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MATLAB
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%% Demo_008 Pooling Utility % This demo illustrates the use of psignifits automatic pooling utility. % For this illustration we use the following, not so handy dataset of a % Quest run with 400 trials: data =[... 1.3262 1.0000 1.0000;... 0.8534 1.0000 1.0000;... 0.4717 0 1.0000;... ...
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MATLAB
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%% Enrichr analysis % @author: speressotti % November 2024 v1 %% clc; close all; clear all; close_figs = 0; Enrichr = 0; Volcano_plot = 0; plot_heatmap = 1; %% colors red = hexToRGB('#A80925'); grey = hexToRGB('#B8B2B6'); blue = hexToRGB('#156082'); white = hexToRGB('#FFFFFF'); %% Analysis folder base_folder = '/Us...
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MATLAB
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classdef fLocSession properties name % participant initials or id string date % session date trigger % option to trigger scanner (0 = no, 1 = yes) num_runs % number of runs in experiment sequence % session fLocSequence object responses % behavioral ...
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MATLAB
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% ------------------------------------------------------------------------------------------------- % (c) 2025 Leon F. Heffer, David J. Sly, James B. Fallon, Rick Minter, Rebecca C. Felsheim, % Mathias Dietz and Stephen J. O’Leary. % % This file is part of a repository that contains the data originally recorded by He...
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MATLAB
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function plot_patterns_multilevel_examples(cfg, MuseStruct) % set LFP config to read requested patterns LFP = readLFP(cfg); for ipart = 1 : size(LFP, 2) for markername = string(fields(LFP{ipart}))' try LFPavg{ipart}.(markername) = ft_timelockanalysis([], LFP{ipart}.(markername)); catch ...
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MATLAB
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function data = TDTfilter(data, epoc, varargin) %TDTFILTER TDT tank data filter. % data = TDTfilter(DATA, EPOC, 'parameter', value, ...), where DATA is % the output of TDTbin2mat or TDT2mat, EPOC is the name of the epoc to % filter on, and parameter value pairs define the filtering conditions. % % If no param...
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MATLAB
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function [senseMaps, eigenVal] = nullspace_vectors_G_matrix_3D( ... kCal, N1, N2, N3, G, patchSize, varargin) % Function that calculates the nullspace vectors for each G(x) matrix. These % vectors correspond to sensitivity maps at the x location. % % Input parameters: % --kCal: N1_cal x N2_cal x N3_cal x...
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MATLAB
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%% WholeBrainAnalysis.m % Whole Brain Analysis % % It is recommended that users read through the documentation in full % prior to using this analysis. This applies to each section in the code. % Sections are to be ran sequentially. % % All outputs can be accessed through the struct...
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MATLAB
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function [senseMaps, eigenValues] = PISCO_sensitivity_map_estimation(kCal, dim_sens, varargin) % Input parameters: % --kCal: 2D case: N1_cal x N2_cal x Nc block of calibration data, where % N1_cal and N2_cal are the dimensions of a...
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MATLAB
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%% SAP stimulation analysis % @author: speressotti %% clc; close all; clear all; %% Analysis folder analysis_folder = '/Users/sofiaperessotti/Library/CloudStorage/OneDrive-ImperialCollegeLondon/PhD_project/Cell_Experiments/SAP_stim/IF/Analysis'; addpath(genpath(analysis_folder)); %% Root data folder ...
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MATLAB
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%% Analysis script for Spike x Sleep x SUA project % % (c) Stephen Whitmarsh, stephen.whitmarsh@gmail.com % set(0, 'DefaultFigurePosition', [2500 100 1000 1000]); set(0, 'DefaultFigurePosition', [200 300 1000 500]); figure() %% Add path restoredefaultpath if isunix addpath /network/lustre/iss01/charpier/analyse...
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MATLAB
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%% making refined figures only % load('allThreeParamsMap_weightAlphaTheta__NONhomeostatModels.mat') % load('allThreeParamsMap_weightAlphaTheta__homeostaticModels.mat') global saveFigures global savepath global saveFormats saveFigures = false; saveFormats = {'.fig','.png','.svg'}; savepath = './figures/'; % ADJUST HE...
