sha256
stringlengths
64
64
language
stringclasses
28 values
size
int32
1
491k
lines
int32
1
23.2k
content
stringlengths
1
200k
fe4b4850cf6d10e51536ecf8fce1c526b59aca8a283d18bcf8df667be597001b
MATLAB
2,183
69
function MOEA20_Liley(M,run_number,population_size) % Script runs the Multiobjecitve evolutionary algorithm MOEA20. See paper % for details. % Load data load('Control_EEG_data.mat') data = Control_EEG_data(M,:)-mean(Control_EEG_data(M,:)); data = zscore(data); data = filter_b_f(data, 2, 256,'high',4);% 2 Hz ...
1d819d06bcc485c34efcc78f9f90a6cace3617669c9c03504830f716049141a1
MATLAB
2,185
58
function [nobs, nexp] = pattEvolution(patterns, nt, nafter, nbefore) % PATTEVOLUTION finds the number of transitions between pattern types. % Calculates the number of times in a recording that transitions % from pattern to pattern were observed (NOBS) and the expected number of % transitions (NEXP) if patterns occurred...
f7a957981b478491b34af28533a66019afabde139eca2767f8e71f77518fbdc7
MATLAB
2,187
99
% PURPOSE: resolve user-writable and legacy ERPLAB storage paths % % FORMAT: % % paths = erplab_user_paths function paths = erplab_user_paths paths = struct(); pref_root = prefdir; if isempty(pref_root) pref_root = tempdir; end paths.root = fullfile(pref_root, 'ERPLAB'); if exist(paths.root, 'dir') ~= 7 try...
d85bd1b330345911cedbf702b99133d0470bfd0e5ef636aa81c3fd693516901a
MATLAB
2,191
62
close all; clear all; gt_dir = '/home/zxi/refinenet/datasets/eyth/SegmentationClass/testset'; pred_dir = '/home/zxi/refinenet/cache_data/Multiscale_evaluation_refinenet/eyth_on_eyth'; im_dir = '/home/zxi/refinenet/datasets/eyth/JPEGImages/testset'; dir1 = dir(fullfile(gt_dir)); %remove '.' and '..' from directories d...
401e536e3d6325347f0ea02e9c77e6900c8b1579e930ea1622fad8b0d2e8e8a7
MATLAB
2,196
65
function CreateConfigFile(self) [folders, ~, ~] = fileparts(self.FilePath); split = regexp(folders, '/', 'split'); projectName = split{end}; fileID = fopen(self.FilePath, 'w'); fprintf(fileID,'[Project]\n'); fprintf(fileID,' ProjectName=''%s''\n', projectName); fprintf(fileID,' MultipleCameras=false\n'); fprintf(f...
8d3a03f7fb15d3369febe1cd382a11c300859be19ebef753ea6927ca5d9cc73a
MATLAB
2,197
59
function [rt,response]=sureOld_sureNew_response(Window,filePath,xCenter,yCenter,screenXpixels,screenYpixels,key,image_duration,font_size,instructions) im=imread(filePath); imagetexture=Screen('MakeTexture', Window, im); framerect = RectOfMatrix(im); [s1, s2, ~] = size(im); lengthScreen=min(sc...
0d493a8058dc1d5386f2477e71706dff51ced858c3535ae99e65daa96f5a9a59
MATLAB
2,199
81
function parcellate % % Function to % - Load BOLD data in MNI space % - Load the AAL template % % Origianl code % Joana Cabral % joana.cabral@med.uminho.pt % % Adapted Fran Hancock % fran.hancock@kcl.ac.uk % % November 2021 % % %%%%%%% PROJECT='/Users/HDF/Dropbox/Fran/Academics/PhD/matlab/projects/COBRA_COMPLEXITY_P...
7ac3e063b2194bea5cc1567c8c41999bbd8353c7196ca94ef8789731da69942d
MATLAB
2,202
86
function videoNames = GetVideoNames(self, varargin) inclVideo = true; inclFrames = true; inclFeats = true; inclAnnots = true; if nargin == 2 if strcmpi(varargin{1}, 'videos') inclFrames = false; inclFeats = false; inclAnnots = false; end if strcmpi(varargin{1}, 'frames') in...
f34e60a0bbdc9245fb1b8f4a7c9d8a1e391bb65b4973c58c4466899429a9d650
MATLAB
2,203
44
function [data,cats,dur_tw] = video_lowlevelAudio(videofile,time_window,hop) % This function utilizes MIRtoolbox to extract some predefined low-level % features mainly important for fMRI/eye-tracking analysis % INPUT % videofile = myVideo.mp4 % time_window = temporal length of each time window (in seconds...
c65482c6fea526b4a789507bc3a8fbcfb6cb3f097996eb3972c4c946ef72b91e
MATLAB
2,204
80
%studyPath = '/path/to/study' %Set this to the specific directory your study is. studyPath = '.' %The EEGLAB "study" file. Set this to whatever your study is. %Default here for the EEGLAb "animal study dataset available from: %https://sccn.ucsd.edu/eeglab/download/animal_study.zip studyFilename = 'animal.s...
f2a7788b9a90e99de44cf75fc08eb4bb81e9405b090e423b14bbea7ea5175fda
MATLAB
2,208
66
function SCM_wrapper(fpath,J,n_tasks_per_node,zeta_min,zeta_max,n_zeta,a_max,n_a,f0_min,f0_max,n_f0,f_stim,n_tr,N) %%% Wrapper for computing the rotation number in the sine circle map with %%% and without dithering. Designed to be used on a supercomputer - build %%% using "make.txt", and see example batch file for slu...
dfd39236038444810e6ebcafdef18cb4bd3359aa30e64596f5dd41ec91569026
MATLAB
2,210
72
% part of https://github.com/LudgerS/MRSartifactRemoval % function plotSignalPeakEstimate(specAxisPpm, spectrum, centerEstimate, fwhmEstimate, artifactCenters) close all % display x-ranges fullRange = specAxisPpm([1, end]); zoomBorder = 15; smallRange = [centerEstimate - zoomBorder, centerEstimate + zoom...
