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47d28f89aaed48736486e597d103ba5358e1272ba87014020d8e494688dcf89f
MATLAB
16,804
481
function boolAddedEpoch = ETC_AddPupilEpoch(hObject,eventdata,strType) %globals global sFigETC; global sETC; %get temporary epoch sEpoch = sFigETC.sEpochTemp; %hTemp=figure; %get modifier boolControlPressed = getAsyncKeyState(VirtualKeyCode.VK_CONTROL); boolAltPressed = getAsyncKeyState(VirtualKeyCode.VK_MENU...
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MATLAB
16,819
527
zef.h_find_synthetic_source_legacy = figure(... 'PaperUnits','inches',... 'Units','normalized',... 'Position',[0.565833333333333 1.10641025641026 0.176388888888889 0.3],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColor'),... 'IntegerHandle','off',... 'Colormap...
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MATLAB
16,841
396
function [h_old,h_new] = vis_artifacts(new,old,varargin) % vis_artifacts(NewEEG,OldEEG,Options...) % Display the artifact rejections done by any of the artifact cleaning functions. % % Keyboard Shortcuts: % [n] : display just the new time series % [o] : display just the old time series % [b] : display both time s...
317c3b114f77b5dcc8bde41606d3735e63e3bbd065435fe515185189352a4b6b
MATLAB
16,908
550
%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [L_eit, bg_data, dof_positions, dof_directions, dof_ind, dof_count] = lead_field_eit_fem( ... zef, ... nodes, ... elements, ... sigma, ... electrodes, ... p_nearest_nei...
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MATLAB
16,908
380
function nse_field = zef_nse_haemodynamic_response_solver(zef, nse_field,nodes,tetra,domain_labels,mvd_length) %Output: %nse_field.bf_capillaries %nse_field.bp_vessels %nse_field.bf_capillary_node_ind %nse_field.bp_vessel_node_ind %Input: %nse_field.artery_domain_ind %nse_field.capillary_domain_ind %nse_field.total_f...
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MATLAB
16,965
360
function detection = bodizs_spindle_detection(C3nrem,O1nrem,C3,fs) % BODIZS Detect sleep spindles using the Bodizs algorithm. % R. Bodizs et al. "The individual adjustment method of sleep spindle % analysis: Methodological improvements and roots in the fingerprint % paradigm", J Neuro Method 178, 2009, pp 205-213 % % F...
1c5b418e2d2abc82f3abb90d1e28ba004713dbe058445c0b52266da9b850dfdc
MATLAB
17,002
398
%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function zef = zef_import_segmentation_legacy(zef, file_name, folder_name) void = []; if nargin == 0 zef = evalin('base','zef'); end if eval('zef.use_display') if nargin < 2 [file_na...
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MATLAB
17,132
368
classdef zef_segmentation_tool_app_exported < matlab.apps.AppBase % Properties that correspond to app components properties (Access = public) h_zeffiro_window_main matlab.ui.Figure h_set_position matlab.ui.control.Button h_segmentation_tool_toggle matlab....
9c9309dddb404c338b564b2f2a75aa143be06ac25db4b16332e355b635fd5479
MATLAB
17,336
466
%open source simulation tool and select the correct source % %check the noise like below and update the values %check max data without noise %max(abs(zef.measurements),[],'all') meg_max=0.0078; %%%%%%%%%%%%%%%%%%%% eeg_max=0.6928; %%%%%%%%%%% % eegnode=zef.dataBank.tree.node_1_1; % megnode=zef.dataBank.tree.node_2...
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MATLAB
17,365
519
%signal_pos=[-16, 56.5, 41.6]; p='p1'; load(strcat(p, '_resectionStuff.mat')); A=alphaShape(res_zef(:,1), res_zef(:,2), res_zef(:,3),3.4); [AF, AP]=alphaTriangulation(A); %% signal_pos=res_zef; alpha = str2num(evalin('base','zef.GMM.parameters.Values{6}'))/100; r = sqrt(chi2inv(alpha,3)); SNR=[-30 -25 -20 -15 -10 ...
b600e22f91ca53f2330309d18ab0767fe9eddddf3d588d62b8107787af907477
MATLAB
17,433
413
function sFile = getEyeTrackerChecker(sFile,strTempPath) %getEyeTrackerChecker Check eye-tracking quality % sFile = getEyeTrackerChecker(sFile,strTempPath) %% globals global sFigETC; global sETC; sFigETC = []; sETC = []; %% find minivid strMiniVidFile = sFile.sPupil.sPupil.strMiniVidFile; strMiniVidPath...
