sha256
stringlengths
64
64
language
stringclasses
28 values
size
int32
1
491k
lines
int32
1
23.2k
content
stringlengths
1
200k
a70fe9a279ff49338c51805d6e839abcfc47b9b651b78b86a35fce37658048fe
MATLAB
1,903
53
% Compute <sigma^2> analytically and from numerical simulations % for continuous-time Ornstein-Uhelnback process through a small-world % transition. % % This recreates the plots in Figure 1 of our paper. % %% Linear Sync Toolkit (linsync) % Copyright (C) 2023 Joseph T. Lizier % Distributed under GNU General Public Lice...
67e17da588f1fb0f5814bed4b2e901b578138975b6b4c41e1ff865308fe6d3c3
MATLAB
1,906
66
function out_reduced_interpolation_matrix = zef_kron_reduction( ... in_interpolation_matrix, ... in_schur_complement, ... in_electrode_model, ... in_source_model ... ) % Documentation % % Performs a Kron reduction on a given interpolation matrix G. In % practical terms, this might mean simplifying ...
2c1dbf5e70cdfaf2967714784a21745916987976af02cb6317f6cf5428df3d57
MATLAB
1,913
65
function [xy, q, qdt, q2dt, tau] = robot_data_generator(time_infor, noise_level, dt, properties) % generate time series for training and validation [m1, m2, l1, l2, lc1, lc2, I1, I2] = matsplit(properties); section_len = time_infor.section_len; time_length = time_infor.time_length; % generate noise as the ...
b5efa680c439d933ee966b91c317b7127bd2c818eed36ea3efdbc853a0c4e6dc
MATLAB
1,915
46
%% make all reconstructions for data %set all parameters! % beamformer app needs to be open %choose node to add to %enjoy! allHashes=fieldnames(zef.dataBank.tree); allHashes=allHashes(startsWith(allHashes, 'node_1')); for i=1:length(allHashes) if strcmp(zef.dataBank.tree.(allHashes{i}).type, 'data') ze...
a9296acf5a2ce4e441bbaa19c3638c2b3050bbc33e3ca0ba5ad62a8889651217
MATLAB
1,918
45
% Get location of the toolbox and specify data directory toolbox_path = microstate.functions.toolbox_path ; % location where the toolbox is installed datadir = fullfile(fileparts(toolbox_path),'tutorials','tutorial2_RestingSource_Group') ; % path to folder containing the data addpath(datadir) % add this to the path % ...
25c2ce142ac309365634d33334f385701c6e5414682b47b058744491561c0480
MATLAB
1,921
27
zef_data = zef_system_settings; zef.fieldnames = fieldnames(zef_data); for zef_i = 1:length(zef.fieldnames) zef.(zef.fieldnames{zef_i}) = zef_data.(zef.fieldnames{zef_i}); end set(zef.h_system_settings_table,'CellSelectionCallback',@zef_system_settings_table_selection); zef.ini_cell = readcell([zef.program_path '...
ef0cc0e8844873f11c14f5114c5f154867aca0208d948408c9ac9f0ed566753e
MATLAB
1,921
47
function [time_serie,time_var] = zef_generate_time_sequence(zef) h = zef_waitbar(0,1,['Generate time sequence.']); if nargin == 0 zef = evalin('base','zef'); end %Sample rate as the number of samples per second sampling_freq = eval( 'max(cell2mat(zef.inv_synth_sampling_frequency))'); %The time when peak of pulse oc...
21752d0ba1cd54a6bf51c4d07618a543b575420aa2e15a03cb158f2ee5b13fd8
MATLAB
1,923
51
%Copyright © 2021- Sampsa Pursiainen & GPU-ToRRe-3D Development Team %See: https://github.com/sampsapursiainen/GPU-Torre-3D load([torre_dir '/system_data/signal_configuration.mat']); load([torre_dir '/system_data/mesh_1.mat']); load([torre_dir '/signal_data/simulated_data_1.mat']) system_setting_index = 1; paramete...
a4abb6383f1bd09d089122c306b3aacf258df5a20f564b86c448f49698f2ade7
MATLAB
1,923
69
%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface function [z] = zef_evaluate_topography(zef) h = zef_waitbar(0,1,['Topography.']); sampling_freq = eval('zef.top_sampling_frequency'); high_pass = eval('zef.top_low_cut_frequency'); low_pass = eval('ze...
b3d202a5fcc1f4781f23c183d236f06fcd7e8ccad82d4b5ddf9b15c53433e35b
MATLAB
1,923
67
function obj = stats_mutualinformation(obj,miseq,atpeaks) % Calculate mutual information between microstate sequence and another sequence (2nd input) if nargin < 3 atpeaks = false ; end % Check inputs if isempty(obj.label) error('To calculate microstate mutual information, prop...
f038675805649affffd10ada9dbb3988aa58f1fbb82762fbab3492ca4f9455f3
MATLAB
1,924
44
function [nse_mat] = zef_nse_matrices(nodes,tetra,rho,mu) nse_mat.M = zef_volume_scalar_matrix_FF(nodes,tetra,rho); nse_mat.L_11 = zef_volume_scalar_matrix_GG(nodes,tetra,1,1,mu); nse_mat.L_22 = zef_volume_scalar_matrix_GG(nodes,tetra,2,2,mu); nse_mat.L_33 = zef_volume_scalar_matrix_GG(nodes,tetra,3,3,mu); nse_mat.L_...
66728e121259fde137096b04e64caa20a9e0beb35cc0734ee3d4e6d69b7994e9
MATLAB
1,927
46
function zef = zef_update_compartment_table_data(zef) if nargin == 0 zef = evalin('base','zef'); end zef.compartment_tags = fliplr(zef.compartment_tags); for zef_i = 1 : length(zef.compartment_tags) zef_j = zef_i; zef_init_fields_compartment_table zef_n = 0; for zef_k = 1 : size(zef.paramete...