31312b92e5a903d60d7b61c7840179b0ba3bdee71fb08dcd7c0dadd00600e2fe
MATLAB
2,211
65
% PURPOSE: subroutine for averager.m % Explore artifact detection fields in EEGLAB.reject (epoch by epoch) % % % FORMAT % % observa = eegartifacts(reject, fields4reject, j) % % INPUTS % % reject - EEG.reject structure % fields4reject - EEG.reject's fields to be explore. e.g....
9c71effe04627a1433030c2840dce96b8cbf96b661ba849a5b0cb1c2917ee07c
MATLAB
2,212
75
function [sel1, sel2] = match_str(a, b); % MATCH_STR looks for matching labels in two listst of strings % and returns the indices into both the 1st and 2nd list of the matches. % They will be ordered according to the first input argument. % % [sel1, sel2] = match_str(strlist1, strlist2) % % The strings can be stored a...
22009b958f8894a60682af0cb1d544460abd135a7fb6d421aefe37b5ef594674
MATLAB
2,213
60
%% Detect EMG activation % This function provides the EMG analysis for detectiong EEG corrupted via % EMG activity. Note that here we considered data from 11 subjects. After % this analysis we dismissed EEG data of subject S13 given the highly % number of EEG trials contaminated by EMG activity [1]. % Refere...
67fcd5792be622c1b16e2935472696fbda418bb9c19fd63f0ed75577fe6e7ed7
MATLAB
2,214
69
function [chan_idx, time_idx] = compute_CC(all_h, nT_data, all_names, all_t) % Based on a h-mask, compute connected components of 1's accounting for % channel topography. % Called in TSL_plot_IO_fit.m % % Inputs % all_h: (n_chan, nT_data) ; % % Outputs % chan_idx: cell containing the channels indices ...
9bbf38b61b6ac265e96de9d4f2b4d2e412198433ab145b8e5aa58a74a8c0b740
MATLAB
2,214
73
function step3c_validation_pairwise_decoding_mne_to_cosmo(bids_dir, toolbox_dir, varargin) %% Function that takes preprocessed MNE data and transforms it to a matlab-cosmo script % Note: this script requires the MNE-matlab & cosmomvpa toolboxes % % @ Lina Teichmann, 2022 % % Usage: % step3c...
7631daf589eeb2e4a4d5e3de5d30cd773a6134c093ac85f2fb049efd5dd83775
MATLAB
2,216
81
function make_temperature_records_csv(file_path) % % Convert weird temp files from TC Central into table with same file name % (but different extension) % % Parameters % -------------- % file_path : str % Directory containing text files with temperature records in the format % saved by the Omega system % ...
bd2d0838e61f9b5c7655535e1bb1ca9a1fd697e43fec558a8c2443b7dbf0c51e
MATLAB
2,217
100
%% tank = 'ZAZU_8'; block = 8; % emap = [17 31 19 29 21 27 23 25 18 32 20 30 22 28 24 26 1 15 3 13 5 11 7 9 2 16 4 14 6 12 8 10]; % win = [0.0 0.05]; % win = [0.06 0.1]; denoise = true; % smooth FRFs scaleall = false; % put all FRFs on the same scale data = TDT2mat(tank,sprintf('Block-%d',block),'type',[2 3],'sil...
8e9c7a12d1403e7526e1344345a3eda7bc0af28e92cdf02fbcffec75e5c23e06
MATLAB
2,220
91
function Id = calc_pi_Idep_mvn(C, varsizes); % calc_pi_Idep_mvn(C, varsizes) % Calculate bivariate PID using Idep approach (James et al. 2017) for % Gaussians (Kay & Ince 2018). % C is the full joint covariance matrix with variables in order % X0 (first predictor), X1 (second predictor), S (target) % varsizes is a len...
c3b8f389c9c30383101e0007a4233b1bec6b846f5d55018f3966707e8ddde58f
MATLAB
2,220
107
%% 7 Take a look at T1s with the pattern 'rm*00.nii' % D = rdir('**\STRUCTURALS\rm*00.nii'); % P = {D.name}'; P = getFiles('**\STRUCTURALS\rmT1_00.nii'); Pt = fullfile(spm('Dir'),'canonical','avg152T1.nii'); Ptpm = fullfile(spm('Dir'),'tpm','TPM.nii'); spm_check_registration(char([{Pt}; {[Ptpm ',1']}; P])); %% zero o...
8d68057572edc5cb1a730b9195c7b887a579310150961fae506934ba786ae5de
MATLAB
2,223
54
function out=driftcorrectionshift(parameters, input) % DRIFTCORRECTIONSHIFT - Perform a manual drift shift on existing drift correct shift % % DRIFTCORRECTBYCORRELATION(PARAMETERS, INPUT) % % PARAMETERS should be a structure with the following entries: % warning_msg (0/1) Should we print the warn...
aec424dfe6ff73799d396c9842fe97737805758a2532079e0e00fd906b2f85d9
MATLAB
2,223
60
function dat = getBehFigData(db,P,behP) P.focusOn = behP.focusOn; %% get pupil part % for each mouse clear dat for k = 1:P.nMice if P.miceweye(k) dattmp = getEyeData(db(k),P); for dd = 1:numel(dattmp) dataA = dattmp(dd).data...
f742a0b99b62f453d249fc34f599c363b97dd7ca603a6a83b45485d3d2328369
MATLAB
2,225
75
function ph = pp_make_phys_struct( epData, t1, t2 ) % % pp_make_phys_struct( epData, t1, t2 ) % Sub-routine called by pp_prepare_format. % % Creates matrix of filtered ephys data. First, filters the entire data % stream from epData. Then extracts a window of data around each trial % onset. % % % K...
d04b49021d4db16c5fd0018c7604df4355fb92f08985a496533728d5bfe847ea
MATLAB
2,226
66
function [lmatrix,complist] = identify_frequency_patches(I,CBF) % This function returns frequency patches given an input image I % that shows frequencies as determined for a cilia carpet. % This function assumes that the noise region is masked by NaN values. % In addition, we require frequency patches to have minimum ...
