sha256
stringlengths
64
64
language
stringclasses
28 values
size
int32
1
491k
lines
int32
1
23.2k
content
stringlengths
1
200k
4ec9b04a9275138d478acecb5dc211bcf1a0dd0bb3e2dcb8312c6f2561b93862
MATLAB
2,428
66
%%%% create a random network nodes=90; graph=rand(nodes,nodes); %%%%%%% ABSOLUTE THRESHOLD thr=0.5; [binary weighted1]= threshold_abs(graph, thr); %%%%%%% PROPORTIONAL THRESHOLD p=0.2; % keep the 20% of the strongest connections [binary weighted2] = threshold_pro(graph, p); %%%%%%%% MEAN DEGREE ...
d54bdc884b0a481169bd52ad9ff52c17d3dc88ddd08a7640fe723d1818e99135
MATLAB
2,428
91
function s_cap = sradius_of_cap(dim, area) %SRADIUS_OF_CAP Spherical radius of spherical cap of given area % %Syntax % s_cap = sradius_of_cap(dim, area); % %Description % S_CAP = SRADIUS_OF_CAP(dim, AREA) sets S_CAP to be the spherical radius of % an S^dim spherical cap of area AREA. % % The argument dim must be a pos...
e597558970a56c3c8d4a538238d4ebf4491542b700c12c0539c8d1c1e9ea4af7
MATLAB
2,428
75
function [LTouchfromPeg,StdLTouchTiming,RTouchfromPeg,StdRTouchTiming,MeanStdTouch,StdTouchfromPeg]=KolmogorovTouch2 %Kolmogorov-Smirnov % KolmogorovTouch(LpegTouchCell) %ƒ[ƒNƒXƒy[ƒX‚ÉLpegTouchCell‚Ȃǂð’u‚¢‚Ä‚¨‚«AƒRƒ}ƒ“ƒhƒEƒCƒ“ƒhƒE‚©‚ç“®‚©‚·B % TouchfromPeg‚ÍPeg‚©‚ç‚̃^ƒbƒ`‚ÌŽžŠÔA‚»‚ꂼ‚ꍶ‰E‚ł̕½‹Ï % St...
1bccc9d56ee9abf3dd0d290a414bc7e6c60aa9b1a31f56bc3e361ff2ba07ff7d
MATLAB
2,430
90
function [err,f1,f2] = nufft2_err_mm(om, N1, N2, J1, J2, K1, K2, alpha, beta) %function [err,f1,f2] = nufft2_err_mm(om, N1, N2, J1, J2, K1, K2, alpha, beta) % Compute worst-case error for each input frequency for min-max 2D NUFFT. % in: % om [M,2] digital frequency omega in radians % N1,N2 signal length % J1,J2 # of...
6a460480d1e57dc08f4fcc9d11a8029c2d5721e9f013a36cf35c46bb1db26991
MATLAB
2,430
70
function [ acc,ae_dim,weight_cat ] = get_ae_decoding_dim( p,t_pool_av,t_pool_err,n_rep,n_tr,shuffle_control,tone_idx) % - function for decoding ae based on collection of a and e trials % - trials might be expressed in subspaces / nullspaces % - decoding is repeated for multiple iterations, each iterati...
59d4a8d5d715e60d80173886a2e8341c9d2c3af901328dbdc5a74eb0f7b4b40b
MATLAB
2,431
79
% This code is just a front-end to source separation algorithms. % Purpose: % 1) generate synthetic data % 2) call some source separation algorithm % 3) display the results % The data are CM (constant modulus signals and QAM4. % The mixing matrix is randomly generated. % Comments, bug reports, info requests are apprec...
53f69202ad4061fada2637735b5be84ed55466456b7c846330c07f73e147a2cf
MATLAB
2,432
84
function [X,Y] = Generate_DataSet(Frame_Half_Size) Save_Sample_As_Image = 0; D = 'D:\Omer\Neuronalizer\Resources\CNN\Input_Samples'; BW_Min_Neuron_Pixels = 20; % 5. DataSet_MaxSize = 10^6; Num_Per_Image = 10000; % [5000,25000]. X = zeros(2*Frame_Half_Size+1,2*Frame_Half_Size+1,1,DataSet_MaxSize); Y = zeros...
61afb1f70528c2171b5c9a1ab6f60743f226ae9fffa166627d4eb5b242bed37e
MATLAB
2,435
57
function success = exportQualityScores(obj, zeroIndex, fGui) %EXPORTQUALITYSCORES Export cluster quality scores to CSV if nargin < 2 zeroIndex = 0; end if nargin < 3 fGui = 0; end ID = (1:obj.nClusters)'; SNR = obj.unitSNR(:); centerSite = obj.clusterSites(:) - double(ze...