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MATLAB
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%% Enrichr analysis % @author: speressotti % November 2024 v1 %% clc; close all; clear all; close_figs = 0; Enrichr = 1; Volcano_plot = 0; plot_heatmap = 0; %% colors red = hexToRGB('#A80925'); grey = hexToRGB('#B8B2B6'); blue = hexToRGB('#156082'); white = hexToRGB('#FFFFFF'); %% Analysis folder base_folder = '/Us...
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MATLAB
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function [LFP] = readLFP(cfg, MuseStruct, force) % READLFP reads data epoched according to markers from MuseStruct. % Use as % [LFP] = readLFP(cfg, MuseStruct, force) % % Will also mark overlap with hypnogram markers % Optionally downsample to same samplerate if data contains multiple % samplerates to allow combinat...
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MATLAB
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%% WholeBrainAnalysis.m % % Whole Brain Analysis % % It is recommended that users read through the documentation in full % prior to using this analysis. This applies to each section in the code. % Sections are to be ran sequentially. % % All outputs can be accessed through the stru...
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MATLAB
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clear; % ------ enter .avi file name here ----------------- load('directoryPathForPredictionsTable.csv') % Load prediction Table predictionsArray(:,1) = table2array(predictions(:,1)); myEyePath = ['folderOfInterest\']; movieName = dir(myEyePath); myEyeFile = movieName(4).name; fullpath_rawEye = [myEyePath myEyeFil...
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MATLAB
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%% Analysis script for Valerio Frazzini's study on electrophysiology of pathoanatomy % % (c) Stephen Whitmarsh, stephen.whitmarsh@gmail.com % % requires bandpassFilter.m from Mario % requires releaseDec2015 from Neuralynx website addpath /network/lustre/iss01/charpier/stephen.whitmarsh/WhitmarshEpilepsy addpath /netwo...
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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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%version 3.a March17,2024 function Main_process_PFs(nameofdataset,folder,savefolder,pix,excl_pf,VisQ,view_PFs,mode,term_curv) Max_num_dots=100; %maximum allowed number of points per PF tracing if isempty(savefolder) mkdir(strcat(folder,'/Results')); savefolder=strcat(folder,'/Results'); end %% LOAD...
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MATLAB
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filedir = '/Users/ryszard/Downloads/etad_files'; cd(filedir) spmdir = '/Users/ryszard/Documents/spm12_mac/'; addpath(spmdir) spm('Defaults','EEG') addpath('/Users/ryszard/Downloads/hannah_elife_matlab_scripts/analysis') %% some settings: % some trials show strong linear trends (e.g. increasing amplitude over % time...
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MATLAB
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function WM_EnumWM_CTRL_fMRI(subject, run_group, log_file) %%% version containing only 1 saliency level %%% mean trial length = 12secs % Clear Matlab/Octave window: clc; % check for Opengl compatibility, abort otherwise: AssertOpenGL; % Check if all needed parameters given: if nargin < 3 error('Must provide requ...
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MATLAB
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function [stat] = ft_spike_xcorr(cfg, spike) % FT_SPIKE_XCORR computes the cross-correlation histogram and shift predictor. % % Use as % [stat] = ft_spike_xcorr(cfg, data) % % The input SPIKE should be organised as the spike or the raw datatype, obtained from % FT_SPIKE_MAKETRIALS or FT_PREPROCESSING (in that case, ...
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MATLAB
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function WM_EnumWM_CTRL_fMRI(subject, run_group, log_file) %%% version containing only 1 saliency level %%% mean trial length = 12secs % Clear Matlab/Octave window: clc; % check for Opengl compatibility, abort otherwise: AssertOpenGL; % Check if all needed parameters given: if nargin < 3 error('Must provide requ...
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MATLAB
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function out = zoom(varargin) %ZOOM Zoom in and out on a 2-D plot. % ZOOM with no arguments toggles the zoom state. % ZOOM(FACTOR) zooms the current axis by FACTOR. % Note that this does not affect the zoom state. % ZOOM ON turns zoom on for the current figure. % ZOOM OFF turns zoom off in the c...