191a3ae27ac6cd7702cc14440a305e13df6d07983fc710dc39d8930349a91085
MATLAB
2,227
66
function [eda,newfs] = eda_downsample(eda, fs, reqfs) % EDA_DOWNSAMPLE EDA downsample % [edaout newfs] = EDA_DOWNSAMPLE(edain, fs, reqfs) % % Required input arguments: % eda - 1-by-n vector of EDA samples % fs - old samplig frequency (Hz) % reqfs - requested sampling frequency (Hz) % % Ou...
e6039abc7ec96d823f3709d5473c3df1ce4e4d1d19bfcf601c0ad5c8ac9c86b9
MATLAB
2,229
82
function rte = pred2path(P,s,t) %PRED2PATH Convert predecessor indices to shortest paths from 's' to 't'. % rte = pred2path(P,s,t) % P = |s| x n matrix of predecessor indices (from DIJK) % s = FROM node indices % = [] (default), paths from all nodes % t = TO node indices % = [] (default...
0a78cf3c33a5c9ce49be58ef04793267973b13f90ba371b0b9c0f8d08a8b4d94
MATLAB
2,230
69
function [counts,t_inds,x_inds] = histxt(x, varargin) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % histxt - 2D histogram of set of waveforms % % Usage: % [counts,t_inds,x_inds] = histxt(x, varargin) % % Description: % COUNTS = HISTXT(X,D), where X is an M x T matrix returns a D x T %...
81e761fc48378f43bb48681a2af3cb1353be0f7268b6f0066e464173bcec4a3a
MATLAB
2,231
41
% Package GMLM_dmc for dimensionality reduction of neural data. % % References % Kenneth Latimer & David Freeedman (2021). Low-dimensional encoding of % decisions in parietal cortex reflects long-term training history. % bioRxiv % % Copyright (c) 2021 Kenneth Latimer % % This software is distributed unde...
95a1740bed8fc70c86faf6cd318d8d89280c28515197f3811f663a974120349f
MATLAB
2,231
41
function [C, audiovisuoCode, P, ... eventTimes, sp, motSVD, videoTimestampsEphysTime_face, uMotMask, ... pupilarea, pupilcom, blink, videoTimestampsEphysTime_eye] = loadONE(dataPath, expRef) savePath = fullfile(dataPath,expRef); %% % trials audiovisuoCode(1,:) = readNPY(fullfile(saveP...
ebff1acb74a6b990b8acc77bb2e05f10f167909083cde6d8f7daa7e9528b8992
MATLAB
2,233
76
function [dx_values, Nx] = set_up_dx(G) increase_factor = G.increase_factor_x; % Set up adaptive mesh %% Intracellular space dx_valuesI = [G.dx_min*ones(G.num_boundary_layer_dx, 1)]; x = G.num_boundary_layer_dx*G.dx_min + G.dx_min/2; counter = 0; if G.dx_max >= G.dx_min*increase_factor current_dx = G.dx_min*inc...
22b95925db1cb7be1222224c7d295595df4cff4bca79dcca8e9540f83ca27d82
MATLAB
2,236
115
%% tank = 'ZAZU_8'; block = 5; % emap = [17 31 19 29 21 27 23 25 18 32 20 30 22 28 24 26 1 15 3 13 5 11 7 9 2 16 4 14 6 12 8 10]; % win = [-0.025 0.6]; data = TDT2mat(tank,sprintf('Block-%d',block),'type',[2 3],'silent',true); %------------------------------------------------- BuID = data.epocs.BuID.data; uBuID = ...
d576f3a81ffb78be855e55144e72a99285fcf6d9bdf4c5b7b81f3d5644a1534b
MATLAB
2,240
71
% Calculates bivariate van Rossum-Distance using kernels and markage vectors % x_spikes and y_spikes are matrices with the same number of spike trains (rows) % rsd_tc: exponential decay (time scale parameter) % % For a detailed description of the methods please refer to: % % Houghton C, Kreuz T: % On the efficient calc...
45c82a838daf29d142314e94b04e5adc2e2728e4dd0908fcb2c0945d82511590
MATLAB
2,241
92
function [sigma_sim, sigma_sim_include_burnin, sigma_sim_sub] = ... simulate_neuron_var(nNodes, tf, params, plotFlag) % function [sigma_sim, sigma_sim_include_burnin, sigma_sim_sub] = ... % simulate_neuron_var(nNodes, tf, params, plotFlag) % % Generate synthetic neuronal dynamics using Vector Autoregressive Mode...
e787781e79b2a14a82690cd2a2d06df902122144ad36aeded131a5b4603fad84
MATLAB
2,242
76
function LEiDA_for_stats %%%%%%% % % Code to analyze the LEiDA clustering results % Calculates the occupancy of and Lifetimes of Clusters obtained for each K % %%%%%%% PROJECT='/Users/HDF/Dropbox/Fran/Academics/PhD/matlab/projects/COBRA_COMPLEXITY_PHASE/'; Rmax=2; Tmax = 150; TR = 2; for run=1:Rmax switch...
a0102a27c50b82c4db17caf74730cbe132e9a48bdef88583deea04c612a78f3c
MATLAB
2,244
77
function [hubfrag80,hubfragAUC] = get_hub_fragility(hubs,hubprob,proprand) % % get the hub fragility, given hubs and hub probabilities. use function in % tandem with hub_sweep % % INPUTS: % hubs: Nx1 vector of hubs % hubprob: Nxlength(proprand) matrix of hub probabilities % proprand: 1xN vector of ra...
ff6b5f3dc3e31428159f0989bf03b366c6d40bce2cda6552b4cd95e4b966c54f
MATLAB
2,245
75
function [EEG,com]=pop_continuous2epochs(EEG,varargin) com = ''; % this initialization ensure that the function will return something % if the user press the cancel button % display help if not enough arguments % ------------------------------------ if nargin < 1 help pop_continuous2epochs; r...