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MATLAB
17,872
393
function [P,VAL,M,Hss_single]=bsliang_CNLRplots_re(data_in,issham,rmnan,is_stat,perDISRIB,data_in_mask) % issham == 1, add sham, iTBS cTBS sham % issham == 0. dont add sham, usually iTBS=iTBS-sham, cTBS=cTBS-sham % is_stat: ÊÇ·ñ½øÐÐͳ¼Æ¼ìÑé P=[]; VAL=[]; M=[]; data=data_in(:,2:end);...
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MATLAB
17,907
431
function pl = boxplot_LT(x,varargin) ; % Boxplot function. By default will plot a boxplot with points next to it % representing each data point. % % BASIC PLOTTING ----------- % Inputs: % - x: Data to be plotted. This can be a column vector of all points, or a % NxM matrix. I...
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MATLAB
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%file_name = 'training_dataset_p1_10dB.mat'; examples.studies.decision_making.zef_parameters_focal_epilepsy; training_data = struct; if not(exist('zef','var')) zef = zeffiro_interface('start_mode','nodisplay','open_project',project_file_name); end zef_start_dataBank; waitbar_counter = 0; h_waitbar = zef_waitbar(...
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MATLAB
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clcl %%% decoding analysis from the paper for file_load=1; % files={''}; %%put _28hz at the end! end limtrials1=10; %limit the number of trials analysed for each stimulus type(control/redundandt/deviant). baseBEGIN=1; baseEND=12; %what you call the baseline BEGINo=14; ENDo=28; %these are the analysis windows. note: ...
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MATLAB
18,418
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function [hmm, Gamma, Xi, vpath, GammaInit, residuals, fehist, feterms, rho] = ... hmmmar (data,T,options) % Main function to train the HMM-MAR model, compute the Viterbi path and, % if requested, obtain the cross-validated sum of prediction quadratic errors. % % INPUT % data observations; either a struct ...
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MATLAB
18,458
565
%signal_pos=[-16, 56.5, 41.6]; p='p1'; load(strcat(p, '_resectionStuff.mat')); A=alphaShape(res_zef(:,1), res_zef(:,2), res_zef(:,3),3.4); [AF, AP]=alphaTriangulation(A); %% signal_pos=res_zef; alpha = str2num(evalin('base','zef.GMM.parameters.Values{6}'))/100; r = sqrt(chi2inv(alpha,3)); SNR=[-30 -25 -20 -15 -10 ...
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MATLAB
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576
%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface if zef.w_on zef.enable_str = 'on'; else zef.enable_str = 'off'; end; set(zef.h_edit9001, 'enable', zef.enable_str); set(zef.h_edit29, 'enable', zef.enable_str); set(zef.h_edit70, 'enable', zef...
ba9fad1e9aef03c90d6b5fb694c4233e66f7e219278a91a72c9c899ea3f4a101
MATLAB
18,581
536
function h1 = zef_mne_tool_export() % This is the machine-generated representation of a Handle Graphics object % and its children. Note that handle values may change when these objects % are re-created. This may cause problems with any callbacks written to % depend on the value of the handle at the time the object was...
b2fb314657f03225bc71ddc8797cdac4396be26e051ca494774e13ecd1c2b41a
MATLAB
18,590
437
function [Pss_single,Pss_compare,Hss_single,Dss_single,Dss_compare]=bsliang_CNLRplots_re(data_in,issham,rmnan,perDISRIB,data_in_mask) % issham == 1, add sham, larynx tongue sham % issham == 0. dont add sham, usually larynx=larynx-sham, tongue=tongue-sham data=data_in(:,2:end); data_mask=data_i...
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MATLAB
18,609
529
function [Ep,Cp,Eh,Ch,F] = variational_laplace(M,U,Y) % Variational Laplace scheme. % % Fits any model to data and returns a posterior density over the % parameters N(Ep,Cp), a posterior density over the hyperparameters % governing the noise N(Eh,Ch), and an approximation of the log model % evi...
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MATLAB
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419
% look at CF trends clear all Analyze_dates = [{'09.16.18'},{'09.20.18'},{'09.21.18'},{'10.01.18'},{'10.12.18'}]; addpath('../../Neuron Analysis Functions') addpath('/media/ravinderjit/Data_Drive/Data/AuditoryNerve/DynBin') Screen_pixelLocs = [1986 1 1855 1001]; %makes figure the size of my second screen at Lyle ... ...
