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MATLAB
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234
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % computes control energy and stability for two state; % different choices: can compute control for the whole network and each % region, or for a subset of regions (e.g. a network such as the rich cl...
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MATLAB
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240
function [t] = plotHypnogram(cfg, MuseStruct) % PLOTHYPNOGRAM creates statistics based on hypnogram and markers in MuseStruct % % use as % [t] = plotHypnogram(cfg, MuseStruct) % This file is part of EpiCode, see % http://www.github.com/stephenwhitmarsh/EpiCode for documentation and details. % % EpiCode is free so...
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MATLAB
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311
% Author: Woojae Jeong %% Post preprocessing after artifact removal % Start eeglab eeglab; % Start BrainStorm if ~brainstorm('status') brainstorm nogui % Start BrainStorm without GUI %brainstorm % Start BrainStorm with GUI end % Preprocessing pipeline Emotional gui_brainstorm('EmptyTempFolder'); % Empty ...
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MATLAB
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function [stats] = spikeTrialDensity(cfg, SpikeTrials, force) % SPIKERATESTATSEVENTS calculates spike statistics % % use as % [stats] = spikeTrialDensity(cfg, SpikeTrials, force) % or, if need to only load precomputed data : % [stats] = spikeTrialDensity(cfg) % % This file is part of EpiCode, see % http://www.git...
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MATLAB
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function plot_spike_waveforms(cfg, markerlist, spikewaveformstats, spikestats, spikewaveforms) % Plot spike waveform data. If the argument spikewaveforms is omitted, then % it only plots average data. % % Use as : % plot_spike_waveforms(cfg, spikewaveformstats, spikestats, spikewaveforms) % % INPUT : % - cfg.pre...
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MATLAB
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279
%% Welcome & Introduction ---------------------------------------------------- % On-Demand Seizures Facilitate Rapid Screening of Therapeutics for Epilepsy % Authors: Yuzhang Chen, Brian Litt, Flavia Vitale, Hajime Takano % DOI: https://doi.org/10.7554/eLife.101859 % This code is to be used with the pre-processed sour...
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MATLAB
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%% % plotyy() with units. If provided, the first argument must be a cell array % of the form {u, xU, yU} where u is the units structure, and xU and yU % are strings identifying the **target** x and y units respectively. That % is, the input is assumed to be in standardized units, and will be % converted ...
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MATLAB
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267
imagesavedir = '/network/lustre/iss01/charpier/stephen.whitmarsh/data/images'; dat = readtable('pattern_quantifications.xlsx'); % distance between discharges - absolute time dat.interdischarge = [nan; diff(dat.start)]; % add counter for every discharge within pattern nr = 0; for i = 1 : find(~isnan(dat.diff),1,'last...
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MATLAB
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367
function varargout = spm_prf_fcn_DoG_polar_angled(P,M,U,varargin) % Gaussian PRF model with Precision width parameter % % D - Degrees of visual angle used as units % C - Constrained PRF width % % ------------------------------------------------------------------------- % FORMAT [y,Z] = spm_prf_fcn_gaussian(P,M,U) % Ret...
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MATLAB
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334
function [Cmean,Cgaussian,Dir1,Dir2,Lambda1,Lambda2]=patchcurvature(FV,usethird) % This function calculates the principal curvature directions and values % of a triangulated mesh. % % The function first rotates the data so the normal of the current % vertex becomes [-1 0 0], so we can describe the data by XY inst...
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MATLAB
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184
function cfg = writeSpykingCircus_parfor(cfg, MuseStruct, poolsize, force) poolobj = parpool(poolsize); fname_output = fullfile(cfg.datasavedir,[cfg.prefix,'SpykingCircus_trialinfo_parts.mat']); if exist(fname_output,'file') && force == false fprintf('\nLoading trialinfo: %s \n',fname_output); temp = load(fn...
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MATLAB
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304
function outpict = extractbg(inpictarg,varargin) % EXTRACTBG(INPICT, {OPTIONS}) % EXTRACTBG(FILEPATH, {OPTIONS}) % Extract background image estimate from a video or a multiframe image. % This tool uses simple luma or color distance thresholding, and was initially % based on the FEX submission 'Bac...
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MATLAB
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367
function [W] = mc_undist_loop_wouter_fast2(V) nx=V.nx; ny=V.ny; tim1=V.im1'; tim2=V.im2'; mask_V = tim1; mask_V(V.tmask' <= 0) = NaN; indx_mask = ~isnan(mask_V); tim1_mask = tim1(indx_mask); b00_best=0; b01_best=0; b02_best=0; b10_best=0; b11_best=0; b20_best=0; indx = ~isnan(tim2+mask_V); tim2r_OK = tim2(ind...