19d88e9829dde51cb78711241be44db7e276f5ec8889db519af9b6ea529fdc99
MATLAB
2,247
50
function CVE=DecodeCVE_GPU(FR,evt0,reg) % Leave-one out cross-validation error (CVE) Decoder % % Aleksander Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Reports binary classification strength between two outcomes across time % % Input Variables: % FR: Firing rate matrix [time x no. trials] % evt0: Event ...
cab80e7ce9eab73adbd894ee2fdc7d08f8ffa4dc46738f9e44715114c19a4c2b
MATLAB
2,247
93
function ok = write_label(lindex, lxyz, lvals, labelfile, subjid,space) % ok = write_label(lindex, lxzy, lvals, labelfile, <subjid>,<space name>) % % write_label.m % % Original Author: Doug Greve % CVS Revision Info: % $Author: fischl $ % $Date: 2014/10/09 21:51:47 $ % $Revision: 1.6 $ % % Copyright © 2011 T...
ff67b14a839f240ef52e968bd1b7c78fb2d159ad6ebb7fe373d73e2c1a56d730
MATLAB
2,248
67
%% Look at LFP localLFPFolder = '\\zserver\Lab\Share\Celian\audioVisLFP'; clear LFP CSD depthChan timebinsAll for k = 1:P.nMice rawFolder = fileparts(P.fileref.ksDir{k}); [~,recRef] = fileparts(rawFolder); finalLFPFile = fullfile(localLFPFolder,recRef,[recRef, '_lfp_triggered.mat']); load(finalLFPFile...
85b406af006e0404872adeed213f3876e73224e299a8a3b337068a7a33eb505a
MATLAB
2,252
89
function proprio_stim(model, iPace, iMuscle, interpolate) % Run without arguments to select model and parameters via GUI. % iMuscle = 1 for medial, = 2 for lateral addpath('matlab'); if nargin == 0 model = view_run(); iPace = listdlg('ListString', list_pace(), 'SelectionMode', 'single'); iMuscle = select_m...
414930aecfba7404fe3a3167f98c626398b352edfdad610937e01a1942b8642f
MATLAB
2,259
49
function FracCorr=DecodePredErrCrossTemporal(FR,evt0,reg) % CVE decoding on erroroneous behavioural trials % % (c) 2014, Daniel Durstewitz, Dept. Theoretical Neuroscience, CIMH % Mannheim/ Heidelberg University % Edited by Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Input Variables: ...
48334e2a15109f4bde3887d21ad5171d3049f7d581ad2c2a18f9f88fd99dd3d3
MATLAB
2,260
84
% PURPOSE: subroutine for ploterpGUI.m % Creates default Y ticks for ERPLAB's plotting GUI % % FORMAT % % [def miny maxy] = default_amp_ticks(ERP, yrange) % % INPUTS % % ERP - ERPset % yrange - min and max ERP amplitudes % % OUTPUT % % def - tick values to show in Y axis % miny - minimum E...
3f70b2c69e9c7d89bbc33185de4de943e14d63494fc445f233f9a471dd941ec7
MATLAB
2,266
55
function [branches_id] = path2idBranch(path) % PATH2IDBRANCH Convert the path of the branches geometry in branch IDs to % the endo geometry. % % [branches_id] = path2idBranch(path) % % Input: - path: matrix with all the cross-section branches adjacencies % and paths % % Output: - br...
eb2a4090ebe8ac79dd014dae14f5bdee4e4f90af7e8db6ac400cf018da1936f3
MATLAB
2,267
89
function [Problem] = trace_norm_matrix_completion(A, mask, lambda) % This file defines a matrix completion problem with trace (nuclear) norm minimization. % % Inputs: % A Full observation matrix. A.*mask is to be completed. % mask Linear operator to extract existing elements, denoted as P...
fa7c31724dac93cd15a49de72a608a53f9112aea8a93406907fd8ecdff0a4428
MATLAB
2,267
49
function CVE=DecodeCVE(FR,evt0,reg) % Leave-one out cross-validation error (CVE) Decoder % % (c) 2014, Daniel Durstewitz, Dept. Theoretical Neuroscience, CIMH % Mannheim/ Heidelberg University % Edited by Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Reports binary classification strength betw...
b54da6f68f9a7f4ce546336ef3cb76d368181a7c7488459df5400f7bdf87a47c
MATLAB
2,269
85
function irepistruct = irepifit(irepistruct) % irepistruct = irepifit(irepistruct) % Performs LMS fit. % s = irepistruct; % copy into s for easy handling % s = irepitiming(s); Need to do this if fitting seq params % Need to be able to cache so not recomputing every slice % Need this way too for incremental s = irepi...
0b09843be6dfd9ce4a67212a895923987e182fd169f30bcea62bcbc5f494e3dc
MATLAB
2,272
67
function [mappedX, mapping] = dr_pca(X, no_dims) %PCA Perform the PCA algorithm % % [mappedX, mapping] = pca(X, no_dims) % % The function runs PCA on a set of datapoints X. The variable % no_dims sets the number of dimensions of the feature points in the % embedded feature space (no_dims >= 1, default = 2). % For n...
b1e14f248d0ed56f5a505832b9d897c8ae59e903e49ff2bd7947ecc55219e0f8
MATLAB
2,272
78
function SOEA45_Liley(M,run_number,population_size) % Script runs the sinlgeobjecitve evolutionary algorithm SOEA45. See paper % for details. % Load data load('Control_EEG_data.mat') data = Control_EEG_data(M,:)-mean(Control_EEG_data(M,:)); data = zscore(data); data = filter_b_f(data, 2, 256,'high',4);% 2 ...