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MATLAB
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function [dict_out, varargout] = GraFT(data_obj, dict_init, corr_kern, params) % [dict_out, {Sout, extras, n_iter, corr_kern}] = 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 / grap...
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MATLAB
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function [config] = preictal_setparams disp('setting parameters'); if ismac error('Platform not supported') elseif isunix rootpath_analysis = '/network/lustre/iss01/charpier/analyses/vn_preictal'; rootpath_data = '/network/lustre/iss01/epimicro/patients/raw'; os = 'unix'; else...
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MATLAB
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function [] = mc_undist(ddir) %% Read parameters from files fid = fopen('./prod.par','rb'); % catch problems with old par files seq=0; fftscale=1.5e9; TE = 19; TR = 2000; tslc=25; marl= 0; marr= 0; mart= 0; marb= 0; marct= 0; marcb= 0; % sLine=fgets(fid); count=0; while (sLine>-1) sLine=fgets(fid); eq=find...
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MATLAB
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function [config] = dtx_eegvideo_setparams(config) % Setting parameters DTX project %The conversion from Deltamed to '.vhdr' loose infioramtion in the header. Do %not use the header created by ft_read_header, but the header saved with %the data (data_header, for each file) if ispc addpath \\lexport\iss01.charpier...
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MATLAB
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function [] = mc_undist(ddir) %% Read parameters from files fid = fopen('./prod.par','rb'); % catch problems with old par files seq=0; fftscale=1.5e9; TE = 19; TR = 2000; tslc=25; marl= 0; marr= 0; mart= 0; marb= 0; marct= 0; marcb= 0; % sLine=fgets(fid); count=0; while (sLine>-1) sLine=fgets(fid); eq=find...
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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 [] = mc_undist(ddir) %% Read parameters from files fid = fopen('./prod.par','rb'); % catch problems with old par files seq=0; fftscale=1.5e9; TE = 19; TR = 2000; tslc=25; marl= 0; marr= 0; mart= 0; marb= 0; marct= 0; marcb= 0; % sLine=fgets(fid); count=0; while (sLine>-1) sLine=fgets(fid); eq=find...
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MATLAB
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function varargout = spm_prf_review(varargin) % Review a PRF model. If only one timeseries is included, parameter plots % are shown. Otherwise, an 3D parameter map is displayed. If the parameter % map doesn't yet exist, it will be generated. % % ------------------------------------------------------------------------- ...
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MATLAB
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function ep_localizer_ts(subjID, run) %% Version: November 25, 2015 %__________________________________________________________________________ % % This script will localize theory-of-mind network areas and pain matrix % areas by contrasting activation during stories in which characters are % suffering from emotional p...
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MATLAB
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function ep_localizer(subjID, run) %% Version: November 25, 2015 %__________________________________________________________________________ % % This script will localize theory-of-mind network areas and pain matrix % areas by contrasting activation during stories in which characters are % suffering from emotional pain...
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MATLAB
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function [] = mc_undist_wouter_dante3(edir,fileName) dd=dir([edir '*_msk*.nii']); path_mask=[edir dd(1).name]; V_mask=spm_vol(path_mask); mask=spm_read_vols(V_mask); mask=smooth3(mask,'gauss',7); mask=(mask>0.1*max(mask(:))); % % pos=strfind(path_mask,'_'); dd2=dir([edir fileName]); path_epi=[edir dd2(1).nam...
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MATLAB
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function [micromed_markers] = synchronize_micromed_neuralynx(cfg) fname_output = fullfile(cfg.datasavedir,'markers_sync_stim.mat'); if exist(fname_output,'file') && cfg.force == false load(fname_output,'micromed_markers'); else feature('DefaultCharacterSet', 'UTF8') %# for all Character support, or 'CP1252' ...
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MATLAB
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function [lfps, fs, trial_type, trial_index_extracted, class] = load_lfps(data_directory, command_line, trial_file, time_interval, alpha_plex, electrode, pass_band, remove_mean) % LOAD LFPS: Load lfp data for each trial. % class output added by JK 2020-12-25 % % Input: % data_directory = the data directory wher...