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MATLAB
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201
function [MuseStruct] = addMuseBAD(cfg,MuseStruct) % ADDMUSEBAD converts MuseStruct markers into BAD MuseStruct markers % % Use as % [MuseStruct] = addMuseBAD(cfg, MuseStruct) % % For example, convert seizures identified by 'Crise_Start' and 'Crise_End' % markers into BAD__START__ and BAD__END__ markers, so those p...
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MATLAB
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181
function [MuseStruct_micro, MuseStruct_macro] = readMuseMarkers(cfg,force) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % function readMuseMarkers % % Crawls and searches through patient- and recording-directories to % extracts marker timings (time and samples) created by Muse. These ca...
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MATLAB
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295
% written by Nicolas Clairis - march 2016, adapted january 2017 for % NeuroSpin study clear all; close all; clc; subid = input('subject identification number? ','s'); nsession = input('session number (training:0;task: 1 to 8) ?'); IRM = 1; % 0 outside fMRI or 1 inside fMRI nbsession = 8; % nber of rating runs (without...
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MATLAB
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% multiRun(X_data_male, y_data_male, X_data_female, y_data_female, x_names, y_names, numComponents, nRuns) %load data from csv as table GTEx version 8 T= readtable('Male+Female.csv'); %Male+Female.csv contains both Male and Female samples with rows(samples) and columns(genes). %T should be (the number of samples by ho...
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MATLAB
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285
%% COMPUTE_TFR_TAPPING_MS % % Time–frequency analysis for the MS tapping study (FieldTrip). % % Steps: % 1) Loop over three groups: % cond=1 : MS_F (fatigued) % cond=2 : MS_NF (non-fatigued) % cond=3 : HC (healthy controls) % 2) For each subject: % - Load preprocessed FieldTrip da...
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MATLAB
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293
% Expectation suppression study, Hannah McDermott function [dt, blocks, savethis, logfile] = ES_EEG(ID) % ID should be a number datapath = 'C:\Users\admin\Documents\MATLAB\experiment_Logs'; mkdir(datapath) % temp = dir(fullfile(datapath,strcat('ID_',num2str(ID),'*'))); % if length(temp)>0 ...
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MATLAB
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292
function Figure2(cfg_fig) if nargin == 0 cfg_fig = []; end cfg_fig.colorscale = ft_getopt(cfg_fig, 'colorscale', 0.2); n = 100; cmap = parula(n); cmap = [repmat(cmap(1, :), round(n*cfg_fig.colorscale), 1); cmap; repmat(cmap(n,:), round(n*cfg_fig.colorscale, 1), 1)]; cfg = pnh_...
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MATLAB
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313
function [D,E,R,EXTRA]=nt_cca_mm(x,y,ssize,ldaflag,nccs) %[D,E,R]=nt_cca_mm(x,y,ssize,ldaflag,nccs) - calculate metrics for match-mismatch task % % D: d-prime % E: error rate % R: correlation coefficient over entire trial % EXTRA: struct with additional info: % .D_match: matrix of euclidean distances for matchi...
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MATLAB
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198
function [dict_out, varargout] = learn_spatially_filtered_dictionary(data_obj, dict_init, corr_kern, params) % [dict_out, varargout] = learn_spatially_filtered_dictionary(data_obj, dict_init, corr_kern, params) % % Function to learn a dictioanry for spatially ordered/ graph-based data using a % re-weighted l1 spatial ...
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MATLAB
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229
function [marker, hyp] = readHypnogram(cfg, MuseStruct_micro, MuseStruct_macro) % readHypnogram reads hypnogram from MuseMarkers % % use as % [MuseStruct, marker, hypnogram] = hypnogramStats(cfg, MuseStruct, force) % This file is part of EpiCode, see % http://www.github.com/stephenwhitmarsh/EpiCode for...
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MATLAB
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214
function cset = ccmap(varargin) % CMAP = CCMAP({MAPNAME},{STEPS}) % Custom colormap generator originally for MIMT docs processing % % MAPNAME is one of the following: % MIMT maps: % 'pastel' is a soft yellow-magenta-teal CT used for imblend() contour maps (linear luma) % 'pwrap' is a closed version of 'pas...