32ca745e678ce3068f274f07c13d6fbcfec4b596657ce1279abbe6c07f75b131
MATLAB
2,274
65
function [results_group] = GMLMprior_lever(params, results, groupNum, levPrior_setup) if(isempty(params)) results_group = 1; return; end params_group = params.Groups(groupNum); results_group = results.Groups(groupNum); if(numel(params_group.H) ~= 1) error('Incorrect number of hyperparameters') end results...
b4c3f494328c8529da85cadba3bd7b005e2a53721e91b171bc0b6944426b2233
MATLAB
2,278
76
function params=tpreadconfig( tpdirname ) %TPREADCONFIG read twophoton/confocal experiment config file % % % PARAMS. = % params.Main.Total_cycles (total number of cycles) % params.Main.Scanline_period__us_ (scanline period, in us) % params.Main.Dwell_time__us_ (pixel dwell time, in us) % params.Main.Frame_perio...
6f4af914e00240c4ab7b0af85ce14490866c149155ab6934f70bd3a7716e3947
MATLAB
2,279
116
%% tank = 'ZAZU_2'; block = 13; % emap = [17 31 19 29 21 27 23 25 18 32 20 30 22 28 24 26 1 15 3 13 5 11 7 9 2 16 4 14 6 12 8 10]; % win = [-0.025 0.6]; data = TDT2mat(tank,sprintf('Block-%d',block),'type',[2 3],'silent',true); %------------------------------------------------- Rate = data.epocs.Rate.data; fpidx =...
0690f7583b518b214205b0cdf50900be732eb2a6292da8711a70b8a9dc1e6d72
MATLAB
2,280
65
function [results_group] = fixedGaussianPrior(params, results, groupNum, prior_setup) if(isempty(params)) results_group = 1; return; end params_group = params.Groups(groupNum); results_group = results.Groups(groupNum); if(numel(params_group.H) > 1) error('Incorrect number of hyperparameters') end results_...
7251c4e63d7faecde7c1fb736786e399f16e5a8092b70d5b7914d949d6c2e386
MATLAB
2,281
90
function [] = test_group_lasso_cv() clc; clear; close all; %% prepare dataset if 0 data = importdata('diabetes.txt'); b = data.data(:,11); A = data.data(:,1:10); [n,d] = size(A); G = [1 1 2 2 3 3 3 3 3 3]; else % load data data =...
4e16870f8d8e7282c00faa386daaa2339583025566470bfb442c87419a2c9811
MATLAB
2,283
57
function [ DOM ] = AddToColladaVisualScene( DOM, Name, MaterialName, Translation ) %ADDTOCOLLADAVISUALSCENE Summary of this function goes here % Detailed explanation goes here DOMNode = DOM.getDocumentElement; VisLibList = DOMNode.getElementsByTagName('library_visual_scenes'); if(isempty(VisLibList...
5cbc2f8f9140b937b60a163793317df9929f1d052cc8770c016e6a5264602204
MATLAB
2,284
44
% COMPILE compiles the c files and generates mex files. % %Copyright (c) 2000 RICE UNIVERSITY. All rights reserved. %Created by Haitao Guo, Department of ECE, Rice University. % %This software is distributed and licensed to you on a non-exclusive %basis, free-of-charge. Redistribution and use in source and binary...
89c2849cd4d91ec64c38975af3eea7764a0df752d2ca17557fae5c76be22c9fb
MATLAB
2,284
56
function model = select_fibers(model, clusterCenters, minDiamIFibers, minDiamIIFibers, numIaFibers, numIbFibers, numAlphaFibers, numIIFibers, numIIIFibers) % If clusterCenters is empty, assign randomly fibers = model.fibers{model.fascIds == model.motorFasc}; if nargin < 3 minDiamIFibers = 12; minDiamIIFibers ...
fe91b670bf655804a5d7bb9f1efa716dea658833d32245ab3da94af65f668249
MATLAB
2,284
100
function [Problem] = trace_norm_convex_clustering(X, L, W, lambda) % This file defines the TV (Total Variation) problem with L1 norm. % % Inputs: % X data matrix of size dxn. % L difference matrix of size n(n-1)/2 * d. % W similarity matrix for L of size n(n-1)/2 * d. % ...
490cdfaf21a019aa6deb8c02ef26b146cbcbdf58cde909d82b2c10a008702c1c
MATLAB
2,286
61
% Savitzky-Golay smoothing filters % (also called digital smoothing polynomial filters or least-squares smoothing filters) % are typically used to "smooth out" a noisy signal whose frequency span (without noise) is large. % % Author: Javier Lopez-Calderon % Center for Mind and Brain % University of California, Da...
ce40f188b088adaae581f86736e2e529225162d0becb62833e1dfaa9faa65b3f
MATLAB
2,286
73
function [iv, ip] = peak_detect(data, fs) % PEAK_DETECT Automatic peak-valley detection in data. % % Format: % [iv, ip] = PEAK_DETECT(data, fs) % % Required Input arguments: % data - 1-by-n vector of EDA data % fs - sampling rate (Hz) % % Output arguments: % iv - valleys index into eda input...