7626d8ec097fed437b316be2dd195f8a2e727a602a93b3066343a273fccb23f7
MATLAB
2,435
87
function [BEST,EST,CI,p] = onesampb(x,nboot,alpha,est,q,mu) % function [BEST,EST,CI,p] = onesampb(x,nboot,alpha,est,q,mu) % % Compute a percentile bootstrap confidence interval % % INPUTS: % x (vector) % nboot (resamples, default 1000) % alpha (default 5%) % est (estimator, de...
4285b5eeaa2df786680786d68530fa8a72d62d0ae7346ca83683f3e9aef59ed9
MATLAB
2,437
78
function [ARCoefsKF , ARCoefsKS] = time_variant_ar_kalman(data, order, x0, q, R, p0, alpha) % time_variant_ar_kalman - Time variant auto-regressive (AR) model estimated by Kalman Filter and Kalman Smoother % % Syntax: [ARCoefsKF , ARCoefsKS] = time_variant_ar_kalman(data, order, x0, q, R, p0, alpha) % % Inputs: %...
8e2a1da9e8ae24fbb16ea1073a02ff8d6e6cda75d4c872f7a54f9a79e3a3b91c
MATLAB
2,438
57
function [data] = processOpto (data, params) %Created By: Anya Krok %Created On: 18 June 2019 %Description: T-Lab specific code for processing optogenetic stimulation %signal into general T-Lab data structure %Updated On: 31 October 2019 - added new filter+downsampling %Updated On: 29 April 2021 - added sigEdge ...
3afd8e4956d7c8a1297664e64cc5b98456b6c5995e8364b7af2c592a0e0c9ed7
MATLAB
2,439
67
function Trials = trial_latencies(Trials, EEGPath, Triggers) % for all trials, get information of stim time and response time (if % available). Used for finding eyes closed, bursts, etc. disp('Getting trial latencies from EEG') Participants = unique(Trials.Participant); Sessions = unique(Trials.Session); Trials.Stim...
c0bd08c788b742a477901d1bb38d977ea1473e58ae00eb44600c7ecb164176b2
MATLAB
2,442
81
function [AUC1, AUC2, meanTIMESERIES1, meanTIMESERIES2, maxTIMES1, maxTIMES2, Pvalues] = notvisualizeBOLDresponses2(BOLDresponse1, BOLDresponse2, ROIname, resultpath, colors, type, stim) % This program is intended to visualize and calculate the BOLD signal. % % input: % BOLDresponse1 % BOLDresponse2 % ROIname % ...
d2377fa217d83b2670017a911b3d16ab7bcc01b38314af1e37a59d574a49e676
MATLAB
2,444
118
% Costruzione del DataMatrix per la 3-way PCA dc = questdlg ('You must create the datamatrix to do the 3-way PCA. Did you create it?'); if dc(1:2) == 'No' creation; end; olddir = pwd; %così sto in NE.MO. mkdir(sprintf('%s\\PLOT', olddir')); pathname1 = sprintf('%s\\PLOT', olddir'); mkdir(sprintf('%s\\P_...
de8dc8178b63cd9062f8c4aa49d4f5192af46796a7a05d3c7a38e595f7b9f6d0
MATLAB
2,445
62
% Generate Table of Features for Merged and NO Merged Cells % Input % Raster w/dimension: Cells x Frames % Type of Cells: Merged or No Merged % Output % CSV: File with all the Features function DATApdf=gen_feat_table_merged(R,fs,typecells,Experiment,Names_Conditions) %% GET FEATURES % [~,~]=size(R); [Descriptive,...
965a536849149dd58b99574207e1e7897d9ad6647d0c15ed53b365e1b268bcaf
MATLAB
2,448
44
classdef DensityPeakClustering < handle %DENSITYPEAKCLUSTERING Legacy class properties (Hidden, SetAccess=protected, SetObservable) sRes; % sorting results dRes; % detection results end properties (SetAccess=private, SetObservable) clusterCenters; ...
b4ad53e086fb2a8ca6e5194f76d07067f95e37fa43f845324736ed04430153b7
MATLAB
2,448
44
function hFigWav = plotFigWav(hFigWav, hClust, maxAmp, channel_idx, showSubset) %PLOTFIGWAV Plot the main view (FigWav) if nargin < 5 if ~isfield(hFigWav.figData, 'showSubset') hFigWav.figData.showSubset = 1:hClust.nClusters; end showSubset = hFigWav.figData.showSubset; ...
fa9164390e306deee0a01d923d53dcd3abf5d99b2bf94054bbe7561aa75ec1ae
MATLAB
2,452
84
% rotate (and flip ICs) % varargin: Mirind: true for flip, false for not flip % LDEequv contains SCI function [LDEequvUse] = HCRot(LDEequv,rotID,N_HCOut,NPixX,NPixY, varargin) if ~isempty(varargin) Mirind = varargin{1}; else Mirind = false; end if Mirind flipDim = mod(rotID,2); %1 for col 2 ofr row if ...