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MATLAB
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function plot_patterns_multilevel_examples2(cfg) cfg.plot.reref = ft_getopt(cfg.plot, 'reref', 'no'); cfg.plot.refmethod = ft_getopt(cfg.plot, 'refmethod', 'bipolar'); cfg.plot.postfix = ft_getopt(cfg.plot, 'postfix', []); cfg.spike.name = cfg.plot.name; cfg.LFP.name = cfg.plot.name; cfg.TFR.name ...
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MATLAB
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%% Import data from text file pupilRecorded = 0; % Enter 1 to plot and 0 to skip plotting txtfileFullName = ['.txt']; % Enter text file location fileFullName = ['.mat']; % Enter Matlab file location encoderLocation = ['_encData']; % Enter location of folder containing trial files OutputSaveLocation = ['\dataStruct.ma...
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MATLAB
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function [] = fig_SAP(results_folder, results_to_plot, biom_1, biom_2, biom_set_folder, cat_disp,label, plotname,p,h,p_3d, h_3d,lme, coloc) no_ctrl_bar = 0; AB = 1; if ~isempty(results_to_plot) if ~all(isnan(results_to_plot(:,1:2)), 'all') close_figs = 0; ns = 1; rem_outliers = 0; ...
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MATLAB
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function [status,p]=nt_index(name,p,forceUpdate) %[status,p]=nt_index(name,p,forceUpdate) - index data files & directories % % status: 1: needed indexing, 0: didn't, -1: failed % p: parameter structure % % name: name(s) of file(s) or directory to index % p: parameters % forceUpdate: if true force indexing [default...
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MATLAB
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function [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on a Fieldtrip raw spike % structure and on timings defined by Muse Markers. % Trials separated between ...
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MATLAB
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function [MuseStruct, Tindx_unique, LFP_avg] = detectTemplate(cfg, MuseStruct, template, force) % DETECTEMPLATE detect templates using normalized crosscorrelation. % Compares templates, and writes markers of most fitting template to Muse % event file. % % use as % [MuseStruct, C_norm, Tindx_unique, LFP_avg] = detec...
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MATLAB
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function [] = mc_undist_wouter_dante3(edir,fileName) dd=dir([edir '*_msk*.nii']); path_mask=[edir dd(1).name]; V_mask=spm_vol(path_mask); mask=spm_read_vols(V_mask); mask=smooth3(mask,'gauss',7); mask=(mask>0.1*max(mask(:))); % add black lign with 1 to fit the correct matrix size if size(mask,1)>size(mask,2) ...
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MATLAB
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function [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on a Fieldtrip raw spike % structure and on timings defined by Muse Markers. % Trials separated between ...
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MATLAB
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%% DTI-based structural connectivity: LME + cognition + plots % This script: % 1) Loads subject-wise DTI network matrices (14x14) for patients & controls at T0/T1 % 2) Extracts upper-triangle edges (91 edges) % 3) Runs linear mixed-effects models: % Var1 ~ Age + Sex + Group*Time + (1|ID) % 4) Optional...
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MATLAB
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% Code to analyze single-molecule diffusion of PIEZO proteins from Abberior Instruments 3D MINFLUX localizations % Data is acquired using a 3D tracking targeting sequence % Written by Eric Mulhall % Instructions: % First, export valid final localizations from the MINFLUX Imspector interface as .mat files % Impor...
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MATLAB
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%Scripts for re-creating Figs 1-5 of manuscript % Simulations for sustained stimulus; transient stimulus are in another script %Each script recreates figures in manuscript; data saved %common functions near bottom of page. %**NOTE: highlight segment you wish to run and push "Run Selection" in Editor tab; if you push...
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MATLAB
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function W = constructW(fea,options) % Usage: % W = constructW(fea,options) % % fea: Rows of vectors of data points. Each row is x_i % options: Struct value in Matlab. The fields in options that can be set: % % NeighborMode - Indicates how to construct the graph. Choices % ...