1a42b4e1722728d2f396d6237f6f5b1194115dd0d5a322b5208ecf8a50245a7a
MATLAB
2,287
67
clc; clear; close all Fig6c=figure(); N_mu=500; %There are \mu independent embedded patterns, 500 simulations (number of simulations) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %R=1 yline(1,'--k','Linewidth',2) hold on %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
8ea4435bd13577f50aaf74e2a61ae7524a546c4df742dc169fb015db33adb442
MATLAB
2,287
84
% PURPOSE: saves or loads the ERPLAB Studio working memory to another location % % FORMAT % % estudioworking_mem_save_load(save_or_load) % % INPUT % % save_or_load - 1 for save; 2 for load % % OUTPUT % % Mat-file .erpm written to disk, or memory structure loaded. % % *** This function is part of ERPLAB StudioT...
e0b1a60cd61f69bca78658e0181a8f1a5fccc69a8f1f35f271a80ddf4308d121
MATLAB
2,289
77
function [k,sigma,ks,w] = gpdfitnew(x) %GPDFITNEW Estimate the paramaters for the Generalized Pareto Distribution % % Description % [K,SIGMA] = GPDFITNEW(X) returns empirical Bayes estimate for the % parameters k (ksi) and sigma of the two-parameter generalized Parato % distribution (GPD) given the data in...
f0f4929a87f22b8f325e6bd1b0e79a4d8e1654b439810d4907bd3de4fae176ac
MATLAB
2,289
82
function joinedStr = strjoin(c, aDelim) %STRJOIN Join cell array of strings into single string % S = STRJOIN(C) constructs the string S by linking each string within % cell array of strings C together with a space. % % S = STRJOIN(C, DELIMITER) constructs S by linking each element of C % with the elements of D...
67ecb4a977e57e18122fed8cb5a530b02fedc5ccb19243617769e761dc999c3d
MATLAB
2,292
37
% This function generate masks for spliting data to train-validation-test sets from each participant. % Each participant perform 6 trials, among them 4 trials have been implemented as the training set, 2 trials for validation and test set. % This train-vali-test spit will be done 3 times so that each trial will be app...
15eb803de6585eacd7a523a624734d116b429e8fe560e7201898a325caab6f5e
MATLAB
2,294
87
function [B,R2] = ridge_run_model(epi_file,X,lambda,mask,throw_away) % Calculate first level ridge regression for given subject % Inputs: % % epi_file = path to subject's preprocessed (and detrended) % epi.nii -file % % X = model design matrix without cons...
7cef83f6e45deb4dac6d89016230623fc96fe8093b4936deaf41793fab464a57
MATLAB
2,297
52
function design = designMatrix_BH(cfg0, phi) % [design] = designMatrix_BH(cfg, phi) % Returns hypothetical channel responses given a presented orientation, cf. Brouwer & Heeger. % % phi Array of length N, where N is the number of trials, that specifies the presented % orientation on each tr...
faf4b9ff5c44c438c9e009797274de27e78d9b02ebaa27a4c462b4163c9f546e
MATLAB
2,299
50
function [tscounts, wfcounts, evcounts, contcounts] = plx_info(filename, fullread) % plx_info(filename, fullread) -- read and display .plx file info % % [tscounts, wfcounts, evcounts, contcounts] = plx_info(filename, fullread) % % INPUT: % filename - if empty string, will use File Open dialog % fullread - i...
f56b5099c2c4a7ab09382dfb3fad74a334fd5aef2ae9db42bc0787534243035e
MATLAB
2,303
83
function plot_thresholds(model, args) arguments model Model args.SavePlot = true end [~, activeSites] = load_active_sites(model.paths); %set(gca, 'XLimMode', 'auto', 'YLimMode', 'auto'); thresh10 = compute_fasc_thresh(model); elecIds = unique([activeSites.elecId]); if args.SavePlot plotDir =...
2488269f6b6f7f8aa86d3e3f0241c0aee4082257ca43411435648c9e9273d4ab
MATLAB
2,305
32
function Params=GetParams() % Returns a structure containing the data paths and general parameters % regarding the analsyis to be conducted. %__________________________________________________________________________ % Copyright (C) 2022 Laboratory for Neuroimaging Research % Written by A. Lutti, 2022. % Labo...
93dd15dd8a4b53a1bd39863a1ef9fdf981da283113b714a726aca5f8474c556c
MATLAB
2,306
63
function [cm,cm_angle,cm_eccen] = make_BensonColormap() % This colormap was made using linspecer: % Beautiful and distinguishable line colors + colormap % version 1.4.0.0 (8.25 KB) by Jonathan C. Lansey % and then made darker/lighter for a cortical surface % and then shuffled to make sure adjacent maps differ in color...
49499b61ff79d390405912b5de50b9d6984d0a732dd3a4b15de77f276a0513ed
MATLAB
2,307
88
function dtvariance_patch(path_list_file,varargin) %% Internal variables fs=filesep; %% Define defaults % Save in BIDS folder, default NO, save_in_BIDS_folder=0; output_folder=[pwd fs 'dtvariance_files']; % string_to_match=['*func' fs '*rest*bold*dtseries.nii*']; %% Read additional arguments, if ...
81097fed0e8c00175535e658b8595010dd4e7f7c029ea818c12d32ef5227cfb1
MATLAB
2,307
63
function [params, precomputedPortion] = scaleWB5(params, spkHistPrior_setup, couplingGroup) % i.i.d non-mean Gaussian over spike history coefficients & constant K = size(params.B,1); K2 = K/2; w_mu_idx = 1; w_sig_idx = 2; H = double(params.H); w_mu = H(w_mu_idx); log_w_sig = H(w_sig_idx); w = double(params.W);...
4477c86e6bee072ea503d8721f96bb0f46c4ed6cc6f6aa9115b28af9dbf20f29
MATLAB
2,310
65
function [B,Bnorm,commsizes,blockpairs] = comm_mat_und(W,ci,omitnan) %COMM_MAT Returns the block matrix of the community structure of a graph W with given membership vector ci % % Inputs W, undirected weighted/binary network. % ci, membership vector % % Outputs: B, block matrix of communi...