9dc28540604156093671a363956a8138ce3e294d2af003ef8e1322dbfde33dcc
MATLAB
1,927
76
function [p,Dxy] = tanova(X,Y,modality,Nperm) if nargin < 4 Nperm = 5000 ; end switch modality case 'eeg' X = X-mean(X) ; % re-reference to average Y = Y-mean(Y) ; distfun = @(X,Y) 1-abs( (X./vecnorm(X))' * (Y./vecnorm(Y)) )' ; centfun = @(v1) v1 ; case 'meg' % ...
c6f7209aa0516ad1787865e9f939ee12eab947ff238a6e82aa75273e2303a2fd
MATLAB
1,927
51
function plot_badchannels(params,EEG) etc = {EEG.etc}; if range([EEG.nbchan]) ~= 0 % Check that all recordings have the same number of channels error('Different number of total channels in at least one recording') end nChans = length(EEG(1).urchanlocs); nRec = length(EEG); recmask = cellfun(@(x) isfield(x, 'clean...
d1f2bc3336b057924191796a178534ae4878353b04bb04d82c3f1b47453256f8
MATLAB
1,932
59
function [cluster_centres, dipole_moments, index_vec, GMModel, MahalanobisD] = zef_cluster_reconstruction(zef) n_clusters = zef.GMModel.max_n_clusters; if iscell(zef.reconstruction) rec_vec = zef.reconstruction{zef.GMModel.frame_number}; else rec_vec = zef.reconstruction; end pos_data = zef.source_positions; c...
64773404491681481cbab2e6077e6ca9370dfd33b141dcff77feadec22f99e0e
MATLAB
1,933
66
function V = zef_tetra_volume(nodes, tetrahedra, take_absolute_value) % VOLUME - Calculates a volume V from a given set of finite element nodes, the % corresponding tetrahedra and suitable index matrix. arguments nodes (:,3) double {mustBeNonNan} tetrahedra (:,4) double {mustBeInteger, mustBePositive} take...
0a0b5bb342983937872393af3c3e2f5f4ed140642a2c9372f422205684ea7337
MATLAB
1,936
52
function compartment_settings = zef_bst_compartment_settings(zef_bst,surface_meshes) n_compartments = length(surface_meshes); compartment_settings = [repmat({'Compartment name'}, n_compartments,1), {surface_meshes.Name}',... repmat({'Compartment type'}, n_compartments,1),{surface_meshes.Type}', ... repmat({'R...
2b6b75e6d84a320f1cc5ae7fb4705ae5ae60a82a914a5464c0f9e991c17f73d5
MATLAB
1,938
93
function [x,fval,exitflag] = zef_mosek_linprog(f,A,b,Aeq,beq,lb,ub,options) exitflag = -1; fval = []; x = []; if nargin < 4 Aeq = []; end if nargin < 5 beq = []; end if nargin > 5 if not(isempty(lb)) model.lb = lb; else model.lb = -Inf*ones(size(A,2),1); end end if nargin > 6 if not(isem...
c29a8426bf22652a105fa31804453464418e62da011fc43a72b4bd79eed48c17
MATLAB
1,941
70
%************************************************************************** % % demo.m % % This demo file will load some example EEG data containing a period of % EMG and a blink artefact. It will then use Fully automated and Online % artifact Removal for brain-Computer interfacing (FORCe) to remove these % ...
169fbbadc69fe5e4d5f5a9db90ec2ba90233563f1a4a2eea75540703995020ff
MATLAB
1,948
48
function significant = spectsignificance(tests,alpha) % % From a estiamtion of p-values through the specttest function, % It returns 0 or 1 for each power of coherence value, if the p-value is % below the level of significance 'alpha'. % % INPUTS: % % tests The output of specttest, i.e. a cell % ...
4de3360bb5679eb8f1126734ef8a34bd44e89fd5e395937ea26c03f8b248e017
MATLAB
1,953
59
function tensor_array = zef_dti_tensor_interpolate(reference_points, dti_tensor, scale_value, roi_radius, mode) [nx, ny, nz, ~] = size(dti_tensor); N = size(reference_points, 1); tensor_array = zeros(N, 6); for i = 1:N c = reference_points(i, :); ix = round(c(1)); iy = round(c(...
7a2197c7b45aea73503988267110dc2f521f9b3922e0400a025777f00477254d
MATLAB
1,954
75
function self = initialize(self,L,f_data) % % initialization function % % Initialize recursively updated variables before the computation of % the first time step. % % Inputs: % % - self % % An instance of IASInverter with the method-specific parameters. % % Outputs...
e4b8a2bbc0553ae21fb6d05a1e7bc508eee69c06a01eb63ebba64acbc329ed5e
MATLAB
1,954
50
% tuto1_signal_filter_Process.m % ------------------------------- % Author : Laurent Bonnet (INRIA) % Date : 25 May 2012 % % The function tuto1_signal_filter_Process is called at the clock frequency. % function box_out = tuto1_signal_filter_Process(box_in) % we iterate over the pending chunks on input 2 (STIMU...
093df49d871a34c8cc1b01708f62fe6ffecd38113573d2f0ec50850b983273c1
MATLAB
1,958
57
function [B,E,C] = pcamar_decomp (X,T,options) is_cell_strings = iscell(X) && ischar(X{1}); is_cell_matrices = iscell(X) && ~ischar(X{1}); is_struct = ~is_cell_strings && ~is_cell_matrices && isstruct(X); orders = formorders(options.order,options.orderoffset,options.timelag,options.exptimelag); if is_cell_strings |...
9205701b5711a34d8ded4c19dc827130e0e27e5839317e0d79311192787207b7
MATLAB
1,958
72
hmm = cell(2,1); Gamma = cell(2,1); options = cell(2,1); options_s = cell(2,1); X = randn(2000,2); T = [250 250 250 250 250 250 250 250]; N = length(T); options{1} = struct(); options{1}.K = 2; options{1}.order = 3; options{1}.filter = [1 Inf]; options{1}.Fs = 100; options{1}.inittype = 'random'; options{1}.cyc =1;...