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MATLAB
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function [savedFileName] = save_nii_wrapper( niiData, fileName, datatype ) %SAVE_NII_WRAPPER Same as save_nii, but with following added features: % - Returns the saved file name with full path % - adds a parameter 'datatype' for changing the NIFTI datatype % - Fixed the min, max field in nifti header % __________...
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MATLAB
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function [dat_micro, dat_macro] = readLFP(cfg,MuseStruct_micro,MuseStruct_macro,force,savedat) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % function [dat_micro, dat_macro] = readLFP(cfg,MuseStruct_micro,MuseStruct_macro,force,savedat) % % Reads data from macro and micro electrodes, ep...
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MATLAB
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function [ savedFileName] = save_untouch_nii_wrapper( niiData, fileName, datatype ) % SAVE_UNTOUCH_NII_WRAPPER Same as save_untouch_nii, but with following % added features: % - Returns the saved file name with full path % - adds a parameter 'datatype' for changing the NIFTI datatype % % ___________________________...
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MATLAB
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function akZoom(handles, mButtons_ZoomPanReset) % allows direct zooming and panning with the mouse in 2D plots. % % Default mouse button functions (can be customized, see below): % Scroll wheel: zoom in/out % Left Mouse Button: select an ROI rectangle to zoom in % Middle Mouse Button: pan view % Right...
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MATLAB
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%% main script to analyze rate remapping % discrimination sessions 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:\Groupi...
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MATLAB
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function [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on a Fieldtrip raw spike % structure and on timings defined by Muse Markers. % Trials separated between ...
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MATLAB
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function [savedFileName] = save_nii_wrapper( niiData, fileName, datatype ) %SAVE_NII_WRAPPER Same as save_nii, but with following added features: % - Returns the saved file name with full path % - adds a parameter 'datatype' for changing the NIFTI datatype % - Fixed the min, max field in nifti header % __________...
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MATLAB
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function [] = fig_VMstim(results_folder, results_to_plot, biom_1, biom_2, cat_disp,label, plotname,p,padj,h,coloc, allData, lme) %% setup close_figs = 0; AB=0; norm_to_zero = 1; no_carrier = 0; rem_outliers = 0; box_plot = 0; mixed_barplot = 1; no_ctrl_bar = 0; % only for mixed model estim_means = 1; norm_perc = 1; i...
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MATLAB
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function findPattern(cfg, dat_micro, dat_macro, force) fname = fullfile(cfg.datasavedir,[cfg.prefix,'patterns_found.mat']); if exist(fname,'file') && force == false fprintf('*******************************\n'); fprintf('** Loading results alignment **\n'); fprintf('*******************************\n\n'); ...
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MATLAB
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function BFP_outfile = func_preproc(BFPPATH,t1,fmri,func_dir,TR,config) % SCRIPT TO PREPROCESS THE FUNCTIONAL SCAN % authors: ajoshi and choisoyo at USC % for more information go to http://brainsuite.org/bfp/ % this script has been modified from www.nitrc.org/projects/fcon_1000 %% set up parameters and directorie...
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MATLAB
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function [] = plot_stats_SAP(results_folder, biom_1, biom_2, biom_set_folder, cat_disp, particles_no_tot, exp_abs_tot, coloc_tot, ratio_tot, pear_tot, MCC_tot, coloc) %% remove nans from raw data % particles_no_tot = remove_nans(particles_no_tot); % exp_abs_tot = remove_nans(exp_abs_tot); % coloc_tot = remove_nans(col...
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MATLAB
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function hIm = imdisp(I, varargin) %IMDISP Display one or more images nicely % % Examples: % imdisp % imdisp(I) % imdisp(I, map) % imdisp(I, lims) % imdisp(I, map, lims) % imdisp(..., param1, value1, param2, value2, ...) % h = imdisp(...) % % This function displays one or more images nicely. ...
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MATLAB
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function [] = realdata_niv() % Script to perform analysis of Niv et al. 2012. % --------------------------------------------------------------------- % Copyright (C) 2024 Simon R. Steinkamp % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General...