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MATLAB
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551
% Code used in Vidaurre et al. (2018) Nature Communications % % Detailed documentation and further examples can be found in: % https://github.com/OHBA-analysis/HMM-MAR % This pipeline must be adapted to your particular configuration of files. %%%%%%%%%%%%%%%%%%%%%%%%% %% SETUP THE MATLAB PATHS AND FILE NAMES % ...
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MATLAB
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301
function [net, info] = QuickNAT_Train(imdb, netF, inpt, varargin) % some common options trainer = @cnn_train_dag_seg; opts.train.extractStatsFn = @extract_stats_segmentation_Mod; opts.train.batchSize = 4; opts.train.numEpochs = 15; opts.train.continue = true ; opts.train.gpus = [2] ; opts.train.learningRate =...
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MATLAB
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418
% look at CF trends clear all Analyze_dates = [{'09.16.18'},{'09.20.18'},{'09.21.18'},{'10.01.18'},{'10.12.18'}]; %Analyze_dates = [{'09.20.18'},{'09.21.18'},{'10.01.18'},{'10.12.18'}]; fig_loc = '/media/ravinderjit/Data_Drive/Data/Figures/DynBin/Nerve'; addpath('../../Neuron Analysis Functions') addpath('/media/ravi...
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MATLAB
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241
set(groot,'defaultFigureVisible','off') zef_data = zef_menu_tool_app_exported; zef_data.h_zeffiro_menu.Visible = zef.use_display; set(groot,'defaultFigureVisible','on') zef.fieldnames = fieldnames(zef_data); for zef_i = 1:length(zef.fieldnames) zef.(zef.fieldnames{zef_i}) = zef_data.(zef.fieldnames{zef_i}); end s...
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MATLAB
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function sigma_out = zef_nse_sigma(nse_field, nodes, tetra, domain_labels, sigma_in, s_interp_ind, singular_threshold) % % zef_nse_sigma % % Computes conductivities for the different brain compartments or tetrahedra % in the finite element mesh, based on the capillary blood flow in those % compartments. % % NOTE: this ...
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MATLAB
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265
%-------------------------------------------------------------------------------- % fig3.m % % This analysis is included in % Experimental validation of the free-energy principle with in vitro neural networks % Takuya Isomura, Kiyoshi Kotani, Yasuhiko Jimbo, Karl Friston % % Copyright (C) 2022 Takuya Isomura % (RIKEN ...
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MATLAB
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763
function zef = zef_strip_tool_window(zef) h1 = figure(... 'PaperUnits',get(0,'defaultfigurePaperUnits'),... 'Units','normalized',... 'Position',[0.43 0.52 0.35 0.45],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColor'),... 'IntegerHandle','off',... 'Colormap',[0 0 0.5625;0 0 0.625;0 0 0....
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MATLAB
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function opts = trainingOptions2(solverName, varargin) % ====================================================== % dir : C:\Program Files\MATLAB\R2019a\toolbox\nnet\cnn % ====================================================== % trainingOptions Options for training a neural network % % options = trainingOptio...
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MATLAB
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function opts = trainingOptions2(solverName, varargin) % ====================================================== % dir : C:\Program Files\MATLAB\R2019b\toolbox\nnet\cnn % ====================================================== % trainingOptions Options for training a neural network % % options = trainingOpt...
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MATLAB
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function h_waitbar = zef_waitbar(varargin) % % zef_waitbar % % A function that either creates a new Zeffiro Interface waitbar with a % certain title, updates an existing waitbar while keeping the title the same, % or updates a waitbar while also updating the title. % % Inputs: a varargin cell array with either 3 or 4 e...
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MATLAB
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function fcn_hcp_meg_process_rest(hcp_dir, subjList, badChannels, reports_dir) % hcp_meg_process: Script to process Resting-state MEG data from Human % Connectime Project % % Modified from Brainstorm online tutorials: % https://neuroimage.usc.edu/brainstorm/Tutorials/HCP-MEG % % Inputs: % hcp_dir: Directory wit...
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MATLAB
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618
function [Ep,Cp,Eh,F,L,dFdp,dFdpp,Ch] = spm_nlsi_GN(M,U,Y) % Bayesian inversion of nonlinear models - Gauss-Newton/Variational Laplace % FORMAT [Ep,Cp,Eh,F] = spm_nlsi_GN(M,U,Y) % % [Dynamic] MIMO models %__________________________________________________________________________ % M.G - or % M.IS - function name f(P,M...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [L_meg, dipole_locations, dipole_directions] = lead_field_meg_fem( ... zef, ... nodes, ... elements, ... sigma, ... sensors, ... p_nearest_neighbour_inds, ... varar...