274b729ae7d38cf4e1114db2fe108861e3680be59db119408d33bf06fbe26801
MATLAB
2,453
50
% ************************************************************************* % * This code calculates and illustrates the probability of signal * % * detectability versus required SNR by using the probability of false * % * alarm (represented in [2]). * % * >>> Refer to...
bc1435d9b1ac6663aacdb3375b0b0d55b1a720eec7945e59aa4193bb4ccdd702
MATLAB
2,453
58
%Authors: Simon Wadle, 2019-2023 %function uses dF/F activity from each cell and analyzes baseline activity %between days to exclude cells being not atice at certain days root_path = 'directory'; smooth_flag = 1; all_mat_files = dir([root_path, '\**\complete_data_Fall.mat']); fprintf('file %3d of %3d', 1, siz...
ef7b8f40a98503b83aa523cdbc9b115f881691de7caacbf0f8d49fc0cc03c947
MATLAB
2,459
59
function SpikeFormfigSave20200129 %SpikeForm‚ÌFig•Û‘¶—p % ScNumbers‚Í‘S×–E”H4×–E‚̏ꍇ‚Í3D % CellNumbers‚͍זE”ԍ†A1,2,3,4...A‚½‚¾‚µA0‚à‚ ‚éB‚ǂ̍זE‚É‚àŠY“–‚µ‚È‚¢‹L˜^iHj % DataPoints‚Ì1ŽŸŒ³–Ú‚Í32“_‚Ì“dˆÊA2ŽŸŒ³–ڂ̓eƒgƒ[ƒh‚̃`ƒƒƒlƒ‹A3ŽŸŒ³–Ú‚Í‚»‚ꂼ‚ê‚̃XƒpƒCƒNiModeArray‚ÅŽw’肵‚½‚à‚́j clear all;c...
a13523c06e3a8729b75630036b669d1903c6a2480353fb845f23bd7526297ec5
MATLAB
2,462
51
% function [Ion1,Vals1] = InRect(Mat1,Rxy) function Vals1 = InRect(Mat1,Rxy) % TODO: % flipud. the y-axis is now upside-down. % maybe I can use the sign(+\-) of the distance and check only 2 perpendicular side (instead of 4). % Scale 'S' based of the # of pixels in the smallest bounding matrix. % Make sure t...
acf672f04c38ab31960eb1796e6b3a2418a17e4220dfaf1fb01a926adbd91c54
MATLAB
2,462
75
function reset_results(app,res_data,res_derived) %UNTITLED Summary of this function goes here % Detailed explanation goes here if res_data app.data = []; app.comments = []; app.settings = struct('interval', [nan, nan; nan, nan],... 'channel_sheet', [nan, nan],... ...
e029d0b701ff6f4b4ade504ebccee34f50d8df1bc9849f85fc1eabf89445a2c1
MATLAB
2,464
37
%---------------------------------------------------------------------- %BrainAmpConverter v1.2 defaults %EJH 2011-15 %---------------------------------------------------------------------- %Calibration setting: How many microVolts (the measured unit) corresponds %to 1 microSiemens? When calibration has not been done ...
ebd5ff32ac302ad080d8ff19a0dcd958e5d3ddc968f3d7760faa1d9268d24a9a
MATLAB
2,464
80
function [x_SAVE,y_SAVE,eb_SAVE] = eventwindowPlotFormatV2(DataAVG,Dts,varnamesDATA,setupParam,allTrials) % Setup group info (if there are groups) allTrialsID = allTrials.ID; if setupParam.CompareGroups == 1 % GroupParam = TrialParam.GroupParam; groupnames1 = fieldnames(allTrialsID); groupidx = zeros(1,nu...
0a8336d27b5682b32c2c051f09b7eb46b9d08429c6e9e7522fdc0a3c6a9f124e
MATLAB
2,466
73
%Please cited this Toolbox as: %Dimitriadis SI, Laskaris NA, Tsirka V, Vourkas V, Micheloyannis S, Fotopoulos S. %Tracking brain dynamics via time-dependent network analysis. %Journal of Neuroscience Methods Volume 193, Issue 1, 30 October 2010, Pages 145-155 %CAUTION:oNLY OUR APPROACH BASED ON DIJKSTRA'S ALG...