5c1f014e460c321b606dddd9d4434137b50294931cbf61a23fb13ceba9ddc8fd
MATLAB
1,963
57
function [V, V_and, V_or] = zef_GMM_resection_volume(res_zef, FB,D, GMM,GMM_ind) %the GMM-dipole is inside the resection % %the GMM-dipole is outside the resection %% % d=nan(size(points,1),1); % inside_index=zef_tetra_in_compartment(mesh_points, mesh_edges, points); % not_inside=setdiff(1:size(points, 1), inside_ind...
97002cc8b8f64f2eb0397be0623b12dee9d6bcef55ae509dc84a01c5fbdb2c6a
MATLAB
1,966
69
function x = LG_optimization(A,sigma,y,gamma,x,maxiter,estimation_type) %MAP estimate using EM algorithm %L1 norm minimization problem (LASSO): %0.5|1/sigma(Lx-y)\|_2^2+0.5*\sum_i [gamma_i |x_i|] % L : lead field matrix % sigma: noise variance % y: measurements %for gamma->0 we have less sparse solutions... %Output:...
262230292015a2552596c39eec0bb95a77a5d814dc8ec174f39ef22c44bb01a5
MATLAB
1,970
66
function obj = preprocess_filter(obj,flow,fhigh,varargin) % Bandpass or bandstop filter data % check inputs options = microstate.functions.make_options(varargin) ; % default options defaults = {'type','pass' ; % pass or stop 'order',2 ; % 4th order 'demean...
faba35dd306596640e8d3a6c8f1d4e1f039018af07c69e0b3f572b4b4d2329aa
MATLAB
1,970
37
function plot_node_performance_distribution(app) cla(app.node_performance_distribution); app.node_performance_distribution.NextPlot='replacechildren'; num_udf = app.StimulusEditField.Value; node_performance = cell2mat(app.node_performance); num_original_nodes = size(app.params.data,2); node_performance = node_performa...
54930525f80893add85d233f756c0308b2d77f29205dbfd22b0a46d5090183b1
MATLAB
1,972
47
function [gamma, Xi] = hidden_state_inference_mx(B, Pi_0, P, order) %HIDDEN_STATE_INFERENCE using foward-backward propagation % [GAMMA,XI,SCALE] = HIDDEN_STATE_INFERENCE_MX(B, PI_0, P, order) % returns the updated object SELF, together with probabilities % of each state given all previous and future data points, ...
6edf4705b3302a1ab4aa3c7e9fb9813f26e6c3ecada40d60c3930a8940d24d51
MATLAB
1,975
75
% 2020_02s_05 motorlearningtask % % % % clear; clc; isScreenMirrored = true; pause(0.1); Screen('Preference', 'SkipSyncTests', 1 ); % Open up a window on the screen and clear it. whichScreen = max(Screen('Screens',0)); Screen('Resolution', whichScreen, 800,600); PsychImaging('PrepareConfiguration'); PsychImaging('Ad...
ea658b5064dee308c75a89d4992ca8dc2a5fdd88a210af7c74992e98de12faec
MATLAB
1,975
29
%Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface zef.relax_iteration_type = get(zef.h_relax_iteration_type,'value'); zef.relax_preconditioner_type = get(zef.h_relax_preconditioner_type,'value'); zef.relax_db = str2num(get(zef.h_relax_db ,'value')); ...
df39683e4ea5291eb7f61a501e4eeac7270386c4f7fe78ca55a6cb1f7c65008c
MATLAB
1,977
55
function [result,g] = Grad_of_my_GWNBR_likeli(x,u,N,w,G,y,i) % Anotation: % u y N G w i are the global coefficients,x is the parameters to be solved. % w is weighted matrix,u is scRNA features,y is spatial matrix, % N is the spots num,G is the genes num, i is target index, % n is the nums of neighbors of the dest...
4770a5cc457760b63a992937311fbe593826c6221def1a97ed9047ba1ce51141
MATLAB
1,979
58
function [MEA120] = MEA120_lookuptable() %UNTITLED Summary of this function goes here % Detailed explanation goes here clear all clc MEA120 = string(ones(120,2)); letter = 'A':'M'; letter(letter=='I')=[]; count = 1; for i = 1:length(letter) if letter(i) == 'A' | letter(i) == ...
72ce289c97cde298a9ff61f372214438d76737e21fdfd225cb056c448b90ff7c
MATLAB
1,979
51
function cleaned = replaceOutliers( A, outliers ) % out is a logical array identifying outliers to limit search tic sx = size( A, 1 ); sy = size( A, 2 ); % sz = size( A, 3 ); cleaned = A; %zeros( sx, sy, sz, 'uint16'); meanround = zeros(1,size(A,3)); for i = 1 : sx for j = 1 : ...
c709df354be56ad34a6f730ba1df7960ca2b77572bcd1c107b3f1c37ba7044f1
MATLAB
1,979
67
function [post_info, spike_info] = evaluate_posterior( ... data, Model, parm) % evaluate posterior % % [post_info, spike_info] = evaluate_posterior(data, Model, parm) % % --- Estimated spike info for overlap window % post_info.Pspike(ns,n) = P(ns | yk) of n-th overlap window % post_info.twin{n} = time index...
8b69815658fdf7ac556fa1d3303af7c491153b03a039312c3173378665471a40
MATLAB
1,986
88
function [reconstruction, sample_rate, time_step, column_title_vec] = reconstruction_from_edf_fn(path_to_file) % % reconstruction_from_edf_fn % % Reads an EDF or European Data Format file into a reconstruction % compatible with Zeffiro Interface. Supposes that the sampling rate of % each measurement has been constant,...
c42bbf66eb455f96a34c4f74e90076088a13aa9c706eb49b103aab92da4c2d1b
MATLAB
1,990
51
function ROIstats = getROItraces2( imStack, h, fracPenumbra ) % replaces roiStats3D ! % h contains handles for ROI polygons, more crucially the masks!!! % imstack is the raw data stack % fracPenumbra is the fraction of the penumbral signal to subtract, 0.7 imStack = single( imStack ); nROIs = size( h, 2 ); % nu...