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MATLAB
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function plt = plot(obj,param,varargin) % Visualize microstate data and statistics if nargin == 1 param = 'data' ; end % ensure plotting functions are on path mspath = microstate.functions.toolbox_path ; addpath(fullfile(mspath,'+external','brewermap')) switch param...
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MATLAB
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zef.h_find_synthetic_source_ROI = figure(... 'PaperUnits','inches',... 'Units','normalized',... 'Position',[0.565833333333333 1.10641025641026 0.176388888888889 2*0.3],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColor'),... 'IntegerHandle','off',... 'Colormap'...
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MATLAB
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function [FrEn,avLL] = evalfreeenergy(X,T,Gamma,Xi,hmm,residuals,XX,todo) % Computes the Free Energy of an HMM depending on observation model % % INPUT % X observations % T length of series % Gamma probability of states conditioned on data % Xi joint probability of past and future...
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MATLAB
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%function structMP = RunReceptiveFieldMapping %8 seconds per trial %8 trial types (max 64 seconds per rep) %10 repetitions = 11 minutes %80 trials in total %% suppress m-lint warnings & clear all variables except RunExperiment inputs %#ok<*MCCD,*NASGU,*ASGLU,*CTCH> clearvars -except sStimPresets sStimParamsSettings s...
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MATLAB
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function [rip]=sw_detect_ripple(dat,opt) %% ------------------------------------------------------------------------ % [rip,cscx,csc,cts]=sw_detect_ripple(dat,opt) % % Function to detect ripple events in a lfp trace. % % The input signal is an envelope of power (raw signal is zscored -mean removed, % divided b...
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MATLAB
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function zef = zef_nse_tool_window(zef) zef_data = zef_nse_app; zef = zef_nse_tool_init(zef); zef.nse_field.reconstruction_type_list = cell(0); zef.nse_field.reconstruction_type_list{1} = [1 2 3 6 7 8 9 10 11 12 13 14]; zef.nse_field.reconstruction_type_list{2} = [4 5 15 16 17]; zef.nse_field.h_plot_sphere = zef_...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [eit_data_vec] = zef_compute_eit_data(nodes,elements,sigma,electrodes,varargin) N = size(nodes,1); if iscell(elements) tetrahedra = elements{1}; prisms = []; K2 = size(tetrahedra...
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MATLAB
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function bsliang_TMS_main % ÖØ¸´ÑéÖ¤¼ÆË㣺Ö÷³ÌÐò clear all close all addpath('global'); addpath(genpath('D:\ÖØÒª×ÊÁÏ_20190604\²©Ò»ÏÂѧÆÚ\ÄÔµç\˼ӰÄÔµç20200720\siyingEEGT_20200720\6EEGT_day1\toolboxes\eeglab14_1_1b\eeglab14_1_1b')) % ÊäÈëһЩ²ÎÊý£º IDsteps=5; rawIDs...
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MATLAB
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classdef Ising < BCFWObjective % Ising BCFW interface for Ising models. properties (Dependent) % Flat vector interface for the BatchFW routine. The vectorization % format is % x = vertcat(vec(TN'), vec(TE')) = vectorizeNE(TN, TE) x end properties % vector...
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MATLAB
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function varargout = runEyeTracker(varargin) %runEyeTracker Acquire eye-tracking video while performing detection % %This GUI interfaces with SpikeGLX to enable automatic cross-platform %synchronization. It can run online pupil tracking and allows you to %set a reasonable estimate for the parameters requires for a...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface %if zef.h_segmentation_tool_toggle == 1 % zef.size_temp = [zef.segmentation_tool_default_position(1) + 0.505*zef.segmentation_tool_default_position(3), ... % zef.segmentation_tool_default_...
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MATLAB
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h1 = figure(... 'PaperUnits',get(0,'defaultfigurePaperUnits'),... 'Units','normalized',... 'Position',[0.576388888888889 0.375555555555556 0.247222222222222 0.655555555555556],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColor'),... 'CloseRequestFcn',get(0,'defau...
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MATLAB
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function [spin]=sw_detect_spindle(dat,opt) %% ------------------------------------------------------------------------ % [spin,dat,dat,dat.ts]=sw_detect_spindle(dat,opt) % % Function to detect spindle events in a lfp trace. % % The input signal is an envelope of power (raw signal is zscored -mean removed, % div...
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MATLAB
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function [x, cost, info, options] = rlbfgs(problem, x0, options) % Riemannian limited memory BFGS solver for smooth objective functions. % % function [x, cost, info, options] = rlbfgs(problem) % function [x, cost, info, options] = rlbfgs(problem, x0) % function [x, cost, info, options] = rlbfgs(problem, x0, options) %...
