- path : varchar(255) # original_file : varchar(255) # file_template : varchar(255) # filename template with full path %} clas...
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MATLAB
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function movie_in = denoising(movie_in, options) % update the movie in place to save the memory windowsize = options.windowsize; [m,n,p]=size(movie_in); startno = [1:windowsize:p]; tau = 0.015; lambda =20/sqrt(m*n); rank = 10; meanI=mean(movie_in,3); tic; for i=1:numel(startno) disp(['processing ' num2str(i) '...
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function varargout = biopac_acq(filename, hdr, begsample, endsample, chanindx) % BIOPAC_ACQ is a wrapper to for the reading function from Mathworks file exchange. % % Use as % hdr = biopac_acq(filename); % dat = biopac_acq(filename, hdr, begsample, endsample, chanindx); % evt = biopac_acq(filename, hdr); % % See...
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MATLAB
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%-------------------------------------------------------------------------- % writeSparsePointsVTKFile.m script is used generate VTK file of sparse point lists % %% Developed and maintained by Kannan Umadevi Venkataraju <kannanuv@cshl.edu> %% do not distribute without permission. % % Usage % [labelMap pointLabels] = w...
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function surf = SurfStatWriteSurf1_nonorm( filename, surf, ab ); %Writes coordinates and triangles to a single .obj or FreeSurfer file. % % Usage: surf = SurfStatWriteSurf1( filename, surf [,ab] ); % % filename = .obj or FS file name. If extension=.obj, writes a .obj file % (ASCII or binary), else write...
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MATLAB
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function movie_in = denoising(movie_in, options) % update the movie in place to save the memory windowsize = options.windowsize; [m,n,p]=size(movie_in); startno = [1:windowsize:p]; tau = 0.015; lambda =20/sqrt(m*n); rank = 10; meanI=mean(movie_in,3); tic; for i=1:numel(startno) disp(['processing ' num2str(i) '...
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dt=0.1; ec_pv=linspace(0,40,21); time_window=70; %ms delta_t=round(time_window/dt); for iter=1:6 iter_name=num2str(iter-1); for k=1:21 input_ec=zeros(1,600000); output_gc=zeros(1,600000); bas_num=num2str(k-1); file1=strcat('Ras_inh_gc',iter_name,bas_num); file2...
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MATLAB
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function [metadata,summary]=h5readmeta(fpath,varargin) % HELP % Reading all metadata from the h5 file while skiping the main dataspace with movie ('/mov' on defaults % SYNTAX %[metadata,summary]= h5readmeta(fpath) - use 2, etc. %[metadata,summary]= h5readmeta(fpath,'optionName',optionValue,...) - passing options using ...
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MATLAB
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function [datobs, datrnd] = cluster_test_helper(dat, nperm, diffstat) % CLUSTER_TEST_HELPER is a helper function for doing cluster-corrected % permutation tests in arbitrary dimensions. The randomizations are % generated under the assumption that input dat was computed using a paired % statistic T for which T(a,b) = -T...
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MATLAB
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function [CVresults] = crossValidation(fun,data,varargin) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % crossValidation performs k-fold or leave-one-out cross validation on data % provided to compute performance of given model. % % Arguments: % fun = Objective function (e.g., estimat...
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MATLAB
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function [err,v, typ] = BrikInfo_SectionValue (BRIKinfo, sSection) % % [err,s, typ] = BrikInfo_SectionValue (sHead, sSection) % %Purpose: % Get the values of a section in the .HEAD string % This function is dedicated for BrikInfo function % %Input Parameters: % sHead, a string vector containing the .HEAD info %...
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%% [b0,b0dir,voxelSize,matrixSize,te,dte,CF]=SyntheticQSMHubHeader(nii,varargin) % % Input % -------------- % nii : NIfTI matlab structure % varargin (for user input) % --------- % 'b0' : field strength in tesla (default: 3) % 'b0dir' : main magnetic field direction (default: based on quantern ...
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MATLAB
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function pos=surfing_inds2subs(siz, is) % Multiple subscripts from linear indices; a generalization of IND2SUB % % P=SURFING_INDS2SUBS(SIZ,IS) returns the subscripts POS for each of the % linear indices in IS based on a matrix with dimensions SIZ. % If SIZ=[s1, ..., sn] refers to a matrix of size s1 x ... x sN, and I...
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MATLAB
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function [value,freq,index] = uniquef(grp,sortflag) % UNIQUEF: Given a matrix containing group labels, returns a vector containing % a list of unique group labels, in the sequence found, and a % vector of corresponding frequencies of each group. % Optionally sorts the indices into ascending ...
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%{ monet.OriDesign (computed) # design matrix -> monet.DriftTrialSet -> monet.CaKinetics ----- ndirections : tinyint # number of directions design_matrix : longblob # times x nConds regressor_cov : longblob # regressor covariance matrix, nConds x nConds %} classdef OriDesign < dj.Relvar & dj.AutoPopula...
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MATLAB
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function loss = CostFunction(p_max_all, target_point,kgrid,sim_vol) tmp = p_max_all; mask_tissue = ones(size(sim_vol)); mask_tissue(sim_vol == 0) = 0; mask_tissue(sim_vol == 1) = 0; mask_tissue(sim_vol == 2) = 0; p_max_all = p_max_all.*mask_tissue; target_depth = 4e-2; center_inds = [5,floor(kgrid.Ny/2), floor(kgrid....