36362af5cf2fc3ced60053336a91248e226c2bc8239add0f7de69f1a2fd1e180
MATLAB
1,992
59
function [ax1,ax2] = plotEvents(t, ROIdata, analytes, iFile, iROI, pre, post) % t is a tiledlayout % ROIdata contains dF/F0 traces % analytes contains detected event info % ifile, iroi for choosing trace to display % pre and post are the baseline and duration of the event display dx=mean(diff(ROIdata(iFile).xdata...
c8b28b6fad6dd76ce4285c1dfacd65791d4284d75799de30febb600688e55bf0
MATLAB
1,995
90
% validate if save_rend == 0 start_info.q=0; start_info.qdt=0; start_info.q2dt=0; start_info.tau=0; r_end = zeros(size(res_infor.res_net, 1), 1); end if exist('traj_frequency','var') == 0 if strcmp(traj_type, 'lorenz') == 1 traj_frequency = 100; elseif strcmp(traj_type, 'cirlce') =...
8158b4da0d02aa5aa654be273c697d1bc6b0256153f79cf981d707af83562aff
MATLAB
2,000
56
function perfusion_estimate = zef_nse_calculate_perfusion(nse_field,nodes,tetra,domain_labels,mvd_length) mm_conversion = 0.001; ml_min_conversion = 1e-6/60; hgmm_conversion = 101325/760; mvd_length = 1E6.*mvd_length(:,1); c_ind_1_domain = find(ismember(domain_labels,nse_field.artery_domain_ind)); [v_1_nodes, v_1_te...
9c9043b12e5e1bf09b154cea17c3ecd02c7fe71fa153e9ef8ec2f9ee39985d79
MATLAB
2,001
65
% double check class function check_and_change(varargin) % convert to double the N x T matrices created in Read_fMRI and copied % locally p = inputParser; pathExists = @(x) exist(x,'dir'); addRequired(p,'local_functional_HCP_folder', pathExists); parse(p,varargin{:}); check_resting(p....
810fb76b1780eeb47325ad19317e8196b278aa40b23dc9531098fabc4ae513fd
MATLAB
2,006
56
function [X,opix] = ola(Y,H) % X = ola(Y,H) % Overlap-add columns of Y, offset by H. % There's no windowing (i.e. scaling by a tapered window) in here. % 2010-11-14 Dan Ellis dpwe@ee.columbia.edu [W,nw] = size(Y); % How long should X be in the end? % one complete window, plus another hop's worth of points for ea...
f9bb4f61189ac041a5e49c554d6c50f66cb463841cb00d6b461b559b6f6c1b1d
MATLAB
2,006
53
function zef = zef_update_labeling_priority(zef,update_type,labeling_priority_vec) use_settings = 0; if nargin < 2 update_type = []; end if nargin < 3 labeling_priority_vec = []; use_settings = 1; end n_compartments = length(zef.reuna_mesh_ind); if use_settings item_selected = zef.h_labeling_prior...
52854c72817e00895fc09b3365d2da69b051629bfd67da22a1e7fe572db42f24
MATLAB
2,010
75
function varargout = fftfrequencies(data,fs,flag) %FFTFREQUENCIES Frequencies corresponding to the output of Matlab fft function %--- % function ff = fftfrequencies(data,fs[,'centered']) % function [ff1 ff2] = fftfrequencies(data,fs[,'centered[+shift]']) %--- % utility to get the vector of frequencies for which fft is ...
d13d08be3e653daad3af4b735ab099660ec02ee4f34da13b72f9da056777ee8d
MATLAB
2,010
56
function [Lsamps,Rsamps,dur_real,IACt] = GetOSCORNoiseBand(params) global ChanConfigInfo %This global variable is set by the user at startup, and determines which channel is considered "contra-lateral".... taking into account the recording side, and the connections between channels and ears (i.e., this should be rob...
0ff395580f9ddee52da889dde7d8daba0dfda88822cfc18bc940b1fc493ff451
MATLAB
2,014
49
function hmm = hmmperturb(hmm,epsilon) if nargin<2, epsilon = 1; end S = hmm.train.S==1; regressed = sum(S,1)>0; p = hmm.train.lowrank; K = length(hmm.state); for k = 1:K setstateoptions if p > 0 % pcaHMM for n = 1:size(hmm.state(k).W.S_W,2) Cov = permute(hmm.state(k).W.S_W(n,:,:),[2 3 1])...
aac96789d4e4d3abc9bfd21ea1fd1796cb8682b2a08c17c6982879fe0d137117
MATLAB
2,023
55
function [processed_data] = zef_constant_epoching(f, first_epoch_point, epoch_step, number_of_epochs, start_time, end_time, sampling_frequency) %Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface %This function processes the N-by-M data array f for N ch...
efa548859e2bcb2236c027fc934ccc902ce3a604547a7a99b443c3ac5cd2fa76
MATLAB
2,029
74
function [Path,Xi] = hmmsdecode(Xin,T,hmm,type) % Computes the state time courses or viterbi paths % % INPUTS % Xin: cell with strings referring to the subject files % T: cell of vectors, where each element has the length of each trial per % hmm: the stochastic HMM structure % type: 0, state time courses; 1, viterbi pa...