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MATLAB
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function state = asr_calibrate(X,srate,cutoff,blocksize,B,A,window_len,window_overlap,max_dropout_fraction,min_clean_fraction) % Calibration function for the Artifact Subspace Reconstruction (ASR) method. % State = asr_calibrate(Data,SamplingRate,Cutoff,BlockSize,FilterB,FilterA,WindowLength,WindowOverlap,MaxDropoutF...
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MATLAB
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function state = asr_calibrate_r(X,srate,cutoff,blocksize,B,A,window_len,window_overlap,max_dropout_fraction,min_clean_fraction) % Calibration function for the Artifact Subspace Reconstruction (ASR) method. % State = asr_calibrate(Data,SamplingRate,Cutoff,BlockSize,FilterB,FilterA,WindowLength,WindowOverlap,MaxDropou...
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MATLAB
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classdef zef_mesh_visualization_tool_app_exported < matlab.apps.AppBase % Properties that correspond to app components properties (Access = public) h_mesh_visualization_tool matlab.ui.Figure h_pushbutton31 matlab.ui.control.Button h_pushbutton20 m...
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MATLAB
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%% testing for lognormal fit % this script fits your data visually to a lognormal distribution, and % gathers statistical parameters that will be used for a statistical % analysis in a different script % for the statisticial analysis, refer to "stat_analysis_lognormal_data" % clear all variables and spaces bef...
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MATLAB
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function nse_field = zef_nse_poisson_dynamic(nse_field,nodes,tetra,domain_labels,mvd_length) h_waitbar = zef_waitbar(0,1,'NSE solver: pressure'); if not(isfield(nse_field,'nse_type')) nse_field.nse_type = 1; end if nse_field.time_integration == 1 n_q_steps = 1; elseif nse_field.time_integration == 2 n_q_...
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MATLAB
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#if defined(OS_MACOS) #pragma clang diagnostic push #pragma clang diagnostic ignored "-Wdeprecated-declarations" #include <CoreFoundation/CFBundle.h> #include <ApplicationServices/ApplicationServices.h> #include <Foundation/NSUserDefaults.h> #include <AppKit/NSScreen.h> #include <CoreFound...
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MATLAB
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classdef cohort %% ------ PROPERTIES ------- properties individual = [] ; % Array of microstate.individual objects representing each individual in the cohort condition (:,1) double {mustBeReal, mustBeFinite} = [] ; % Array of integers labelling the condition corresponding to each individual...
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function [IMAGE,LABEL] = fun_small_multi_num_pos_noise_L8_backNoise_pos(num_train,num_valid,num_test,redim,max_Amp,pos_noise,dist2cen) XTrain = loadMNISTImages('DATASET_ori\MNIST\train-images-idx3-ubyte'); XTest = loadMNISTImages('DATASET_ori\MNIST\t10k-images-idx3-ubyte'); YTrain = loadMNISTLabels('DATASET_ori\...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [L_meg, dipole_locations, dipole_directions] = lead_field_meg_grad_fem( ... zef, ... nodes, ... elements, ... sigma, ... sensors, ... p_nearest_neighbour_inds, ... ...
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MATLAB
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function [S,NlogL,optimInfo]... =AdvGMModeling4Rec(X,weight,k,start,reps, CovType,SharedCov, RegV, options,probtol) %GMCLUSTER Gaussian mixture fit. % S = GMCLUSTER(X,K) fits a K-component Gaussian mixture model to the % data. The fit maximizes the log-likelihood of the data using % Expectation Maximization ...
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MATLAB
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function [options,data] = checkoptions (options,data,T,cv) % Basic checks if nargin<4, cv = 0; end if isempty(strfind(which('pca'),matlabroot)) error(['Function pca() seems to be other than Matlab''s own - you need to rmpath() it. ' ... 'Use ''rmpath(fileparts(which(''pca'')))''']) end if ~isfield(options,...
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MATLAB
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function [delta]=sw_detect_delta(dat,opt) % function to detect delta waves in lfp: % inputs: % - fn0: string argument with filename incl path % eg : fn0='E:\data\xyz.ncs' % - opt: structure array with options: % opt.filetype: filetype of raw data file: % can be: 'ncs' - ...
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MATLAB
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function zef = zef_parcellation_tool_window(zef) h1 = figure(... 'PaperUnits','inches',... 'Units','normalized',... 'Position',[0.544444444444445 1.125 0.251388888888889 0.822222222222222],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColor'),... 'CloseRequestFcn',...