9a7d2b8a44a0dccab0935cef8db5ccb2cf9756bdd8322cf4d97c4c8a7e8f3fae
MATLAB
2,466
62
function MakeMultimerProb20160830 %‘“–‚½‚è‚Å100000‰ñ‚Æ‚©‘½—ʑ̔äŠr‚ð‚µ‚ÄA‚»‚̃yƒA‚ªŒ‹‡‚ðì‚éŠm—¦‚ðŽZo‚·‚éí–@ % %”zü‚Ì•û–@@C % %‘ŠŒÝ”Fޝ‚̉ñ”‚ÅŽw’è‚·‚éê‡AC=0A×–EƒyƒA‚ ‚½‚è‚̉ñ”‚ðMatching‚ÅŽw’èB % %Œ‹‡”‚ðŽw’è‚·‚éê‡AC=1A–{”‚ÍConnections‚ÅŽw’èB‘½d•Ó‚ð‚·‚×‚ÄƒJƒEƒ“ƒg‚·‚éB % %Œ‹‡×–E‚ÌŠ„‡‚ð...
2af3cc032198654141c1349a8caefc20e33f60a137c4e42c62165c6591686653
MATLAB
2,468
77
clear all % this script contains code to reproduce Figure S5a-c %% load data % drag and drop corresponding file (S6 Data) %% data content description % weight contains the raw weight of animals (grams) over 10 days after % surgery % animal id contains the animal identifier of either COMBO or Ctrl ...
daac89697944b1c7888204af8c300ea6b306525e04955ff417702dfadeab7a6d
MATLAB
2,468
113
%% activation function V_max = 130/3; % mV V_min = 3.2/3; % mV thetarinf = 40; % mV sigmarinf = 2.5; % mV %% B34 % capacitance of B34 Cm_B34 = 0.01; % uF % leaky conductance of B34 gL_B34 = 0.1; % uS RL_B34 = 0; % uS % reversal potential of the leaky channel of B34 EL_B34 = -60; % mV % sodium currents to B34 % ma...
e22ef98141772ddf542afd3c9f88c8e9fbc2b839b09a46d73d574fb1f0d46b5f
MATLAB
2,469
52
function W = Adjust_Rect_Width_Rot(Workspace1,Step_Parameters,Im_Rows,Im_Cols) % Description: % This function detects the local apparent width of the neuron. % Calling functions: Find_Cell_Body, Add_CB_Branch, Trace1. % Input: % Workspace1 and Step_Parameters: structures containing general and step-specific p...
45408ab30581c3c08ee66c16341504d2b468ee76dd7e3c1772cf7e48f2de4dbc
MATLAB
2,471
73
function data = processMov(data,params) %Process Behavior % % [data] = processMov(data,params) % % Description: This function is designed to convert rotary encoder information into velocity % traces and quickly find onsets. The parameters for the analysis are found in the params % structure, which is cre...
d9cd0f529ea9ac231e81a3f2b83303504132a10f51b6b564d2fd8ab1d61256fd
MATLAB
2,472
74
classdef Recording < jrclust.interfaces.RawRecording %RECORDING Model of a single SpikeGLX recording %% SPIKEGLX-SPECIFIC PROPERTIES properties (SetAccess=protected, SetObservable, Transient) rawData; % raw data in memmapped form end properties (SetAccess=protected, SetObservable) ...
264bb2c2d4d5b3dd8687a5da18eed129068a419531932b55c096a54cfe97d550
MATLAB
2,473
67
function [Training_Frames,Training_Classes] = Generate_Training_Set_XY(Frame_Half_Size,BG_Samples_Num) D = 2*Frame_Half_Size + 1; TrainingSet_MaxSize = 50*10^6; TrainingSet_MaxSize0 = 10^6; Min_Num_of_Neuron_Pixels = 0; Training_Frames = zeros(D,D,1,TrainingSet_MaxSize); Training_Classes = zeros(2,TrainingS...
42420b1324601c6d872125430855e2453dbbccecc1ac46e6d9ea7ca14731c689
MATLAB
2,474
80
function [AUC1, AUC2, meanTIMESERIES1, meanTIMESERIES2, maxTIMES1, maxTIMES2, Pvalues] = notvisualizeBOLDresponses(BOLDresponse1, BOLDresponse2, ROIname, resultpath, colors, type, stim) % This program is intended to visualize and calculate the BOLD signal. % % input: % BOLDresponse1 % BOLDresponse2 % ROIname % ...
6edea969877d6400e8ce14714af96d82bb637fa54e8461285c5d6ae3505d51e0
MATLAB
2,476
59
% ************************************************************************* % * Test program for Calculating Phase Locking Value (PLV) matrix * % * (Pairwise) using raw signals. Refer to the User Guide for further * % * details. * % **************...
8b4709c3253e536748a30b89af216c17d6b98cd125ea643115516e3354dc0e37
MATLAB
2,477
52
function [baseline, bl1, bl2, bl3] = baseline_filter(x_raw, baseline_removal_method, params) % baseline_filter - Different approaches for baseline wander estimation using OSET functions. % % Syntax: baseline = baseline_filter(x_raw, baseline_removal_method, params) % % Inputs: % x_raw: Raw input signal (channels x ti...