2797a69cb466a002c88252ddfa7ea22a625c645518d2397e6e9cdbe39858b515
MATLAB
2,039
57
zef.aux_data_1 = cell(0); zef_i = evalin('base','zef.current_sensor_name'); zef_init_sensors_parameter_profile; if ismember(evalin('base',['zef.' zef.current_sensors '_imaging_method_name']),evalin('base',['zef.imaging_method_cell{1}'])) zef.aux_data_2 = { {'X-coordinate','points','1'} {'Y-coord...
deaf1b6b2137b463f6433caadf0601216171b33706fad11dbab9a53c75f81ad0
MATLAB
2,040
91
% [] = XXXX() % % -----------------------------Definition---------------------------------% % % description % % usage : % % -----------------------------Input--------------------------------------% % % XX : description + dimension % % -----------------------------Output-------------------------------------% % % XX : d...
e6233484f22cae9187e1d7c2f2f33d7152f7d3f30b12726435df263713e52ac6
MATLAB
2,041
58
function handleLines = plotGrid3D(handle) %plotTube3D Plots 3D tube with specified color-range and width %Syntax: handle = plotTube3D(vecX,vecY,vecZ,vecR,vecC,intPointsPerRadius) %plot 3D tube %{ vecX = [-1 -0.8 -0.3 -0.1 0.05 0.2 0.4 0.7 0.9 1.0]; vecY = [-0.9 -0.85 -0.2 -0.15 0.1 0.1 0.4 0.7 0.9 1.0]; vecZ =...
dd09c1e287ec26fdb8f49abe3821919cdbeedcea1ec75f88acf78c517ca1f51a
MATLAB
2,042
54
%-------------------------------------------------------------------------------- % phi_estimate.m % % Copyright (C) 2024 Takuya Isomura % (RIKEN Center for Brain Science) % % 2024-10-28 %-------------------------------------------------------------------------------- function phi1 = phi_estimate(phi0,o,x,y,d,pos,isL...
a87bcc60ce4349760a57e5878b7022f63f836b5ae6bfd2ce5613875d6cc0aec4
MATLAB
2,043
54
zef = zef_start_dataBank(zef); load data/exported/mesh.mat; mesh.labels = max(mesh.labels) + 1 - mesh.labels; [tetra,domain_labels] = zef_hexa_to_tetra(mesh.elements,mesh.labels); nodes = mesh.nodes; brain_ind = find(domain_labels == 2); save data/converted/tetra_mesh.mat tetra domain_labels nodes brain_ind clear mesh ...
de8d6bf98aed712da165033faef58b3a8f5e54739977bc8c0a606b4367887dc8
MATLAB
2,046
59
%% initialize clear; clc; currentPath = pwd; cd ../temp load('tempFileForAnalysis.mat'); cd(pathBIDS); cd derivatives pathDeriv = pwd; cd(pathDeriv); cd('spm-preproc'); % For saving preprocessed file from SPM pathPrepFile = pwd; prepSubjFolders = dir('sub*'); cd(pathDeriv); cd('behavior'); pathBehav = pwd; load('be...
312f77c2e30d60cf260d7de1eca1c3ef8ef3528951620d733a44cc420c9ccebd
MATLAB
2,048
57
%Copyright © 2021- Sampsa Pursiainen & GPU-ToRRe-3D Development Team %See: https://github.com/sampsapursiainen/GPU-Torre-3D function [data_val_inphase,data_val_quad,amp_val] = qam_demod(wave_val,carrier_cycles_per_pulse_cycle,pulse_length,t_data,varargin) equalize_components = 1; if carrier_cycles_per_pulse_cycle >...
483d23e840146490796e88d3f951a76719b567977c7e4d6c60beff524ad6da7d
MATLAB
2,048
75
% [daqData,headCt] = Fetch( myObj, streamID, start_scan, scan_ct, channel_subset, downsample_ratio ) % % Get MxN matrix of stream data. % M = scan_ct = max samples to fetch. % N = channel count... % If channel_subset is not specified, N = current % SpikeGLX save-channel subset. % Fetchin...
4b6524d36109a315cea955075116eded31586715d07a14796c44d8c2b8a15c94
MATLAB
2,049
59
function zef = zef_update_transform(zef) if nargin == 0 zef = evalin('base','zef'); end zef.aux_field_1 = zef.h_transform_table.Data; zef.aux_field_2 = []; zef.aux_field_3 = []; zef.aux_field_4 = {'transform_name','scaling','x_correction','y_correction','z_correction','xy_rotation','yz_rotation','zx_rotation','af...
ce0b51b81ad012f10845f5a0b3ce515bc4533ffbd2adf96af049eadf2a166778
MATLAB
2,049
60
function approxgrad = getApproxGradient(problem, x, storedb, key) % Computes an approximation of the gradient of the cost function at x. % % function approxgrad = getApproxGradient(problem, x) % function approxgrad = getApproxGradient(problem, x, storedb) % function approxgrad = getApproxGradient(problem, x, storedb, k...
1e69fc9c5c89fa73f7f63ffc4a83e6d0612101f855081b177628f4f5a8d5d67a
MATLAB
2,053
66
function zef_toggle_figure_controls toggle_mode = 'unlocked'; current_figure = gcf; tgb = findobj(get(gcf,'Children'),'Tag','togglecontrolsbutton'); toggle_status = tgb.UserData; if isempty(toggle_status) toggle_status = 1; tgb.UserData = 2; elseif isequal(toggle_status,1) tgb.UserData = 2; elseif isequal(...
e875b286cc8ec22661af97f6789cfcb63611d544118202910aa352c64113268a
MATLAB
2,055
83
function D = computeDistMatrix_AVFC (data,T,options) % % It uses KL-divergence to compute a subject-by-subject distance matrix % of average FC matrices (on fMRI). % % INPUT % data observations; in this case it has to be a cell, each with % the data for one subject % T length of serie...
456b4c92a02a9a2a3795886c777b378f4eb9a74ed05d88937e13c3757796d2cf
MATLAB
2,058
54
function [covmat,corrmat,icovmat] = getFuncConn(hmm,k,verbose) % Get the covariance, correlation and precision matrices for state k, % from the estimated model hmm % If order==0 (Gaussian distribution), these purely represents functional % connectivity % If order>0 (MAR), these refer to the covariance matrix of th...
ef977ee09fec1ba609310664820ecd2cfdf771123a9435683fab82bda116865d
MATLAB
2,059
59
function [matPET,vecWindowC] = doPET(vecTime,vecVals,vecEvents,vecWindow) %doPET Calculates peri-event time-series for variable-rate data, averaging withins bins and interpolating over empty bins %syntax: [matPET,vecWindowC] = doPET(vecTime,vecVals,vecEvents,vecWindow) % input: % - vecTime; timestamps of data in ve...