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MATLAB
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function [eout,thresh,gv_45,gh_135,matGrad] = getEdge(varargin) %GETEDGE Find edges in intensity image. % EDGE takes an intensity or a binary image I as its input, and returns a % binary image BW of the same size as I, with 1's where the function % finds edges in I and 0's elsewhere. % % EDGE supports six diffe...
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MATLAB
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function [z,Var_loc] = MUSIC_iteration h = zef_waitbar(0,1,['MUSIC.']); [s_ind_1] = unique(evalin('base','zef.source_interpolation_ind{1}')); n_interp = length(s_ind_1); snr_val = evalin('base','zef.inv_snr'); std_lhood = 10^(-snr_val/20); lambda_L = evalin('base','zef.MUSIC_leadfield_lambda'); sampling_freq = evalin(...
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MATLAB
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function [result] = inverse_SESAME(full_data, leadfield, sourcespace, cfg) % inverse_SESAME samples the posterior distribution of a % multi-dipole Bayesian model and provides an estimate of the number of % dipoles and of the dipole locations and time courses; in addition, it % provides uncertainty quantification in te...
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MATLAB
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clcl for stiminduced_power=1; load erspsV1_control load erspsV1_exp load time1 load basetime1 load basetime2 load basetime0 load time2 load time3 load t_sG1_cnoEEG load f_sG1_cnoEEG t_sG1=t_sG1_cnoEEG; f_sG1=f_sG1_cnoEEG; %the final stats are in a screenshot of an S...
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MATLAB
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classdef zef_menu_tool_app_exported < matlab.apps.AppBase % Properties that correspond to app components properties (Access = public) h_zeffiro_menu matlab.ui.Figure h_menu_project matlab.ui.container.Menu h_menu_new matlab.ui.conta...
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MATLAB
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% v4 trims duration to ~20 minutes, % backwards from treatment time % forwards after treatment delay % production straight to table with all four data sets, hardcoded to _4 % 20260406 updated to export filtfilt in addition to prctfilt and movmin version_suffix = "4v4"; % bumping this is the single point of change f...
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MATLAB
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function [IMAGE,LABEL] = fun_load_sameSmnist_diffPos_posNoise(num_train,num_valid,num_test,redim, pos_noise, max_Amp) XTrain = loadMNISTImages('DATASET_ori\MNIST\train-images-idx3-ubyte'); XTest = loadMNISTImages('DATASET_ori\MNIST\t10k-images-idx3-ubyte'); YTrain = loadMNISTLabels('DATASET_ori\MNIST\train-label...
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MATLAB
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function [Ypk,Xpk,Wpk,Ppk,wxPk] = findpeaksTD(Yin,varargin) %FINDPEAKS Find local peaks in data % PKS = FINDPEAKS(Y) finds local peaks in the data vector Y. A local peak % is defined as a data sample which is either larger than the two % neighboring samples or is equal to Inf. % % [PKS,LOCS] = FINDPEAKS(Y) also...
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MATLAB
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function m = meshLoadGmsh4( fileName ) % % m = meshLoadGmsh4(fileName) % % Load a Gmsh mesh file (binary or ASCII) into a MATLAB % struct called m. This file was copied from % % https://github.com/simnibs/simnibs/blob/master/simnibs/matlab_tools/mesh_load_gmsh4.m % % at 2025-11-17, renamed and updated to support more...
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MATLAB
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function varargout=xhtmlgr(task,varargin) varargout={}; if 0 tic px=pwd; ht=xhtmlgr('copyhtml','s' ,which('formgr.html'),'t',fullfile(px,'summary.html')); xhtmlgr('study','page',ht,'study',px); xhtmlgr('timer','page',ht,'start',datestr(now)); xhtmlgr('show','page',ht); ...
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MATLAB
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function zef = zef_ias_map_estimation_roi_window(zef) h1 = figure(... 'PaperUnits',get(0,'defaultfigurePaperUnits'),... 'Units','normalized',... 'Position',[0.4325 0.333418803418803 0.254166666666667 0.692222222222222],... 'Visible',get(0,'defaultfigureVisible'),... 'Color',get(0,'defaultfigureColo...
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MATLAB
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function nse_field = zef_nse_poisson_dynamic(nse_field,nodes,tetra,domain_labels,mvd_length) h_waitbar = zef_waitbar(0,1,'NSE solver: pressure'); if not(isfield(nse_field,'nse_type')) nse_field.nse_type = 1; end if nse_field.time_integration == 1 n_q_steps = 1; elseif nse_field.time_integration == 2 n_q_...