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MATLAB
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348
function outpict = erraccumulate(inpict,varargin) % ERRACCUMULATE(INPICT,OPTYPE,{OPTYE},{METHOD},{KEYS}) % Repeatedly perform selected processes on float and integer copies of an image % then extract and stretch the difference. This is a lazy and overcomplicated way % to turn images into complete garb...
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MATLAB
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213
function detectSpikes(cfg, MuseStruct_micro, MuseStruct_macro, force, writeMuseMarker) % This file is part of EpiCode, see % http://www.github.com/stephenwhitmarsh/EpiCode for documentation and details. % % EpiCode is free software: you can redistribute it and/or modify % it under the terms of the GNU General Pu...
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MATLAB
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246
function preictal_project(ielec) restoredefaultpath if ispc addpath (genpath('\\l2export\iss02.charpier\analyses\vn_preictal\scripts\EpiCode\shared')) addpath (genpath('\\l2export\iss02.charpier\analyses\vn_preictal\scripts\EpiCode\external')) addpath (genpath('\\l2export\iss02.charpier\analyses\vn_preicta...
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MATLAB
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226
function [stats] = spikeTrialDensity(cfg, SpikeTrials, force) % SPIKERATESTATSEVENTS calculates spike statistics % % use as % [stats] = spikeTrialDensity(cfg, SpikeTrials, force) % or, if need to only load precomputed data : % [stats] = spikeTrialDensity(cfg) % % This file is part of EpiCode, see % http://www.git...
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MATLAB
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303
function EEG = natview_eeg_preprocess_pipeline(fileNameSET,outputDir,saveIntermediates,options) %% PURPOSE: This script preprocesses EEG data using EEGLAB functions % Simultaneously EEG and fMRI data was collected for the % NATVIEW_EEGFMRI dataset in a Siemens TrioTim 3T MRI scanner and % ...
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MATLAB
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230
function [stats] = spikePSTH(cfg, SpikeTrials, force, LFP) % SPIKERATESTATSEVENTS calculates spike statistics % % use as % [stats] = spikeTrialDensity(cfg, SpikeTrials, force) % or, if need to only load precomputed data : % [stats] = spikeTrialDensity(cfg) % % cfg.spike.psthbin.(markername) : bin size of the psth...
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MATLAB
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%% demo_002 fields of the options struct - Which options can one set? % This demo explains all fields of the options struct, e.g. which options % you can set for the fitting process as a user. % to have some data we use the data from demo_001 data = [... 0.0010, 45.0000, 90.0000;... 0.0015, 50.0000, ...
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MATLAB
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function [p,data]=nt_dataview(data,p) %[p,data]=nt_dataview(data,p) - view data sets % % % DATA: matrix, struct, file or directory to view % P: parameter structure % % VERBOSE=1; if nargin < 1; % look for file in entire machine [p,data]=nt_dataview('/'); return end if nargin < 2; p=[]; end if isempt...
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MATLAB
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function [W] = mc_undist_loop_test(V) nx=V.nx; ny=V.ny; tim1=V.im1'; tim2=V.im2'; b00_best=0; b01_best=0; b02_best=0; b10_best=0; b11_best=0; b20_best=0; adj01_best = 0; adj02_best = 0; adj10_best = 0; adj11_best = 0; adj20_best = 0; mask_V = V.tmask' > 0; tim1_mask = tim1(mask_V); [X,Y] = meshgrid(1:nx,1:ny);...
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MATLAB
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function simulate_data(filename,expType,obsType,levelType,N,sigmoidName) % this function simulates data and saves it to a file % function simulate_data(filename,expType,obsType,levelType,N,iSigmoidGen,iSigmoidFit) % the function is based on the simulation functions for the paper addpath('..') warning('off','psignifit:...
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MATLAB
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236
function [SpikeWaveforms] = readSpikeWaveforms(cfg, SpikeRaw, force) % [SpikeWaveforms] = readSpikeWaveforms(cfg, SpikeTrials, force, parts_to_read) % Cut continuous data into trials for each spike sample. % % ### Necessary input % cfg.name = label(s) of the analysis % cfg.prefix ...
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MATLAB
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297
% ========================================================================= % Title: Electrophysiology Regression & Longitudinal Modeling % % Author: Gabriele Mancini % Date: 2025-12-10 % % Description: % Supplementary analysis pipeline focusing on single-feature regression % and group-specific prediction effects. Th...