275662fc2cd7bcd4eac26504964a13376350192d1a290a9ea4da192d26d86a4b
MATLAB
2,060
32
function plot_model_decoding_evaluation(app) v = app.StimulusEM.Value; app.model_decoding_evaluation.NextPlot = 'replacechildren'; app.model_decoding_evaluation.Color=[0.94 0.94 0.94]; performance = app.model_performance.training_performance; if app.ROC_Decoding.Value == 1 plot(app.model_decoding_evaluation,perf...
3057da1253f1be2cddf95f965913c67176d36537d05f18dc5e145c1ac77a49b1
MATLAB
2,060
62
function ord = plot_Gamma (Gamma,T,continuous,order_trials,behaviour,cm) if nargin < 3, continuous = false; end % show it as continuoys data? if nargin < 4, order_trials = false; end % order the trials? if nargin < 5, behaviour = []; end % behaviour with respect to which order the trials if nargin < 6, cm = colormap...
f1d9572040699cd696f80e580765eeaaa139f51a172a9c3e8d7457f320ab8d0c
MATLAB
2,060
55
function [ classifier, model, parm, feature, label ] = ha_time_train( data, parm, model ) % Descriptions for the ha_time_train % + Input % - data: training data % - data.t [1 x Nt]: sampling time vector % - data.y [1 x Nt]: observed Ca response % - data.spike_time [1 x Ns]: ground-truth spik...
2208606060f039bedc58fd1d07ec84d8f09fdd8b47dfe4e3ff63b747df0af806
MATLAB
2,061
34
function [optd]= sw_delta_settings % funtion to call to set delta detection settings % add check for calling local script? optd.detect = 'delta'; % detect slow wave/delta events optd.verbose = 0; % verbose on|off [0|1]; eg: opt.verbose=0; optd.again = 0; % do data filtering, r...
5530e2a554b95357b0e8f1a24d77d2ee86add6a23373376ffb8cfbcf34d76c8d
MATLAB
2,063
71
function treeStruct = zef_cbtreenode_delete_node(nodeObj) %ZEF_CBTREENODE_DELETE_NODE Delete a UITree node and all its children. % % treeStruct = zef_cbtreenode_delete_node(nodeObj) % % nodeObj must be a matlab.ui.container.TreeNode (a selected node). % The function deletes the node (which deletes the entire subtree)...
db4aaf5b0ae8a1f0913f1650b06299017e91ac4548f6fef3e108b15061fdc1e6
MATLAB
2,066
63
%APPEND_PDFS Appends/concatenates multiple PDF files % % Example: % append_pdfs(output, input1, input2, ...) % append_pdfs(output, input_list{:}) % append_pdfs test.pdf temp1.pdf temp2.pdf % % This function appends multiple PDF files to an existing PDF file, or % concatenates them into a PDF file if the output fi...
8cecbbbe41fdcc987c6ce16dbcbbed8a9a93f2fcb959bfe3dc583a88d93f3195
MATLAB
2,067
54
%-------------------------------------------------------------------------------- % mdp_learning.m % % This demo is included in % Canonical neural networks perform active inference % Takuya Isomura, Hideaki Shimazaki, Karl J. Friston % % The MATLAB scripts are available at % https://github.com/takuyaisomura/reverse_en...
60eb1cc52884ec1f4c00ff43243f52f16371d7b205bd8c665e47162b5df49f30
MATLAB
2,069
66
function [gMatVid,imReflection] = ET_ImPrep(gMatVid,gMatFilt,sglReflT,objSE,boolInvertImage) %ET_ImPrep Summary of this function goes here % [gMatVid,imReflection] = ET_ImPrep(gMatVid,gMatFilt,sglReflT,objSE,boolInvertImage) %% prep %global global sETC; %move to GPU and rescale if ~ismatrix(gMatVid) gMat...
a9d0e655afaf0608c6fc32a26079dbff98386b63abda46344c46e0e83506b754
MATLAB
2,069
61
function [] = compute_voxel_based_functional_connectivity(subject,part) % This script is meant to be the continuation of the % extract_voxel_based_BOLD_signal.m script, and its purpose is % to take the BOLD output .mat file and output the subject's voxel-based % functional connectivity matrix as the Pearson's correl...
aa6c800558246cc934476140374208ecacf9b241097d0c551b2b4ce48f67d370
MATLAB
2,076
90
function [A, I, J] = zef_adjacency_matrix(nodes, tetra) % Constructs a sparse square adjacency matrix or stensil A for a given set % of nodes and tetrahedra constructed from them. Also returns the nonzero % indices I and J of A. arguments nodes (:,3) double {mustBeNonNan} tetra (:,4) double {mustBeInteger, mu...
e26176f98a19895c4600f6e664f8168953cb29a2a913f4a2cebd064765b21d5a
MATLAB
2,080
69
%% Parses varargin into the relevant parameters % either based on a structure, filename, or % each parameter supplied individually. % %% Linear Sync Toolkit (linsync) % Copyright (C) 2023 Joseph T. Lizier % Distributed under GNU General Public License v3 if (length(varargin) == 1) % User has provided a parameters ...
d24b94f96bb9af1d8dfc37794bd9903fdacd9d1bcd795c5c19d7bde47918f63e
MATLAB
2,081
68
function state = state_snew(rate,shape,gram,m,covtype,Sind) % does basically the same than updateW and updateOmega, but approximately, % and using the accumulated sufficient statistics state = struct(); state.W = struct(); ndim = size(m,2); npred = size(gram,1); fullcovmat = strcmp(covtype,'full') || strcmp(covtype,'u...
b97d73391567e52af4fb0383ebdcdcc087e5b6b84019e83792101b2442249e52
MATLAB
2,096
54
function [Gamma,D] = checkGammaOverfitting(Gamma,residuals,hmm,T,orders) % Check whether a given timecourse is overfitting to the data by assigning % anticorrelated state timecourses to different conditions. If overfitting % is occuring for a particular label, that label's timecourse is reset to % the global mean value...
f47f613fd80c01d519d5132ed9eb0fcab32fc76f8a03f60c743eb58a5440620b
MATLAB
2,101
51
function zef = zef_init_sensors_name_table(zef) if nargin == 0 zef = evalin('base','zef'); end zef.aux_data_1 = cell(0); zef.aux_data_2 = eval(['zef.' zef.current_sensors '_name_list']); zef.aux_data_3 = eval(['zef.' zef.current_sensors '_points']); for zef_i = length(zef.aux_data_2) + 1 : size(zef.aux_data_3,1) ...