2268151ab06809be9aefacfe112416b4703852012a36b0b8ead36b5107141593
MATLAB
2,479
63
function f = ifm_correlator(x, f0, BW, tau) % ifm_correlator - An instantaneous frequency estimator based on lagged correlations % % Syntax: f = ifm_correlator(x, f0, BW, tau) % % Inputs: % x: input signal as a row vector % f0: initial estimate of the frequency % BW: bandwidth for low-pass filtering % tau: time...
0a2fa040db484b085b4edfd6459199872c06f43a443980660174da83c50796a6
MATLAB
2,480
80
% Function to get Raster choosing Method: % 1: Driver Seignal by Sparse Deconvolution % 2: Oopsi algorithm % 3: Derivative method % Input % Method: [1,2,3]->{Sparse,oopsi,derivative} % VARARGIN: according to the method % Mode 1: Sparse Deconvolution % Driver Signal % ActiveNeurons-> Raster Row to Modify % ...
9f2238e553b39b735bef0f313453cfb0cbaf557b810602b9b82e55f7b94c976e
MATLAB
2,480
83
function [plotKey, YOffsets] = multiplot(obj, plotKey, scale, XData, YData, YOffsets, doScatter) % Create (nargin > 2) or rescale (nargin <= 2) a multi-line plot % TODO: separate these (presumably multiple plots are passed in somewhere) if nargin <= 2 % rescale obj.rescalePlot(plotKey, scale); ...
1948dd64e9a59c753bf5d4aed0a5fede321c491a8597c2c876ecb9c25f68cdcf
MATLAB
2,482
84
new_folder = []; max_memo_GB = []; % This code requires the file read_Intan_RHD2000_file.m which is provided % on the Intan Technologies web site. % new_folder: output folder with the parsed channels and metadata. % If it doen't exist or is [], it will be 'wc_data'. % max_memo_GB is an idea of the number of GB allocat...
5aeb690d8601e1ea6bdce22d226c37ad4b22d0643214e212c16d0c32a632465d
MATLAB
2,483
54
function AllWaterFig20180703(CrossCoWonCellClean,CrossCoWoffCellClean,NumWonC,NumWoffC,SubP,WORD,m)%,WaterFigA) global OnSize bin fname SpikeName CleanInterval FigureSave %CleanWater % for m=1:OnSize(2) OnAll=[];OffAll=[]; for n=1:OnSize(1) OnAll=[OnAll; CrossCoWonCellClean{n,m}]; O...
852b71b5fc2afa6317efc3c50d2d56a55b4af6ec17bdab3d1e02f80c67a5e64d
MATLAB
2,483
92
%% compare accs of time-independent decoder (evaluated per timestep) and time-dependent decoders [cols,alpha] = chooseColors; ind_col = [44,162,95]/255; figure('Position',[100 100 300 300]) hold on % set lims and labels xlim([0 21]) set(gca,'XTick',[0 5 10 15 20]) set(gca,'XTickLabel',[-3 -2 -1 0 1]) xlabel('time (s...
bf2d6b80a4954235861eb84fef556b06912831b142d649dea035db1815bd43f5
MATLAB
2,484
105
function [list_k_cores]=k_core_decomposition(binary,k) %[1]Alvarez-Hamelin (2006) Large scale networks fingerprinting and %visualization using the k-core decomposition %[2]Hagmann et al.,"Mapping the Structural Core of Human Cerebral Cortex", %Plos Biology, 2008 %a technique that first introduced for the visua...
635a13b26bebd7486ed2e75e5d52b82c1c3c553a78b7a52f9ba96ec0226225c5
MATLAB
2,485
69
function [index, rank] = sqi_negentropy(x, varargin) % sqi_negentropy - Signal quality index based on negentropy estimation. % % Usage: % [index, rank] = sqi_negentropy(x, ranking_mode) % % Inputs: % x: Input signal matrix with dimensions [L1, L2] % ranking_mode: Optional argument for sorting mode ('ascen...
8dc39e7a48c676c7e62869c3f035b90cbbc9c79447b132f6ef597a0150e2be22
MATLAB
2,485
82
%% Example run for jointly analyzing two sessions from one subject % go through the sections step by step %% set general parameters and create folder structure % create structure p, which holds all parameters. Parameters are % initialized as set in params.m, some of them are overwritten in this script clear p = pa...
ef1b0bf7e82146197dbc05c4b584c8ae633f091c6e45c657c3ad4a6580090876
MATLAB
2,485
74
function file_path_out = convert_mat_file(file_path_in) dot_idx = find (char(file_path_in)=='.',1,'last'); file_path_out = [file_path_in(1:dot_idx-1) '_tmp.mat' ]; file_in = load(file_path_in); file_meta.n_records = size(file_in.datastart,2); file_meta.n_channels = size(file_in.datastart,1); file_version = 1; for i = ...