4c8e275e05d21961830d6643fa755c35e23cd52414871db97543a12871f43835
MATLAB
2,314
57
function fiberCenters = spread_fibers(fiberCenters, fiberRs, sections, strength, maxCount, thresh) %SPREAD_FIBERS % SECTION is an array of single region polyshapes maxShift = 10; % um for iter = 1:maxCount initialFiberCenters = fiberCenters; cumShift = 0; for indFiber = 1:size(fiberCenters, 1)...
d294e2edf79e6581361551702c78e8d6e72ce2ff62cd642e5391fe1c84d146b3
MATLAB
2,323
67
clc; clear; close all Fig6a=figure(); N_mu=500; %There are \mu independent embedded patterns, 500 simulations (number of simulations) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %R=1 yline(1,'--k','Linewidth',2) hold on %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
afbe7afa46adae61185d1d5cf10549c4bb1cee2d273c9787870bc71eb8372cb8
MATLAB
2,324
93
% TODO: fix descriptions of run_meshrefinement and add notes clear all; close all; clc; %% Input variables % Data folder basePaths = get_base_paths(); dirData = basePaths.data; dirSol = ['D:\FEM_solutions\']; % Model ID modelId = '3_thin'; nerveModel = ['Subject' num2str(modelId)]; %% Elec ID ele...
ed60f9b14f3ff38d10237f8eac1473083cf67d2d4631f85e4de42b05c7e7d16f
MATLAB
2,331
88
function [lp_log_x, dlp_log_x, d2lp_log_x, dlp_log_scale] = halfTPrior(log_x, nu, scale, is_log) % x = exp(log_x) is a standard deviation (or similary exp transformed positive parameters) with distribution half-t distribution of scale and nu degrees of % freedom % %when nu = 1, is half cauchy if(nargin < 3 || isempty(...
b5608d7c4e2253bb29e6ac2ce3efbd9b602f1b896614e21f3c14adc3e7535274
MATLAB
2,333
50
% % Relabel the annotation labels to match the indices of a given (string) list of annotation areas % reAnnotLabels = fsRelabelToAreas(fsAreas, annotColortable, annotVertexLabels) % % fsAreas = a string cell array of the areas to look up % annotColortable = the color table, read in us...
70484feac338bc1785e53dcfa36a979e5c5d107a9677a7381ca8ed7206a9289e
MATLAB
2,337
77
function signalGrid = interpolateDeadElectrodes(signalGrid, deadElectrodes, angleFlag) % Interpolate dead electrodes to be the median value of surrounding nodes. % Input signalGrid can be a 2D matrix with dimension [X Y] or a 3D matrix % with dimension [X Y T], where t gives time. badElectrodes is % an array containing...
b03410f41d0b7b540c1b78e6f0cff93c13debfa3c6014d1e104ff83a7fdef935
MATLAB
2,338
78
function [fstat, pvalue, rss_reduced, rss_full] = ... measure_gc_bivariate(x1, x2, lags, plotFlag, constantFlag) % [fstat, pvalue, rss_reduced, rss_full] = ... % measure_gc_bivariate(x1, x2, lags, plotFlag, constantFlag, fstat_effect) % % Measure granger causality from x2 to x1 % % Input: 1. x1: one-dimensio...
ff59a51c3a43285d72b2a2f918b4f6ba0879208b953073a9c69b4251bca29be0
MATLAB
2,344
78
function [accuracy, distanceMean] = decodeTemplate(UTrain_r, UTest_r, plt) % will decode based on the template obtained on a train set % NB: takes into account the strength of the projection on each pc (ie, % the eigenvalues) % UTrain_r and UTest_r should be nBins * nGroups * nPCs * nRep if nargin < 3 plt = 0; en...
2972c68054202cce05c1b60722d03942f656ee4982230155dd27528d62959e37
MATLAB
2,348
60
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%% MANN-KENDALL TEST ORIGINAL %%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function[H,p_value]=Mann_Kendall(V,alpha) %%%%%%%%%%%%%%%%% %%% Performs original Mann-Kendall test of the null hypothesis of trend %%% absence in the vector V, against the alternative...
e5fc7d41fdd3749753a930fe1fa6aaf5da486887038737daf8a3780d26455944
MATLAB
2,348
74
function b = tpdriftexport(tpdirname, channel, exportfilename, varargin) %TPDRIFTEXPORT - Export a TIFF stack of motion-corrected images from a 2-photon record % % B = TPDRIFTEXPORT(TPDIRNAME, CHANNEL, EXPORTFILENAME, ...) % % Exports a 'TIFF' stack movie of the 2-photon data in TPDIRNAME on % channel CHANNEL. The d...
7ed91b288fd952d7491f8bdb0504ce4b22d77d4e9a267fc6642ddf1964727090
MATLAB
2,349
86
% ALPHA VERSION % PURPOSE: get mean global field power from an ERP % % FORMAT % % MGFP = mgfperp(ERP, selch) % % inputs: % % ERP - ERP structure % selch - array containing included channels % % output: % % MGFP = row array containing MGFP % % Author: Javier Lopez-Calderon % Center fo...
904ac4d5ce98c31f3b9bf8d36b085dc235a5b86535687f83e42d2c00ae08f2cc
MATLAB
2,349
72
% Loads and plots the sequence of correct and error trials from behavioural data and calculates the (Markov-esque) 1st orde transition matrix (sequence probabily matrix) % % Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk %% Preamble: load files clear % start in 'raw' % cd 'C:\Analysis\Ass...
28171cff7e6ebb1196b27c902fccf6b00a0175d0b73531a5a72248556ce9c9f1
MATLAB
2,350
60
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%%% MANN-KENDALL TEST ORIGINAL %%%%%%%%%%%% %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% function[H,p_value,Z]=Mann_Kendall(V,alpha) %%%%%%%%%%%%%%%%% %%% Performs original Mann-Kendall test of the null hypothesis of trend %%% absence in the vector V, against the alternati...