32ad57721325213b120d19fe27873af5132ba8d81ea6eff5a4aaea26ac24c393
MATLAB
2,107
74
loop_indx = 1; ms_after_stimulus = [120]; for frame = [84] frame = num2str(frame); ms = num2str(ms_after_stimulus(loop_indx)); full_address = 'exportImage'; file_name = ['KalmanSL' ms 'ms' 'Auditory']; file_full = fullfile(full_address, file_name); %% zef.h_reconstruction_type.Value = 7; ...
09c75b7242cd62285b450021dc3e6b8a224fcba53078e03ecde3037d75418900
MATLAB
2,115
52
function bsliang_bootstrap_anl() load ..\data\bootstrap % indexs={'slp_nonorm','slp_norm','pse_norm','pse_nonorm'}; indexs={'slp_nonorm','pse_nonorm'}; regions={'Larynx','Tongue'}; conds={'left_clear','right_clear','left_noise','right_noise'}; tasks={'tone_iTBS','tone_cTBS','tone_icTBS','phon_iTBS','phon_cTBS','p...
ab240b101858d15303b306917cc3ad09763471f3e05b84b09ebba25447cc4252
MATLAB
2,124
39
%Copyright © 2018- Joonas Lahtinen, Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface %Script for starting exporting window for GMM. %don't allow to open multiple app window because it cause ether App %Designer or app's functionalities to crash or both of them if isfi...
8dbe2a8d99a3c1bec538ed5b68561232df340c6cc94006ec9791d00b52f817be
MATLAB
2,125
47
% eegplugin_clean_rawdata() - a wrapper to plug-in Christian's clean_artifact() into EEGLAB. . % % Usage: % >> eegplugin_firstPassOutlierTrimmer(fig,try_strings,catch_strings); % % see also: clean_artifacts % Author: Makoto Miyakoshi and Christian Kothe, SCCN,INC,UCSD 2013 % History: % 05/13/2014 ver 0.30 by Chri...
b4708305a8f7740c8e57b2511473f36a4564b0ed92a0785c750335447a538d27
MATLAB
2,126
83
function zef = zef_start(zef) if nargin == 0 zef = evalin('base','zef'); end zef_aux = zef; zef = zef_apply_system_settings(zef); fieldnames_aux = fieldnames(zef_aux); for i = 1 : length(fieldnames_aux) zef.(fieldnames_aux{i}) = zef_aux.(fieldnames_aux{i}); end clear zef_aux fieldnames_aux; if isequal(zef.ze...
6d4f497b6d6cb494470326a2ad7b93bc4c1515fa2a02410bc68ece668aa07e56
MATLAB
2,129
90
function stat = spike_state_statics(tau, data, p) % spike_state_statics for spike window data % stat = spike_state_statics(tau, data) % --- % data.a : spike amplitude % data.b : bias % data.y : y(k,n) % data.Dt : Dt(k,n) = t(k,n) - T(k) % : (# of pattarn) x (# of time sample) x (# of spi...
9e8a99f6684716a353a6132a81f6b710c6a0f14fd0acaa96816a48be67f24457
MATLAB
2,130
96
function dti_streamlines = zef_dti_streamlines(dti_directions,dti_anisotropy,seed_point,roi_radius,n_dir,step_size,max_steps,fa_thresh); if nargin < 4 roi_radius = 15; end if nargin < 5 n_dir = 10000; end if nargin < 6 step_size = 1; end if nargin < 7 max_steps = 1000; end if nargin < 8 fa_thresh = 0.15; end nx =...
460552e7f80956ac6676e1aba6f1d93caf63aaa1aa7d232b4d542bb47df1f3e2
MATLAB
2,132
62
function [vecIdx,vecDur,vecEnergy] = getSustainedPeaks(vecT,vecData,vecSlope,dblCutOffZ) %% get durations intN = numel(vecData); vecPeakDuration = nan(intN-1,1); for i=1:(intN-1) if vecSlope(i) > 0 intPeakEnd = find(vecData(i) > vecData((i+1):end),1); else intPeakEnd = find(vecData(i) < vecData((i+1):end)...
4bee863b07a335b556c5b101697803d541ddb5f0f9a72227c3678f178827c650
MATLAB
2,133
62
function [processed_data] = zef_threshold_epoching(f, threshold_value, number_of_epochs, start_time, end_time, sampling_frequency) %Copyright © 2018- Sampsa Pursiainen & ZI Development Team %See: https://github.com/sampsapursiainen/zeffiro_interface %This function processes the N-by-M data array f for N channels and M ...
c39be70b1561a4f313009255ccd24a9d4a5e3215988dfe3e14d171eda7e2044c
MATLAB
2,136
64
function bsliang_rawplot_conds(IDraw_G,LR_ind) % LR_ind: ±»ÊÔ×óÓÒÄÔ % ¸ù¾ÝÌõ¼þ»­³örawÇúÏßµÄͼ£¨¾ùÖµºÍ±ê×¼Î󣩣¬Ö±¹Û½øÐбȽϣ¬Í¬Ê±Ò²ÊÇΪÁËÑé֤ģÐÍÄâºÏµÄ½á¹û % IDraw_G % step(5)*block(4)*turn(3)*subjs % DATA structure: % turn: L T S % block: % Id_Di BLOCK NAME NUMBER % Id A T_CLEAR_ID ...
38669f516d388ed7e6fd64ffebe9c469abd314508da4efc63a655f0dc7f14d95
MATLAB
2,138
77
% [daqData,headCt] = FastFetch( myObj, streamID, start_scan, scan_ct, channel_subset, downsample_ratio ) % % Get MxN matrix of stream data. % M = scan_ct = max samples to fetch. % N = channel count... % If channel_subset is not specified, N = current % SpikeGLX save-channel subset. % Fet...