6140efc3f4d86f6b0c24c82a70b89b0da1a03844e6d169f21b2b2b397805710e
MATLAB
2,487
63
function g = plotFeatureSpace(X,label,centroid) % plotFeatureSpace produces a scatter plot of the feature space with the % parameters used to figure 7 in the manuscript. % % g = plotFeatureSpace(X,label,centroid) takes as input % an Nx3 vector containing the features and an Nx1 vector containing the % lab...
2f739662d09ad3131d43edbe70574371f646ebac2df210cae6e609670ed52125
MATLAB
2,488
98
function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency_bd(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs efficie...
4ca1c308eb0075d07e905dc7f8eae5d755b8a81700503f6453fbe4fd1de8915d
MATLAB
2,490
108
function [f_METAB_inf,f_METAB_sup,f_METAB_ref] = get_peak_bound(type) %[f_METAB_inf,f_METAB_sup,f_METAB_ref] = get_peak_bound(par) % it will return the search bound around a reference in ppm for a peak name given by % par.ref_metab. possible values ar 'NAA' 'CRE' 'CRE_2' 'CRE_SMALL' ... % alternatively you can diretly ...
7d25f0565a82af72787ae35b040b7110b8d493ac5faebdf7d2ffe90ae45083f3
MATLAB
2,491
52
function plotRewAlignData(data,choice) % Author: Pratik Mistry, 2020 % Updated: Anya Krok, June 2021. Code now works for output from % processReward and accounts for multi-sweep recordings. Updated to match % updated alignData2Rew % if isfield(data,'rew') incldVel = menu('Include Velocity in Plot?','...
c23e83a1d0130257415ac2be09c5c1e424dd05fb279baeb01a843266c6b3cdea
MATLAB
2,495
77
classdef (Hidden) h5_file_sdk < adi.mat_file_sdk % % Class: % adi.h5_file_sdk % % This should expose the SDK in a similar manner as the regular SDK % but it should do it from a h5 file. % % JAH 2014-6-15: This code layout will likely change although the % interface will ...
382454d0bb6efad639a9165c7f81c2d8328bbe3b5b98a309cfd69d4bb9905e6b
MATLAB
2,496
71
%% save all_data files to breain render table with out spliting clc clear [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path flip_ml = 1; %if to flip the ML axe...
9a800d83a4a1ac1da7ecf55459f07b1879e38e3f0e175a0232b2b845d11480b4
MATLAB
2,498
75
% Funtion that reads Names and Directory of Videos % and loads coordinates % Input (same directory) from dialogue: % ALL (XY).csv % Condition_A_00.avi % Condition_A_01.avi % ... % Condition_B_00.avi % ... % Condition_Z_XX.avi % Output % Names_Conditions % NumberofVideos (per condition) % FN{}: Str...
d15dbabea9cbc5b8bf2b0674a63a6bae1a6e634313f22adc3b2b3a5f74770c4e
MATLAB
2,501
66
function [coarse_grid_res, fine_grid_res] = ecg_grid_size_from_paper(img, paper_width, unit) % ecg_grid_size_from_paper - Estimates the size of the standard ECG coarse % grid on a given image, based on a given ECG with % % This function calculates the grid size of an ECG image based on the physical % dimensions (width...
cff588b500824ba1477dd8a2b6285964016e292bc2726e0487af905691a0c087
MATLAB
2,502
76
function RaguDumpToVision(rd) DirName = uigetdir(rd.LastPath,'Select directory to store the data'); if DirName == 0 return end for s = 1:size(rd.Names,1) for c = 1:size(rd.Names,2) fn = rd.Names{s,c}; idx = find(fn == '.',1,'last'); if isempty(idx) idx = numel(fn)+1; ...
b1b16c12a1d08bb27bd674e5b352bec7be7d6cb20e2158399511ea7ad904f8d7
MATLAB
2,505
75
function [states, trans_prob] = Holsclaw_State(Xi, Z, Exo, Sig, Y) %% Inputs: % Xi : parameters controlling the transition probabilities and the log linear regression term % Z : Matrix with the Markov property, binary matrix showing which states are present at each time point % Exo : Exogenous variables used in the tra...
83470af6c5fede28ed5c02e4f8005389bf81b5a744f7ad7ef92e87010be75cf0
MATLAB
2,507
64
classdef hTestVennEulerDiagram < vennEulerDiagram % hTestVennEulerDiagram Class for testing vennEulerDiagram properties % and methods. Used in tVennEulerDiagram. % % Copyright 2021 The MathWorks, Inc. methods function callSetup(obj) setup(obj) end fun...
d71a82f5a1a2003ba5080fe757f3450e534a77ea7c28fd4d079165efd60337f1
MATLAB
2,508
59
function [Somas,BkgMean,BkgStd,Thresh]=mnl_ProcessTracesFromNeurolucida_Somas(fname,cData,Scale,dim) % Process the traces that have been extracted from Neurolucida and then get % the corresponding raw voxel values for each trace (NB Trace=the % neurolucida identified fragment/branch/axon. This version also splits the %...