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MATLAB
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341
function gifwrite(varargin) % GIFWRITE(INARRAY, {DISPOSALMETHOD}, FILEPATH, {DELAY}, {WRITEMETHOD}, {LOOPCOUNT}, {DITHER}) % GIFWRITE(INARRAY, MAP, {TRANSPARENTIDX}, {DISPOSALMETHOD}, FILEPATH, {DELAY}, {WRITEMETHOD}, {LOOPCOUNT}) % Write image stack to an animated gif % % INARRAY: 4-D image array %...
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MATLAB
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213
%% Section A: Load data clear, clc, close all load('Table_297_subjs_demographics_biomarkers_2024_05_03.mat') n_subjs = size(T_subjects, 1); % (Loop below is a no-op; kept for context) for s = 1:n_subjs subj = T_subjects.Subject_ID{s}; end %% Create table with demographic and CSF variables T = tabl...
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MATLAB
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% DTX sedated rats, EEG analysis %% Set parameters if ispc addpath \\lexport\iss01.charpier\analyses\lgi1\Git-Paul\fieldtrip; addpath \\lexport\iss01.charpier\analyses\lgi1\Git-Paul\EpiCode\development addpath (genpath('\\lexport\iss01.charpier\analyses\lgi1\Git-Paul\EpiCode\projects\dtx')); addpath (g...
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MATLAB
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318
function varargout = peakfinder(x0, sel, thresh, extrema, includeEndpoints, interpolate) %PEAKFINDER Noise tolerant fast peak finding algorithm % INPUTS: % x0 - A real vector from the maxima will be found (required) % sel - The amount above surrounding data for a peak to be, % identified (defaul...
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MATLAB
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clear close diagram_path = './../Systems/Pyramid_astro_exp_decay/diagram/'; diagram_name = 'diagram'; %% FIG. 8 fig = figure; tlo = tiledlayout(17,1,'TileSpacing','compact'); lwd = 0.4; c1 = load(strcat(diagram_path, 'experiment1Bfinal.mat')); t = c1.t; [par_Is,par_Id,par_gsd,par_gCa,par_p,par_rIP,par...
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MATLAB
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function [dat_micro, dat_macro] = readLFP(cfg,MuseStruct_micro,MuseStruct_macro,force) %% Make overview of data as segmented by markers aligned to (first) peak fname = fullfile(cfg.datasavedir,[cfg.prefix,'data_aligned.mat']); if exist(fname,'file') && force == false fprintf('************************************...
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MATLAB
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function cfg = writeSpykingCircus(cfg, MuseStruct, force, varargin) if isempty(varargin) write = true; else write = varargin{1}; end fname_output = fullfile(cfg.datasavedir,[cfg.prefix,'SpykingCircus_trialinfo.mat']); if exist(fname_output,'file') && force == false fprintf('Loading trialinfo: %s \n',fnam...
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MATLAB
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function varargout = spm_cpm_fcn_direct(P, M, U, varargin) % Directly estimates response for a given input function. % % D - Degrees of visual angle used as units % C - Constrained PRF width % % ------------------------------------------------------------------------- % FORMAT [y,Z] = spm_pr...
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MATLAB
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function [y,yy]=nt_inpaint(x,w) %function y=nt_inpaint(x,w) - weighted interpolation based on correlation structure % % y: interpolated data (only over w==0, a la STAR) % yy: interpolated data (all times, a la SNS) % % x: data matrix % w: weight vector or matrix % % % Noisetools. nt_greetings; PCA_THRESH=10^-15; ...
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MATLAB
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function [SpikeWaveforms] = readSpikeWaveforms(cfg, SpikeRaw, force) % [SpikeWaveforms] = readSpikeWaveforms(cfg, SpikeTrials, force, parts_to_read) % Cut continuous data into trials for each spike sample. % % ### Necessary input % cfg.name = label(s) of the analysis % cfg.prefix ...
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MATLAB
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function [dat_micro, dat_macro] = readEEG(cfg,MuseStruct_micro,MuseStruct_macro,force) %% Make overview of data as segmented by markers aligned to (first) peak fname = fullfile(cfg.datasavedir,[cfg.prefix,'data_aligned.mat']); if exist(fname,'file') && force == false fprintf('************************************...
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MATLAB
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function plot_beta_roi_topography() % PLOT_BETA_ROI_TOPOGRAPHY % % This script computes and plots scalp topographies of beta-band ERD, ERS, % and peak-to-peak (ERS - ERD) for broad frontal, left and right ROIs % for selected subjects and conditions. % % It was used as an exploratory tool to identify channels showing ma...