4a1736a692d7df1f403f58bb723e124360ca62909c4921ae46318e6ccc9ebf5b
MATLAB
2,139
63
K = length(hmm.state); if exist('Gamma','var') && ~isempty(Gamma) XXGXX = cell(K,1); end if ~exist('B','var') if isfield(hmm.train,'B'), B = hmm.train.B; else B = []; end end if ~exist('V','var') if isfield(hmm.train,'V'), V = hmm.train.V; else V = []; end end if ~exist('XX','var') || (size(...
ad7b3c75b025c4c332fa2d1d5ec61c6387f091fee8d2fa5c2bc742f34a820790
MATLAB
2,142
71
function [W_est Ms crit]=uwedge(M,W_est0) % % Uniformly Weighted Exhaustive Diagonalization using Gauss itEration (U-WEDGE) % % Coded by Petr Tichavsky, March 2008, updated July 2008 % % Please cite % % P. Tichavsky, A. Yeredor and J. Nielsen, % "A Fast Approximate Joint Diagonalization Algorithm % Using a Cr...
72b1e3545b68ece1101af9489300a65afdafc274200bb3b04708d990c58068f8
MATLAB
2,144
61
function erp_chi2_plot(info_chi2,plottype) if nargin<2 plottype = 'chi2vstime' ; end latency = find(~isnan(info_chi2.chi2)) ; info_chi2.time = info_chi2.time(latency) ; info_chi2.chi2 = info_chi2.chi2(latency) ; info_chi2.uncorrected_pvals = info_chi2.uncorrected_pvals(latency) ; info_chi2.pearsonR...
c8d9bc0547e78f41dc13d9e922a804b44ca575e3709ba882b0c73a46c92623ef
MATLAB
2,145
41
%% Result 3 : Long-Range Connections for Balancing Performance and Wiring Cost (Figure 4) %% Changes of classification accuracy and the total connection length during the training (Figure 4b) %% The ratio of LRCs converged to the nonzero value (red curve) with length penalty. (Figure 4d) disp('====================...
fcb2d93008b0e2ac7fc70f5734714da0281a2eccfd0db8b2beb5f4511435b771
MATLAB
2,147
63
function approxhess = getApproxHessian(problem, x, d, storedb, key) % Computes an approximation of the Hessian of the cost fun. at x along d. % % function approxhess = getApproxHessian(problem, x, d) % function approxhess = getApproxHessian(problem, x, d, storedb) % function approxhess = getApproxHessian(problem, x, d,...
7e4a3d6a76efcfd1b867de3915aa9e592b7df07a86527c00cbbd8021c59022cc
MATLAB
2,150
95
function figures_from_folder_without_colorbars(folder, filetypes, resolution) % % figures_from_folder_without_colorbars % % Collects the figures from a given folder, disables their colorbars and saves % them using utilities.figure_without_colorbar_fn. % % Inputs: % % - folder (1,1) string { mustBeFolder } % % The fol...
b925b8885edeb2e6454f5df903eccd013b5185b789378bd4a3c3cacc7c461331
MATLAB
2,156
54
function [Wout, r_end] = func_reservoir_train(data_reservoir, time_infor, input_infor, res_infor, dim_in, dim_out) rng('shuffle'); % train the reservoir computing by given the input and output. xy=data_reservoir.xy; q=data_reservoir.q; qdt=data_reservoir.qdt; q2dt=data_reservoir.q2dt; tau=data_reservoir.tau; ...
0d7a1b7a40f5220a9d5c3de89f482beed1862ccb74819a5a2375b1ec1689e184
MATLAB
2,157
83
function nearest_list = zef_nearest_points( ... points, ... neighbour_points, ... quantity, ... quantity_interpretation ... ) % Documentation % % Find the nearest neighbours either within a single set of points, or % between two point clouds. In the first case, simply pass in the same set % of poin...
14a2cead4df8e2b7dcd8e79f08b2219635f0f91dd0ddcf10837a884423d110e3
MATLAB
2,159
50
function plot_structure_connectivity(app, uval, maxD, meanD, medianD, rmsD, complexityD) %% Max D newcolors = app.newcolors; app.max_degree_structural_learning.ColorOrder = newcolors; app.max_degree_structural_learning.NextPlot = 'replacechildren'; area(app.max_degree_structural_learning, uval, maxD); hold(app.m...
8c4d4efe4d650d28b08f47717516b92d4748eed4f6115dda7da14d2cebd52c13
MATLAB
2,159
82
clearvars -except thepath h; tic % Construct full paths for the input files y_file = fullfile(thepath, 'y.txt'); u_file = fullfile(thepath, 'u.txt'); N_file = fullfile(thepath, 'N.txt'); label_file = fullfile(thepath, 'label.txt'); coord_file = fullfile(thepath, 'coord.txt'); % Import data using the constru...
2180a6add94ac3c577614f848ac73f9ca522415029a3f66f3e419d62924d0bc6
MATLAB
2,163
77
%% initialize clear; clc; pathCurrent = pwd; cd ../temp load('tempFileForAnalysis.mat'); cd(pathBIDS); cd derivatives pathDeriv = pwd; cd(pathDeriv); cd('spm-preproc'); % For saving preprocessed file from SPM pathPrepFile = pwd; prepSubjFolders = dir('sub*'); cd(pathDeriv); mkdir('conn-art'); cd('conn-art'); pathCo...
79d5cd9c3bdf01b08aa0766e465f0cc265a0d99c5c61ee0c9a46bd421b5c7125
MATLAB
2,169
54
function plot_one_udf_all_ens_auc(app) udf = app.StimulusEV.Value; dataset = app.ViewEnsPerfButtonGroup.SelectedObject.Text; newcolors = app.newcolors; num_udf = app.params.num_udf; all_udf = [1:app.params.num_udf]; all_udf = setdiff(all_udf, udf); legend_string = cell(1+num_udf,1); legend_string{1} = app.params.udf...