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MATLAB
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%% Nat Comms Ictogenesis Figure 6 clear load('20230127_PooledData.mat'); %% Process DTW DIST_DIST = [ ... "seizureN_seizureKL" "seizureN_seizure" "seizureN_evolving" "seizureN_flat" "seizureKL_seizure" "seizureKL_seizureKL" "seizure_seizure" "seizureKL_evolving" ...
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MATLAB
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function [z,Var_loc,reconstruction_information] = zef_beamformer(zef) h = zef_waitbar(0,1,['Beamformer.']); [procFile.s_ind_1] = unique(eval('zef.source_interpolation_ind{1}')); n_interp = length(procFile.s_ind_1); snr_val = eval('zef.inv_snr'); std_lhood = 10^(-snr_val/20); lambda_cov = eval('zef.inv_cov_lambda'); la...
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MATLAB
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function [VE1, ME1, HE1, NE1, KO1, NAI1, OO1, S1, X1, ISYN1, VE2, ME2, HE2, NE2, KO2, NAI2, OO2, S2, X2, ISYN2, t, options] = HHWUIS_solver_NCexamples_RK4(options) ve1 = squeeze(options.InitialConditions.VE1(end, :)).'; me1 = squeeze(options.InitialConditions.ME1(end, :)).'; he1 = squeeze(options.Initial...
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MATLAB
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function R = weightedcorrs(Y, w) % % WEIGHTEDCORRS returns a symmetric matrix R of weighted correlation % coefficients calculated from an input T-by-N matrix Y whose rows are % observations and whose columns are variables and an input T-by-1 vector % w of weights for the observations. This function may be a val...
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MATLAB
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%% Nat Comms Ictogenesis Figure S8 clear load('20230127_PooledData.mat'); %% DTW analysis DIST_DIST = [ ... "seizureN_seizureKL" "seizureN_seizure" "seizureN_evolving" "seizureN_flat" "seizureKL_seizure" "seizureKL_seizureKL" "seizure_seizure" "seizureKL_evolving" ...
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MATLAB
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function run(segmentation_output_folder, recon_all_output_folder, kwargs) % % fs2zef.run (segmentation_output_folder, recon_all_output_folder, kwargs) % % Uses the external program FreeSurfer version 8.1.0 to generate a segmentation, % that can then be imported to Zeffiro interface. Optionally, a [FreeSurfer] % reconst...
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MATLAB
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if isequal(zef.h_eit_sensitivity_tool_distribution.Value,zef.h_eit_sensitivity_tool_distribution.Items{1}) %Sigma 1 i%f isequal(questdlg(['Apply: ' zef.h_eit_sensitivity_tool_distribution.Items{1} '?']),'Yes') zef.sigma(zef.brain_ind,1) = 1/4*(zef.eit_sensitivity_tool_data.avg(zef.source_interpolation_ind...
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MATLAB
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function zef = zef_import_segmentation(zef, file_name, folder_name) if nargin == 0 zef = evalin('base','zef'); end domain_label_counter = 0; atlas_on = 0; if nargin < 3 if zef.use_display [file_name, folder_name] = uigetfile({'*.zef;*.mat'},'Segmentation data file and folder',eval('zef.save_file_path'...
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MATLAB
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function varargout = venn (varargin) %VENN Plot 2- or 3- circle area-proportional Venn diagram % % venn(A, I) % venn(Z) % venn(..., F) % venn(..., 'ErrMinMode', MODE) % H = venn(...) % [H, S] = venn(...) % [H, S] = venn(..., 'Plot', 'off') % S = venn(..., 'Plot', 'off') % [...] = venn(..., P1, V1, P2, V2, ....
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MATLAB
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function [trainedNet, info] = trainNetwork2(varargin) % ======================================================== % dir = C:\Program Files\MATLAB\R2019a\toolbox\nnet\cnn % ======================================================== % trainNetwork Train a neural network % % trainedNet = trainNetwork(imds, laye...
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MATLAB
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function [trainedNet, info] = trainNetwork2(varargin) % ======================================================== % dir = C:\Program Files\MATLAB\R2019b\toolbox\nnet\cnn % ======================================================== % trainNetwork Train a neural network % % trainedNet = trainNetwork(imds, laye...
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MATLAB
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clcl rednumber=4; %redundant to analyse. i used 4 for main fig; 4 is the "third" in the sequence limtrials=10; %limit trials in all conditions to this. if 0, it wont do it; for fileload=1; matchy=0; files1={''}; files2={'';};%; end %% do control for makematrices=1; erspsV1=[]; itcsV1=[]; ...