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MATLAB
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%APCLUSTER Affinity Propagation Clustering (Frey/Dueck, Science 2007) % [idx,netsim,dpsim,expref]=APCLUSTER(s,p) clusters data, using a set % of real-valued pairwise data point similarities as input. Clusters % are each represented by a cluster center data point (the "exemplar"). % The method is iterative and search...
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MATLAB
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function spiketriggeredplots(cfg,dat_microFs,SpikeTrials,SpikeRaw) %% read data on high-Fs for ichan = 1 : size(cfg.fnames_ncs,2) cfgtemp = []; cfgtemp.dataset = cfg.fnames_ncs{ichan}; dat_microFs_all{ichan} = ft_preprocessing(cfgtemp); end dat_microFs_all_concatinated = ft_appenddata([],dat_microFs_all...
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MATLAB
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function [] = mc_undist_wouter2(edir) % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% home; fprintf('Motion Compensation Undistortion: ''mc_undist_wouter2.m''\n'); % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% seq=100101; % % seq=110111; % % seq=111111; options...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircusPSG(cfg,MuseStruct,force,varargin) % READSPYKINGCIRCUSPSG reads Spyking-Circus results: spike-times and templates. % % use as % [SpikeRaw, SpikeTrials] = readSpykingCircusPSG(cfg,MuseStruct,force,varargin) % % Necessary input: % cfg.prefix = prefix to ou...
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MATLAB
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function plot_PSTH_stats(cfg, psth_data) nrows = 1; for ipart = 1 : size(psth_data, 2) for markername = string(fields(psth_data{ipart}.psth))' nrows = max([nrows, size(psth_data{ipart}.stat.(markername), 2)]); end end for ipart = 1 : size(psth_data, 2) ncols = numel(fieldnames(psth_data{ipar...
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MATLAB
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function mov_localizer(subjID) %% Version: Nov 25, 2015 %__________________________________________________________________________ % % This script will localize theory-of-mind network areas and pain matrix % areas by contrasting activation during scenes in which characters are % engaging in mentalizing (mental) and a...
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MATLAB
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% EXTRA EXAMPLES % depending on your filesystem, your pwd and where you stick this script, % you may need to change the path strings used for input/output. % some of these may be configured for viewing on an inverted display % if something looks inverted, just check the call to imshow() or imshow2() % as i am likely...
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MATLAB
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function [stats] = plot_spikestats_preictal(cfg, stats, spikedata) % field added to stats for outputs : isi, waveform measurments, descriptive % stats of the firing for all the windows of stats % Mandatory input : % Optional inputs cfg.spikewaveforms = ft_getopt(cfg, 'spikewaveforms', []); cfg.statstime ...
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MATLAB
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% constrainedSmoothResample Generate a n-by-d-by-nSamples matrix R of random numbers sampled from % a data distribution D of size n-by-d, preserving the column mean and % covariance structure D^T D. % % Inputs % ======== % D : n-by-d ma...
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MATLAB
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function [As_across_bins,As_across_bins_index,assembly,Assemblies_all_orders]=CADopti(spM,MaxLags,BinSizes,ref_lag,alph,No_th,O_th,bytelimit) % this function returns cell assemblies detected in spM spike matrix binned % at a temporal resolution specified in 'BinSizes' vector and testing for all % lags between '-MaxLa...
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MATLAB
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function out = randisum(rrange,s,sz,varargin) % A = RANDISUM(RANGE,S,OUTSIZE,{DISTRIBUTION},{VARIANCE}) % Generate an array of random integers with a specified sum. % % RANGE is the range of allowed output values, [RMIN RMAX] % If specified as a scalar, it will be interpreted as RMIN, and RMAX will be NaN. % ...
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MATLAB
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function [config] = wod_setparams disp('setting parameters'); if ismac error('Platform not supported') elseif isunix rootpath_analysis = '/network/lustre/iss01/charpier/analyses/wod'; rootpath_data = '/network/lustre/iss01/charpier/raw/rat-iso/DATA_Antoine/Extra_Neuralynx'; os ...
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MATLAB
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function [dat, dat_avg] = stats_unit_behaviour(cfg, force) set(groot,'defaultAxesTickLabelInterpreter','none'); hyplabels = ["REM", "AWAKE", "PHASE_1", "PHASE_2", "PHASE_3"]; fname_out = fullfile(cfg{1}.datasavedir, 'stats_unit_behaviour.mat'); %% load data if force == false && exist(fname_out, 'file') load(...