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MATLAB
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function findPattern(cfg, dat_in, force) fname = fullfile(cfg.datasavedir,[cfg.prefix,'patterns_found.mat']); if exist(fname,'file') && force == false fprintf('*******************************\n'); fprintf('** Loading results alignment **\n'); fprintf('*******************************\n\n'); load(fullfil...
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MATLAB
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function Enum_EnumWM_CTRL_fMRI(subject, run_group, log_file) %%% version containing only 1 saliency level %%% mean trial length = 12secs % Disable Matlab short-circuit evaluation in Octave do_braindead_shortcircuit_evaluation (0) % Clear Matlab/Octave window: clc; % check for Opengl compatibility, abort otherwise: A...
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MATLAB
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function Enum_EnumWM_CTRL_fMRI(subject, run_group, log_file) %%% version containing only 1 saliency level %%% mean trial length = 12secs % Disable Matlab short-circuit evaluation in Octave do_braindead_shortcircuit_evaluation (0) % Clear Matlab/Octave window: clc; % check for Opengl compatibility, abort otherwise: A...
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MATLAB
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%% ==================== Figure 2 (Locust) ==================== clear all; close all; clc; % Load data load('data2_locust_PN66.mat'); %% Fig2a: Heat Map smooth = 10; nTrace = 5; colorMapON = ColorScheme(1)'; colorMapOFF = ColorScheme(1)'; for oo = 8%1:length(odors) tempData = eval(odors{oo}); ...
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MATLAB
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% USING MIMT TO REPLICATE FX FOUNDRY SCRIPTS & OTHER GIMP STUFF % This is more or less just a demonstration of equivalent methods in MIMT. % That, and i think that it's more helpful to have these processes demonstrated % in the open than it is to have a bunch of inflexible niche-use plugins. % original FXF scripts c...
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MATLAB
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function plotdata_stim(cfg,dat_stim, micromed_markers) % select channels for plotting i50 = 1; i1 = 1; clear dat_50* dat_1* markers_50hz = micromed_markers(micromed_markers.Frequency == 50,:); markers_1hz = micromed_markers(micromed_markers.Frequency == 1,:); dat_50hz = ft_appenddata([],dat_stim{find(micr...
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MATLAB
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function getTrajectory( filename, varargin ) % function getTrajectory( filename, varargin ) % This function reads in a filename of a trajectory file and outputs the % polynomial fit movements for those trials % Flags may be passed to override default values, flags are defined below % and are separated from their v...
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MATLAB
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function [dictionary_end, coef_vals] = learn_dictionary(varargin) % function [dictionary_end] = learn_dictionary(varargin) % % This function learns a dictionary optimal for sparse coding according to % the unsupervised, statistical method from Olshausen & Field 1996: % % for num_iterations % x = argmin ||y-Ax||^2...
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MATLAB
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%% FP_ForcedAlt.m % % Fiber Photometry Analysis - Forced Alternation % % It is recommended that users read through the documentation in full % prior to using this analysis. This applies to each section in the code % % All outputs are accessed through the structure element "FP" in...
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MATLAB
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function extract_beta_modulation() % EXTRACT_BETA_MODULATION % % Computes movement-related beta ERD/ERS and modulation depth from single-trial % Laplacian-filtered EEG using a Morlet wavelet time–frequency analysis. % Outputs single-trial and trial-averaged measures for left, right and frontal % ROIs as .csv tables. % ...
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MATLAB
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function T = Table2(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, 'dat_avg'); ...
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MATLAB
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% Plot_arm_errors_jrr_tyr_delay.m clc; clear; %which_monk = 'tyr'; monk_initial = ' T'; %which_monk = 'jrr'; monk_initial = ' J'; which_monk = 'jrr_tyr'; monk_initial = 's J & T'; %acc_file = sprintf('%s_delay_errors_sac_uni_BT_BA.mat',which_monk); suc_fail_sum_file = sprintf('%s_delay_suc_fails_sac_uni_BT_BA.mat',whi...
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MATLAB
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function [config] = preictal_setparams disp('setting parameters'); if ismac error('Platform not supported') elseif isunix rootpath_analysis = '/network/lustre/iss01/charpier/analyses/vn_preictal'; rootpath_data = '/network/lustre/iss01/epimicro/patients/raw'; os = 'unix'; else...