7d3a70664507ae57d967b81746e08c9fafe289335d283840280c9b042ae0b473
MATLAB
2,352
47
function out=driftcorrectionmanual(parameters, input) % DRIFTCORRECTIONSHIFT - Perform a manual drift manual on existing drift correct manual % % DRIFTCORRECTBYCORRELATION(PARAMETERS, INPUT) % % PARAMETERS should be a structure with the following entries: % instruction_msg (0/1) Should we print t...
c7a52f9ca2a89312675e1ce60efb61ebcbf3038aedecfc85e8d69f4a194f36cd
MATLAB
2,352
80
%% clear close all %% Loading & folder management [start_folder] = uigetdir(pwd,'Select the NetworkBurstDetectionFiles folder'); if isempty(strfind(start_folder, 'NetworkBurstDetectionFiles')) f = errordlg('Wrong folder', 'Folder Error'); return end disp(start_folder) cd(start_folder); [StartFolderPath,StartF...
133cf655aff1d4674cf8dee395e2c7eabecd27ba7e69a09499adb91c9d1f5652
MATLAB
2,357
64
function [paramStruct2] = saveSampleToFile(obj, samples_file, paramStruct, sample_idx, scaled_WB, scaled_VT, save_H, saveUnscaled) paramStruct2 = paramStruct; J = numel(paramStruct.Groups); for jj = 1:J if(save_H.Groups(jj).H) samples_file.Data.(sprintf("G%d_H", jj))(:,sample_idx) = paramStruct.Groups...
8cb13bf80456ef420897ef47e9646876da693116647cc93eabc4b39ee3e597b6
MATLAB
2,357
96
function [] = test_lasso_cv() clc; clear; close all; %% prepare dataset n = 1280; d = 100; k = 5; noise_level = 0.01; [A, b, ~, ~, lambda_max] = generate_lasso_data(n, d, k, noise_level); %% set only ONE algorithm % select from {'ADMM-LASSO','FISTA','PG-...
3ee8920537ee9a65d68ce45c4d5176eb9a050e985de0c3bd19121736f142636f
MATLAB
2,358
78
%% %% %% %% %% %% MASTER SCRIPT FOR GENERATING FIGURES %% %% %% %% %% %% %%% % % % % GLOBAL NONLINEAR APPAOCH FOR MAPPING PARAMETERS OF NEURAL MASS MODELS % % ...
77b6ae93447eb1ec001d0537af2ee3d00d09f9b273a8973e96fb19bef5b842f9
MATLAB
2,358
72
function tH = ieeg_RenderGiftiLabels(g,vert_label,cmapInput,roiNames,varargin) % function to render a gifti % % input: % g: gifti file with faces and vertices % vert_label % cmapInput % roiNames % varargin{1}: sulcal_map, can be loaded with read_curv('lh/rh.sulc') % % output: % th: returns trime...
6742d8342112fc04b356789a41c5b8949f4b810634ef5eaea2b9236890adff04
MATLAB
2,359
73
function plot_residuals( spikes, show ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % plot_residuals - plots standard deviation of waveforms for a group of events % % Usage: % plot_residuals( spikes, show ) % % Description: % For the specified spikes, plot the standard deviation of ...
117f4b9ca8dd5f950f5179f6e8276d47872669b073a04bd33b04a56bcbb4857f
MATLAB
2,363
80
function MOEA45_Liley(M,run_number,population_size) % Script runs the Multiobjecitve evolutionary algorithm MOEA45. See paper % for details. % Load data load('Control_EEG_data.mat') data = Control_EEG_data(M,:)-mean(Control_EEG_data(M,:)); data = zscore(data); data = filter_b_f(data, 2, 256,'high',4);% 2 Hz ...
eb2c4ccaedee7e58d9510537e36fd62bb92e23873dddf7470f9b2f2a2357d349
MATLAB
2,364
81
clf figure grid on space=0; alpha=0.88; sd=10; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Sloped surface- Flexion output of MoCap- right foot %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% for i=1:3 % Iterate through various methods Linear Regression for j=3 ah(1)=subplot(1,3,i); data_r=results{j,i}{2}'; % getting data for...
9ab76d864d45242e0bcdd8fd7124bc88a6947b68a339259444744837755ae25b
MATLAB
2,365
69
% DEPRECATED... % % % *** This function is part of ERPLAB Toolbox *** % Author: Javier Lopez-Calderon % Center for Mind and Brain % University of California, Davis, % Davis, CA % 2012 %b8d3721ed219e65100184c6b95db209bb8d3721ed219e65100184c6b95db209b % % ERPLAB Toolbox % Copyright © 2007 The Regents of th...
ee8825ef9d04d68e2b000572f63975cbc41cda525ffea56a38a5ed3209e30355
MATLAB
2,365
60
% function MapMontage (Montage) % % This routine roughly maps the 2-D locations of an EEG montage (down view, % nose on top, circle approximates Fpz-T7-Oz-T8 plane). % % Usage: MapMontage (Montage); % % Input argument: Montage cell structure returned by the CSD toolbox % Ext...
d01aef85715dd3acd8d9bca8a27d8110c5b4fb24c1c35c3fef57a507fee543f9
MATLAB
2,373
89
% PURPOSE: subroutine for ploterpGUI.m % Creates default X ticks for ERPLAB's plotting GUI % % FORMAT % % [def, stepx] = default_time_ticks_studio(ERP, trange) % % INPUTS % % ERP - ERPset (used to determine data type and epoch limits) % trange - [tmin tmax] display window in ms (ERP) or Hz (spectrum) ...
0fa43cc80959a9dc86b39f101038e858eaa8e1ce5631cb59f0456d614f9303ee
MATLAB
2,376
79
% *** This function is part of ERPLAB Toolbox *** % Author: Javier Lopez-Calderon and Guanghui Zhang % Center for Mind and Brain % University of California, Davis, % Davis, CA % 2014 & 2022 %b8d3721ed219e65100184c6b95db209bb8d3721ed219e65100184c6b95db209b % % ERPLAB Toolbox % Copyright © 2007 The Regents of the Univer...