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MATLAB
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%% Paths %% saveDir = '.'; % Set the path where the output should be saved to installGraFT %% Loading data %% % Neurofinder data was cropped and processed using the GUI, but original % files can be downloaded using the following public repository links from % OSF.io. u...
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MATLAB
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classdef RandomConnectomeTestVisualizer methods (Static) function [hAx,hPl] = plotRandomTestCorrelations(nullBatchRunner,options) arguments nullBatchRunner NullModelAnalysisBatchRunner options.ParentAxes = []; options.StdErrorBar = "off"; % or "on...
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MATLAB
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%% main script to analyze spatial remapping of place cells between two contexts % all discrimination session workdir_d = ["F:\Included miniscope Mice\M119\TrainingD11\" "F:\Included miniscope Mice\M120\TrainingD11\" "F:\Included miniscope Mice\M292\TrainingD6\" "F:\Included miniscope Mice\M319\TrainingD7\" "D:\G...
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MATLAB
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function [x0,y0,iout,jout] = intersections(x1,y1,x2,y2,robust) %INTERSECTIONS Intersections of curves. % Computes the (x,y) locations where two curves intersect. The curves % can be broken with NaNs or have vertical segments. % % Example: % [X0,Y0] = intersections(X1,Y1,X2,Y2,ROBUST); % % where X1 and Y1 are equ...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircus_alldata(cfg) fname = fullfile(cfg.datasavedir,'all_data_spikedata_concatinated.mat'); if exist(fname,'file') && cfg.force == false load(fname,'SpikeRaw','SpikeTrials'); else %% use spiking circus output % find spiking-circus path temp ...
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MATLAB
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function [SpikeTrials] = readSpikeTrials_windowed(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_windowed(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on equal overlapping % windows. % % ### Necessary input: % cfg.prefix = prefix to output files % cf...
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MATLAB
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function [or_data outliers info] = apply_peirce(orig_data) % Apply_peirce implements outlier rejection using Peirce's method as laid out by % Stephen M. Ross, Journal of Engineering Technology, Fall 2003. Original % method is designed for normally distributed observations. % % Output: % or_data: outlier_rejected...
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MATLAB
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function [MuseStruct_micro, MuseStruct_macro] = readMuseMarkers(cfg,force) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % function readMuseMarkers % % Crawls and searches through patient- and recording-directories to % extracts marker timings (time and samples) created by Muse. These ca...
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MATLAB
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function dat = plotGrandAverageWindowedModel(cfg, force) set(groot,'defaultAxesTickLabelInterpreter','none'); hyplabels = ["REM", "AWAKE", "PHASE_1", "PHASE_2", "PHASE_3"]; fname_out = fullfile(cfg{1}.datasavedir, 'AllDataCombined.mat'); %% load data if force == false && exist(fname_out, 'file') load(fname_o...
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MATLAB
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function [S, tau_mat] = dictionaryRWL1SF(mov, D, corr_kern, params, S, varargin) % [S,tau_mat] = dictionaryRWL1SF(mov, D, corr_kern, params, S) % % This function performs a mixture of 3-D Stochastic filtering that can % take out Poisson or Gaussian noise. % % 2015 - Adam Charles, Gal Mishne %%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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function dat = stats_unit_behaviour(cfg, force) set(groot,'defaultAxesTickLabelInterpreter','none'); hyplabels = ["REM", "AWAKE", "PHASE_1", "PHASE_2", "PHASE_3"]; fname_out = fullfile(cfg{1}.datasavedir, 'stats_unit_behaviour.mat'); %% load data if force == false && exist(fname_out, 'file') load(fname_out, ...
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MATLAB
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function [w,y]=nt_outliers(x,w,thresh,niter) %[w,y]=nt_outliers(x,w,thresh,niter) - detect outliers based on weighted correlation structure % % w: weights (indicates outliers) % y: interpolated data % % x: data matrix % w: initial weights % thresh: threshold for declaring an outlier [default: 2] % niter: number ...
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MATLAB
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%% NARPS Mixed Gambles Protocol (more info in README.md) %% Modified for IBC by Himanshu Aggarwal - April-May 2021 %% Email - himanshu.aggarwal@inria.fr %% %function protocol(sub_id,run_number,inputDevice,experimenter_device,Scan) clear all; %%%NEW Screen('Preference', 'SkipSyncTests', 1); Screen('Preference', 'Visua...
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MATLAB
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function grangerLFP(suffix) % LFP COHERENCE - Compute LFP-LFP coherence for given time and % frequency values. % % CDH - added this so it does nothing. % return % Read parameters Params = read_params(suffix); freq = Params.freq_start_1 : Params.freq_step_1 : Params.freq_end_1; ...