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MATLAB
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function [] = mc_undist(ddir) %% Read parameters from files fid = fopen('./prod.par','rb'); % catch problems with old par files seq=0; fftscale=1.5e9; TE = 19; TR = 2000; tslc=25; marl= 0; marr= 0; mart= 0; marb= 0; marct= 0; marcb= 0; % sLine=fgets(fid); count=0; while (sLine>-1) sLine=fgets(fid); eq=find...
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MATLAB
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function [ savedFileName ] = save_untouch_nii_gz(niiData, fileName, datatype, workdir) % Saves compressed GNU zip NIfTI-1 files. % WARNING: This function 'silently' overwrites the destination filename. % % niiData: nii structure % fileName: Destination filename, with/without '.nii' or '.nii.gz'. % Use [...
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MATLAB
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function [fileNameTSVGZ,fileNameJSON] = natview_eye_edf2bids(fileNameSET,fileNameEDF,outputDir) %% PURPOSE: This script converts EyeLink EDF files into the BIDS format % % Eye tracking data collected with EyeLink 1000 Plus is saved in % the EDF format. Before conversion to BIDS format, this function...
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MATLAB
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function [stats] = spikeTrialStats(cfg, SpikeTrials, force) % 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 details. % % ...
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MATLAB
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function [final_feature_output, subdiv_index, merged_sz_duration] = spont_evok_plot_func_fig3C(merged_output_array,merged_sz_parameters,seizure_duration_list,directory,subFolders) % On-Demand Seizures Facilitate Rapid Screening of Therapeutics for Epilepsy % Authors: Yuzhang Chen, Brian Litt, Flavia Vitale, Hajime Tak...
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MATLAB
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%% Setting parameters DTX project Paul Baudin function [config] = dtx_patients_lgi1_setparams(config) disp('setting parameters for LGI1 patients'); if ismac error('Platform not supported') elseif isunix rootpath_analysis = '/network/lustre/iss01/charpier/analyses/lgi1/DTX-Patients_LGI1'; rootpath_data...
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MATLAB
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function [MuseStruct_micro_aligned,MuseStruct_macro_aligned] = alignMuseMarkers(cfg, MuseStruct_micro, MuseStruct_macro, force) fname = fullfile(cfg.datasavedir,[cfg.prefix,'MuseStruct_micro_aligned.mat']); if exist(fname,'file') && force == false fprintf('*******************************\n'); fprintf('** Loadi...
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MATLAB
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function [M_world, ref_loc, x_param] = register_files_affine(moving_filename, static_filename, output_filename, opts) % Affine registration inteface for nifti files. This function uses nifti headers information. % % Outputs: % M_world - Estimated 4x4 affine transformation matrix for the registration % ref_loc - C...
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MATLAB
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function [dictionary_end] = learn_dictionary(varargin) % function [dictionary_end] = learn_dictionary(varargin) % % This function learns a dictionary optimal for sparse coding according to % the unsupervised, statistical method from Olshausen & Field 1996: % % for num_iterations % x = argmin ||y-Ax||^2 + lambda*|...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircus_allmarkers3(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 plotMuseMarkers(MuseStruct) %% append markers over files (converted to clocktime) addpath /Users/stephen.whitmarsh/WhitmarshEpilepsy/ addpath /Users/stephen.whitmarsh/fieldtrip/ ft_defaults patient_directory = '/Users/stephen.whitmarsh'; patient_directory = '/Volumes/epimicro/Donnees-analyses/S...
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MATLAB
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function [MuseStruct_micro_aligned,MuseStruct_macro_aligned] = alignMuseMarkers_macro(cfg, MuseStruct_micro, MuseStruct_macro, force) fname = fullfile(cfg.datasavedir,[cfg.prefix,'MuseStruct_micro_aligned.mat']); if exist(fname,'file') && force == false fprintf('*******************************\n'); fprintf('**...