17653eed343e2ad82ff39c9d299146372fac9ebf344b38e2bbdcc32d74f4dac6
MATLAB
2,509
62
clear;clc; close all; initialize_human_anxiety; HO = 1; %heading offset (m=1 is the headings for INstring. INnum, however, starts at 1) condLabel={'VES_all','VIS_all'}; for firstCond=1:2 %1 for ves, 2 for vis %read in subject information [INnum, INstring] = xlsread(strcat(DATA_DIR,'\All input_',[condLabel{firs...
5524072a9b73d4eba1a9b20badcea5a0a1ec261ddeff1ed5ffd4247bc07fe650
MATLAB
2,509
76
function reset_results(app,res_data,res_derived) %UNTITLED Summary of this function goes here % Detailed explanation goes here if res_data app.data = []; app.comments = []; app.settings = struct('interval', [nan, nan; nan, nan],... 'channel_sheet', [nan, nan],... ...
7e0d4a05e1810c097a6ac0b59533f8b5dad7179e74a79b3a3239073ae4ff4c94
MATLAB
2,510
86
function plot_all_bursts(EEG, YGap, Bursts, ColorCategory) arguments EEG YGap = 20; Bursts = []; ColorCategory = []; end % function to view bursts in the EEG % Type is either 'ICA' or 'EEG', and will appropriately plot the bursts % over the channels or the components, accordingly. % colorcode indicates ...
e5f8998b8a7123d97e8c1667252008182534f1071edde61949f1468c114de652
MATLAB
2,511
88
clc, clear; addpath('/home/li-lab/Documents/rDL-LLS-SIM-Matlab/GenerateDataset/XxUtils'); %% save otf as mrc file % read psf psfPath = 'Simulated_PSF_642.tif'; % psfPath = 'Illum642_Cyc1_Ch2_St1.mrc'; % psfPath = 'TIRF560_Cyc1_Ch2_St1.mrc'; % psfPath = 'Sheetscan488_Cyc1_Ch1_St1.mrc'; % psfPath = 'TestDetectionOTF/TIR...
7d7e42d71a54b8a43966402af8588cab983cc6aa7c8c1c607072108f262cbdec
MATLAB
2,513
56
%Author: Raul Adell %Description: Function to estimate Fano factor along the cognitive task for each neuron separately %Date: 9/9/2023 function est_fano = Fano(spikeCounts, timesEvents, num_intervals, min_trials_per_amplitude) % Fano computes the Fano factor for neural spiking data across different stimulus...
5c3a4af1b1e3d4cd949360df704623359d8662d3363c9acc4a62ed4ac77ce939
MATLAB
2,515
47
% This program is intended to extract contrast of parameter estimate (COPE) %clear all; close all; % set ROIs info% list of the data % session3, tph blue stimulation, datapath_tph_blue = fullfile(pwd, '/data/COPEResults/session3/BLUE/TPH'); ContrastList_session3_tphblue = makeList(datapath_tph_blue, 'TPH*.nii'); % se...
65b76f050dabb28d92158373f684c4f9823db64e7d8bb17cf1343604039cc751
MATLAB
2,515
47
% This program is intended to extract contrast of parameter estimate (COPE) %clear all; close all; % set ROIs info% list of the data % session2, tph blue stimulation, datapath_tph_blue = fullfile(pwd, '/data/COPEResults/session2/BLUE/TPH'); ContrastList_session2_tphblue = makeList(datapath_tph_blue, 'TPH*.nii'); % se...
787b40860210c57ee35d02f07896139199ef259e13436136b3c2926785ac3a50
MATLAB
2,517
98
function x = dtft_adj(X, omega, Nd, n_shift, useloop) %function x = dtft_adj(X, omega, Nd, n_shift, useloop) %| %| Compute adjoint of d-dim DTFT for spectrum X at frequency locations omega %| %| in %| X [M L] dD DTFT values %| omega [M d] frequency locations (radians) %| n_shift [d 1] use [0:N-1]-n_shift (default [...
b1b22f67888f191085a859d02d978f7899404c76907510f1ceb07bc8be5b1487
MATLAB
2,518
49
% This program is intended to extract contrast of parameter estimate (COPE) %clear all; close all; % set ROIs info% list of the data % session4, tph blue stimulation, datapath_tph_blue = fullfile(pwd, '/data/COPEResults/session4/BLUE/TPH'); ContrastList_session4_tphblue = makeList(datapath_tph_blue, 'TPH*.nii'); % se...
a8f456a167b721be8ccece8210ae7eb3ddf7affa4721150d122038b25b17b8a8
MATLAB
2,521
79
% ************************************************************************* % * Test program for Instantaneous Phase (IP) estimation using the * % * traditional analytic representation approach through FIR filtering * % * and Hilbert Transform. Refer to the User Guide for further details. * % *************...