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MATLAB
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% % BDP BrainSuite Diffusion Pipeline % % Copyright (C) 2019 The Regents of the University of California and % the University of Southern California % % Created by Chitresh Bhushan, Divya Varadarajan, Justin P. Haldar, Anand A. Joshi, % David W. Shattuck, and Richard M. Leahy % % This program is free sof...
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MATLAB
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function [allData] = get_experimenter_tables(save_path, settings) %%% Generate result tables for each experimenter for a given brain slice - V2 (MGG) %%%% % Define ROI names roi_names = settings.roi_names; roi_no = settings.roi_no; cell_categories = settings.cell_categories; %% Load and concatenate animal ...
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MATLAB
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%% VM stimulation analysis % @author: speressotti % ====> CHECK IF AB PARAMETER IS ACTIVE <=== % %% clc; close all; clear all; %% Analysis folder analysis_folder = '/Users/sofiaperessotti/Docs/VMstm_Matlab/Analysis'; addpath(genpath(analysis_folder)); %% Root data folder base_folder = '/Users/sofiape...
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MATLAB
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function plotGroups(values, members, groups, memberName, groupName, bar_pCorr, plotTitle, ylabelStr, plotStyle, parent, showVarNames, markerSize, barType, barCenter, barBottom, barTop, plotLines, sortValues, groupSize, Outliers, connectPoints) nArgs = 21; if nargin < nArgs connectPoints = false; end if nargin < ...
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MATLAB
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function [valueRange, xCenters, yCenters, colorBars] = draw(varargin) % DRAW Draw a histogram using image(), with the expected y-axis % orientation (small values at the bottom), and normalizing the bin % contents to fit within a 256 colormap range. % % The syntax is: % draw(histo, [xCent...
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MATLAB
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function fk = fkgen(kstyle,varargin) % FKERN=FKGEN(TYPE,{SIZE},{OPTIONS}) % Generate a filter kernel. This is similar to FSPECIAL with additional % options and support for atypical filter types of questionable utility. % % TYPE is one of the following: % -Blur filters: % 'gaussian1' is a simple 1-D ga...
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MATLAB
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%% script - main vector remap 2 %workdir_d = ["F:\Included miniscope Mice\M119\TrainingD11\" "F:\Included miniscope Mice\M120\TrainingD11\" "F:\Included miniscope Mice\M292\TrainingD6\" "F:\Included miniscope Mice\M319\TrainingD7\" "D:\Grouping First\M231\TrainingD9\" "D:\Grouping First\M314\Training_Separation...
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MATLAB
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%% NARPS Mixed Gambles Protocol (more info in README.md) %% Modified for IBC by Himanshu Aggarwal - April-May 2021 %% Email - himanshu.aggarwal@inria.fr %% %function protocol(sub_id,run_number,inputDevice,experimenter_device,Scan) clear all; %%%NEW Screen('Preference', 'SkipSyncTests', 1); Screen('Preference', 'Visua...
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MATLAB
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% function [] = mc_undist_wouter2_20120524(fname_epi, fname_mask) % % - fname_epi: file filter for epi files, like % /data/local/DIR/Monkey/session/*_epi*.nii % Loops over all files that match fname_epi % % - fname_mask: file filter for the mask, like % /data/local/DIR/Monkey/session/*_msk.nii % Takes the first file t...
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MATLAB
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% function [] = mc_undist_wouter2_20120524(fname_epi, fname_mask) % % - fname_epi: file filter for epi files, like % /data/local/DIR/Monkey/session/*_epi*.nii % Loops over all files that match fname_epi % % - fname_mask: file filter for the mask, like % /data/local/DIR/Monkey/session/*_msk.nii % Takes the first file t...
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MATLAB
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function [stats] = preictal_plot_spikestats(cfg, stats, spikedata) % field added to stats for outputs : isi, waveform measurments, descriptive % stats of the firing for all the windows of stats % need plot_morpho.m to plot spike morphologie and compute halfwidth, % peak-trough and trough-peak % the field cfg.plot.toi...
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MATLAB
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function Ok = InstallMex(SourceFile, varargin) % INSTALLMEX - Compile and install Mex file % The C, C++ or FORTRAN mex file is compiled and additional installation % routines are started. Advanced users can call MEX() manually instead, but some % beginners are overwhelmed by instructions for a compilation sometimes. % ...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircus(cfg,MuseStruct,force,varargin) % READSPYKINGCIRCUS reads Spyking-Circus results: spike-times and templates. % % use as % [SpikeRaw, SpikeTrials] = readSpykingCircus(cfg,MuseStruct,force,varargin) % % Necessary input: % cfg.prefix = prefix to output files ...