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function plotTargetClassifierProj(output, field, plotCrosstimes) % Plots projection traces like in Kaufman et al 2015 eLife % time runs vertically if nargin < 2 field = 'proj'; end if nargin < 3 plotCrosstimes = 0; end % Figure fig; hold on; axis off % Plot traces lw = 0.25; scale = 1; alpha = 0.35; for mo...
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function paraTimes = getParadigmTimes(params) % returns paradigm times defined in 'params.plot_triggering.paraTimes' % selected trials in pred_prc(tr).wasSelected (see: getTriggers_..._timesLabels.m) % paraTimes = mean over all selected trials % paraTimes = 2D: [class labels x selected time points] % (c) Jiri, Jun20 ...
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MATLAB
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% Script demo_constructor % Shows versatile options for creating MrImage object % % demo_constructor % % % See also % Author: Saskia Bollmann & Lars Kasper % Created: 2018-03-01 % Copyright (C) 2018 Institute for Biomedical Engineering % University of Zurich and ETH Zurich % % This file is par...
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MATLAB
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function filterMatrix = createSpatialFilter(params, N_inputCh, filterSettings) % creates a spatial filter for (intracranial) EEG data % input vars: % N_inputCh: number of input channels % selCh: vector of selected channel indices % filterSettings: struct, CAR, BIP, ... % output var: % filterMatrix: N_inputCh x ...
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MATLAB
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function out = SY_Trend(y) % SY_Trend Quantifies various measures of trend in a time series. % % ---INPUT: % y, the input time series. % % ---OUTPUTS: % Linearly detrends the time series using detrend, and returns the ratio of % standard deviations before and after the linear detrending. If a strong linear % trend is ...
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function run_condutance_adni(subject) % Compute conductance maps from tensors computed with DSIstudio % Adapt paths and file names to your own! % % Example: run_global_connectivity_adni(003_S_2374) % % Author: Aina Frau-Pascual %%% Load folders and code % Add code folders to path folder='Code/FVT4DWI'; addpath(genpa...
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MATLAB
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function [Convergence_curve,Ceq1_fit,Ceq1,Ceq_net,Ceq_tr]=EO(Particles_no,Max_iter,lb,ub,dim,fobj,data) Ceq1=zeros(1,dim); Ceq1_fit=inf; Ceq2=zeros(1,dim); Ceq2_fit=inf; Ceq3=zeros(1,dim); Ceq3_fit=inf; Ceq4=zeros(1,dim); Ceq4_fit=inf; C=initialization_EO(Particles_no,dim,ub,lb); Iter=0; V=...
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function [up,down] = ZeroCrossings(data,varargin) %ZeroCrossings - Test zero crossings in a given time series. % % This assumes a minimum of 10 samples per positive/negative phase. % % USAGE % % [up,down] = ZeroCrossings(samples,<options>) % % samples the <a href="matlab:help samples">samples</a> to pro...
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% Test superposition property in conductance computation, % in a 2D vector example % Author: Aina Frau-Pascual % Input image im = zeros(3) + 0.0; im(1, :) = 0.8; im(:, 1) = 0.8; im(:,:,2) = 1 - im(:,:,1); im(im==1) = 0; % Construct mesh structure Lx = size(im, 1); % domain length Nx = size(im, 1); % number of cells...
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classdef MovieSpecs < handle %MovieSpecs stores .h5 movie file universal content (besides the movie) % and provides simple operations for history manipulations properties (Constant = true) history_sep = ';'; %separator of the history string end properties (SetAccess = protected) ...
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%% Computing entropy of sequences [seq_ent,seq_maxent,dkl] = cellfun(@(x) compute_seq_ent(x),ens_seq_stim); %% entropy of sequences of increasing word length maxlen = 24; minlen = 0; [words,counts] = count_sequences(ens_seq_stim{1,4},minlen,maxlen); [words_nz,counts_nz] = count_sequences(ens_seq_nz_stim{1,4},minlen,ma...
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function plotDotsWithTextLabels(coords_xy, localOptions) % plots the set text labels in cell array 'textLabels' at the positions % 'coords_xy' in the current plot in font size 'fontSize' in black (by % default) or using category colors specified by optional further arguments % 'categoryColumns', 'categoryColors', and ...
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function fear_getHfoPeakFreq(basename,varargin) % load('~/data/Fear/triple/hoegaarden181115/hoegaarden181115.basicMetaData.mat') % basename=basicMetaData.Basename; load([basename '.basicMetaData.mat']) fprintf('%s start %s with data of %s\n',datestr(now),mfilename,basicMetaData.SessionName) load([basicMetaData.Basena...
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function [] = show_NBSPredictProgress(NBSPredict,iter,scores) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % show_NBSPredictProgress prints progress of NBS-Predict algorithm on % MATLAB console. % % Arguments: % NBSPredict: NBSPredict structure in which parameters found. % iter = Th...
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MATLAB
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function FigureS6(datadir, codedir) %FigureS6 - Satiety effects for trial initiation time are modest and do % not qualitatively affect results % datadir = directory of dataset % codedir = director of code %% Set up paths s = pathsep; pathStr = [s, path, s]; onPath = contains(pathStr,... codedir, 'IgnoreCase...