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MATLAB
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function [final_feature_output, subdiv_index, merged_sz_duration] = naiv_ep_plot_func_fig4D(merged_output_array,merged_sz_parameters,seizure_duration_list,directory,subFolders,day_st,day_end) % On-Demand Seizures Facilitate Rapid Screening of Therapeutics for Epilepsy % Authors: Yuzhang Chen, Brian Litt, Flavia Vitale...
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MATLAB
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function exportHypnogram(cfg) % EXPORT_HYPNOGRAM searches through patient directly, finds hypnogram files and % NeuraLynx directories that overlap with hypnogram files, aligns MicroMed % with NeuraLynx data, and writes new Events.mrk files for Muse in all % NeuraLynx directories that contain hypnogram data. % % Use as...
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MATLAB
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function [MuseStruct_micro_aligned,MuseStruct_macro_aligned] = alignMuseMarkers_macro(cfg, MuseStruct_micro, MuseStruct_macro, force) fname = fullfile(cfg.datasavedir,[cfg.prefix,'MuseStruct_micro_aligned.mat']); if exist(fname,'file') && force == false fprintf('*******************************\n'); fprintf('**...
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MATLAB
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function varargout = cpm_prf_review(varargin) % Review a PRF model. If only one timeseries is included, parameter plots % are shown. Otherwise, an 3D parameter map is displayed. If the parameter % map doesn't yet exist, it will be generated. % % ------------------------------------------------------...
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MATLAB
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function [] = mc_undist(ddir) %% Read parameters from files disp('-- using local copy --') fid = fopen('./prod.par','rb'); % catch problems with old par files seq=0; fftscale=1.5e9; TE = 19; TR = 2000; tslc=25; marl= 0; marr= 0; mart= 0; marb= 0; marct= 0; marcb= 0; % sLine=fgets(fid); count=0; while (sLine>-1) ...
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MATLAB
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function [M, x, Ireg] = register_volumes_affine(Imoving, Istatic, mask_moving, mask_static, im_res, opts) % im_res is isotropic voxel resolution in mm. All images are assumed to be (re)sampled on % isotropic grid. See defaultoptions below for all options. % Process inputs & sanity checks defaultoptions = struct(... ...
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MATLAB
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function [stats] = spikeratestatsSleepStage(cfg, SpikeRaw, SpikeTrials, Hypnogram, force) % SPIKERATESTATSEVENTS calculates and plots spike statistics % % use as % spikeratestatsEvents(cfg,SpikeRaw,SpikeTrials,force,varargin) % This file is part of EpiCode, see % http://www.github.com/stephenwhitmarsh/EpiCode for ...
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MATLAB
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function [config] = Figure_templates restoredefaultpath if isunix addpath /network/lustre/iss01/charpier/analyses/stephen.whitmarsh/git/fieldtrip addpath /network/lustre/iss01/charpier/analyses/stephen.whitmarsh/EpiCode/projects/hspike/ addpath /network/lustre/iss01/charpier/analyses/stephen.whitmarsh/EpiC...
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MATLAB
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function [SpikeTrials] = readSpikeTrials(cfg, MuseStruct, SpikeRaw, force) % [SpikeTrials] = readSpikeTrials_MuseMarkers(cfg, MuseStruct, SpikeRaw, force) % Make a Fieldtrip spike trials structure based on a Fieldtrip raw spike % structure and on timings defined by Muse Markers. % Trials separated between 2 files (ie ...
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MATLAB
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function [SpikeRaw, SpikeTrials] = readSpykingCircus_allmarkers(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 f...
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MATLAB
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function export_hypnogram(cfg) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % function export_hypnogram(cfg) % % Searches through patient directly, finds hypnogram files, finds those % NeuraLynx directories that overlap with hypnogram files, aligns MicroMed % with NeuraLynx data, and wri...
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MATLAB
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function [LFP] = readLFP(cfg, MuseStruct, force) % READLFP reads data epoched according to markers from MuseStruct. % Use as % [LFP] = readLFP(cfg, MuseStruct, force) % % Will also mark overlap with hypnogram markers % Optionally downsample to same samplerate if data contains multiple % samplerates to allow combinat...
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MATLAB
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431
function [SpikeRaw, SpikeTrials] = readSpykingCircus_allmarkers(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 f...