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MATLAB
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%% demo_006 additonal functionality % This demo shows some convenience functions we added, which are not % directly used for the final fitting of psychometric functions. % We will need some fitted function for illustration. Thus we first fit our % standard data from demo_001.m again: data = [... 0.0010, 45.0...
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MATLAB
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function varargout = spm_cpm_fcn_gaussian(P, M, U, varargin) % Gaussian cognitive field model, with eucldiean coordinates and hard % constraints. Supports n-dimensional parameter spaces, where the field for % each parameter has a location and width parameter. % % mu_xx - Degrees of visual angle used...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircus_selected(cfg,MuseStruct) addpath /network/lustre/iss01/charpier/stephen.whitmarsh/WhitmarshEpilepsy addpath /network/lustre/iss01/charpier/stephen.whitmarsh/fieldtrip/ addpath /network/lustre/iss01/charpier/stephen.whitmarsh/WhitmarshEpilepsy/mlib6/ ft_defaults %% ...
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MATLAB
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function [cfg] = writeSpykingCircus(cfg, force) % WRITESPYKINGCIRCUS writes a concatinated data file for SpykingCircus and % sampleinfo is returned for later (cutting results back up) % % use as % writeSpykingCircus(cfg, MuseStruct, force, varargin) % % third argument "force" is to force recalculation of samplinfo -...
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MATLAB
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clear;clc;close all; % 所有被试的总文件夹,注意修改,Flight或者airTraffic dir_base = '\Flight'; % 在被试总文件夹下创建group_glm2文件夹,用于汇总结果 mkdir([dir_base, filesep, 'group_glm2']) GLM = 1;%是否做一阶分析并提取感兴趣区域信号值,不用改,1表示要做,0表示不做false specify_DCM = 1;%是否构建spDCM模型,spm中单状态,none等之前界面点的 estimate_DCM = 1;%是否评估spDCM模型,做的是spDCM就改为...
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MATLAB
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function [cfg] = writeSpykingCircus(cfg, force) % WRITESPYKINGCIRCUS writes a concatinated data file for SpykingCircus and % sampleinfo is returned for later (cutting results back up) % % use as % writeSpykingCircus(cfg, MuseStruct, force, varargin) % % third argument "force" is to force recalculation of samplinfo -...
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MATLAB
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function [stats] = spikeTrialStats(cfg, SpikeTrials, force, postfix) % SPIKERATESTATSEVENTS calculates and plots spike statistics % % use as % [stats] = spikeTrialStats(cfg, SpikeTrials, force, postfix) % % This file is part of EpiCode, see % http://www.github.com/stephenwhitmarsh/EpiCode for documentation and deta...
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MATLAB
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function [SpikeTrials] = readSpikeTrials_windowed(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on equal overlapping % windows. % % ### Necessary input: % cfg.prefix = prefix to output files %...
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MATLAB
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%PARAMETERS % nodestdThresh. This is the standard deviation threshold for exclusion of % skeleton nodes based on prePeriod activity nodestdThresh = 1; %set filepath filePath = cd(uigetdir); %find files matching expression 'normalizedSkeleton' fileList = dir('*normalizedSkeleton*'); numFiles=length(fileList); %Declare ...
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MATLAB
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function outpict = adapthisteqFB(inpict,varargin) % OUTPICT=ADAPTHISTEQFB(INPICT,{OPTIONS}) % Adjust the contrast of an image using a contrast-limited adaptive histogram equalization (CLAHE) % technique, such that it has a specified intensity distribution. Instead of adjusting the entire % image based on glo...
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MATLAB
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%% %************************************************************************** % % accumulate_volume collects blocks of [ADC, N_coils] acquisitions. % input: bucket of data from AcquisitionAccumulateTriggerGadget % when no trigger dimension is specified => full volume. % header: header stru...
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MATLAB
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% main_makeAllFigures.m set(groot, 'DefaultAxesFontName', 'Arial'); set(groot, 'DefaultTextFontName', 'Arial'); colorList = orderedcolors("gem"); %% Directory cd(strcat(projectRoot,"/results/figures")); dt = datetime('now','Format','yyyyMMdd_HHmmss'); dtstr = string(dt); mkdir(dtstr) cd(dtstr) %% Make Object FM = FigM...