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MATLAB
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function sSynthesis = getPreProSynthesis(sFile,sRP) %% show msg ptrMsg = dialog('Position',[600 400 250 50],'Name','Source synthesis'); ptrText = uicontrol('Parent',ptrMsg,... 'Style','text',... 'Position',[20 00 210 40],... 'FontSize',11,... 'String','Loading clustered data...'); movegui(ptrMsg,'center')...
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MATLAB
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function Fun_SpectralAnalysisTC(Path, Subject, NumberOfFilesPerSubject,... FileNamesForSubjects, NumberOfEpochs, NumberOfSpectrumValues,... SpectraTC, ScoringTC, NumOfTimePoints, TimeBin, Frequencies,... DeltaThetaLimits, NumOfScoringsForSpectra, ScoringMappingForSpectra) %% Written and upda...
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MATLAB
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function [x, cost, info, options] = trustregions(problem, x, options) % Riemannian trust-regions solver for optimization on manifolds. % % function [x, cost, info, options] = trustregions(problem) % function [x, cost, info, options] = trustregions(problem, x0) % function [x, cost, info, options] = trustregions(problem,...
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clcl clear all rednumber=4; % the number redundant to analyse limtrials=10; %liman it trial is in all conditions to this. if 0, dont do it dopowstandardize=0; %this is for standardizing the data for assessing baseline power. it takes time, so only do it when youre going to analyse power. docontrol=0; % 1 = cno only....
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MATLAB
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% xQAregistration: calculate registration-based quality metric (standard-space comparison) % -this procedure evaluates the animal registration quality to standard space % -the [gm]-approach: the gray-matter compartement is warped to standard-space and compared with % the gray matter image of the template (metric...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function zef_plot_volume(varargin) zef = evalin('base','zef'); f_ind = 1; cdata_counter = 1; if isfield(zef,[zef.current_sensors '_get_functions']) zef = zef_fix_sensors_get_functions_array_size(zef...
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MATLAB
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classdef individual %% ------ PROPERTIES ------- properties data double % Number of samples x number of channels (or ROIs) array of MEG/EEG/source/amplitude envelope time courses time (1,:) double {mustBeReal} % 1 x number of samples array containing the time axis sample (1,:) doub...
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MATLAB
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tic, %%%%%%%%%%%%%%%%%%%%%%%%%% Fig.2 %%%%%%%%%%%%%%%%%%%%%%%%%% Vm_p = linspace(-2,2.5,500); k1p = 2.088; k1m = 0.01479; k2p = 0.7648; k2m = 8.54e-05; k3p = 0.2698; k3m = 1.472; k4p = 3.129e-08; k4m = 0.0971; k0d_Nao = 0.4982; k0d_Nai = 5.034; k0d_Ko = 0.6084; k0d_Ki = 0.6787; k0d_Csi = 9.0; kd_...
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MATLAB
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%%% opto clear all for file_load=1; %pre files = {'';};% % % %post files = {'';};% end limtrials1=10; %limit the number of trials analysed for each stimulus type(control/redundandt/deviant). baseBEGIN=1; baseEND=12; %what you call the baseline BEGINo=14; ENDo=28; %these are the analysis window...
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MATLAB
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function [streams,fileheader] = load_xdf(filename,varargin) % Import an XDF file. % [Streams,FileHeader] = load_xdf(Filename, Options...) % % This is a MATLAB importer for multi-stream XDF (Extensible Data Format) recordings. All % information covered by the XDF 1.0 specification is imported, plus any additional meta-...
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MATLAB
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function [rew,raw]=mcdcov(x,varargin); %MCDCOV computes the MCD estimator of a multivariate data set. This % estimator is given by the subset of h observations with smallest covariance % determinant. The MCD location estimate is then the mean of those h points, % and the MCD scatter estimate is their covariance matr...
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% License & disclaimer. % ------------------------------------------------------------------------------ % Copyright 2019 Dumoncel Jean % Modified by Edwin de Jager (2023) % ------------------------------------------------------------------------------ % % IMPORTANT % If you use this program for your publ...
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MATLAB
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%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [void] = zef_plot_meshes(~) zef = evalin('base','zef'); f_ind = 1; cdata_counter = 1; if isfield(zef,[zef.current_sensors '_get_functions']) zef = zef_fix_sensors_get_functions_array_size(z...
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MATLAB
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clcl for file_load=1; files = {''}; %% end %run "forOSI.m" first limtrials1=10; %limit the number of trials analysed for each stimulus type(control/redundandt/deviant). baseBEGIN=1; baseEND=12; %what you call the baseline BEGINo=14; ENDo=28; %these are the analysis windows. note: stimulus starts at 14 and finishes at...