57e44011fba946be2806302abdeb11a606f7ad02d1d7bba69d8431eea241c67e
MATLAB
2,522
75
%% convertH5 % % Test Comment 191114 % Description: This function will convert as many H5 files into MAT files % that follow an organization pattern agreed upon by fellow lab members % of the Tritsch Lab. % % This function requires h5 data files to be in the following format: % - AN_ExpDate_Cond_00...
fe435bab3d8588a4c0fde4ed52e363a81e6fae1ffee021b99e8268a220da1c27
MATLAB
2,523
79
[cols,alpha] = chooseColors; %% plot with CI for k = 1:2 figure('Position',[100 100 300 300]) hold on lims = [40 100]; this_cols = {'k','m','k','m',[.7 .7 .7],[.7 .7 .7],[.7 .7 .7],[.7 .7 .7]}; if k == 1 is = 1:2; elseif k == 2 is = 3:...
72c5a734df1807b47bf36598698de6a210b4a956c1781680620d67e30ad40196
MATLAB
2,527
85
function [ws, src, targ] = GrappaCalib3D_arb(acs,kernel,lambda, bDoInversion) % % % Daniel Gallichan: modification of Bernd Jung's code for GRAPPA - to % specify manually the kernel % % - 5/2/14 - changed the definition of lambda so that it is relative to % norm of the ACS data % % - 11/3/16 - change default when no re...
76f3f0876d26afc138eaf291decd71bc60bca9d3fa23167d7d847a1a7212cd0c
MATLAB
2,527
97
function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency_wd(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs efficie...
378b8afcadffee11772909f9487a0d9049c26483ed8c8d5f8cd64c5d7e7c8c20
MATLAB
2,531
73
%% ramp statistics clear clc ploting = 1 ; norm = 1; ploting2 =1; %% [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path %% %laod ramp intensites load('C:\Users...
48ac9419979de3c7e62f922011c887795ad2e75cb66cdc1c98a375e74713ac1c
MATLAB
2,533
105
function out = fatrix2_subsref_colon(ob, sub2, varargin) %function out = fatrix2_subsref_colon(ob, sub2, varargin) % % handle subscript references like ob(:,sub2) % This will called from ../subsref with (ob, subs{2}) % % Copyright 2010-12-02, Jeff Fessler, University of Michigan if streq(sub2, ':') % ob(:,:) % do by...
570528e18abe19d218a1abf6085a3583a568475d1449a58d1049e4392cd997fe
MATLAB
2,533
115
function plot_lcmodel_result(r,field_name) if ~exist('field_name') field_name={'gaba_cor','naa_cor','glu_cor'}; %field_name2={'SDgaba','SDnaa','SDglu'}; end %w1_r = r(1).water_real.*29000000000; %w2_r = r(2).water_real.*29000000000; legend_str = {r(1).pool,r(2).pool}; for k=1:length(field_name) y1 = getfield(...
72d55343bbf3f419c78056d455cd9657d0038edca55249e9fbfcbf924359b7b2
MATLAB
2,533
63
% this script creates a violinplot of the FWF in the various brain tissues %clearvars close all addpath(genpath('/storage/stella/MATLAB_toolboxes/')); addpath('/storage/stella/Analysis/matlab_scripts/'); %% RUN MATLAB_12_Statistics_Final_Final.m %% data = struct([]); data(1).a01 = x3; % wm %data(1).a02 = x...
83b8d0bb9d86320f2414efbefda1e6f576a33baff36b5a3ed84713a81cf0d9a3
MATLAB
2,534
96
function Xs = fftn_fast(xs, ns) %function Xs = fftn_fast(xs, ns) %| %| For some reason, in matlab versions before about 7.4 (R2007a), %| matlab's fftn routine was suboptimal for the case of 2D FFTs, %| at least on some machines. %| The improvement herein was found by Hugo Shi. %| After 7.4, fftn worked fine so this ro...
73d120262d014e523e591d7ee6d9205b150a59995ebf6acb3615cae251ba3e57
MATLAB
2,535
82
%% compare magnitude vector clear clc [file1, path] = uigetfile('all_magnitude_vector.mat'); cd(path) dataset1 = load(file1); dataset1 = dataset1.all_magnitude_vector; [file2, path] = uigetfile('all_magnitude_vector.mat'); cd(path) dataset2 = load(file2); dataset2 = dataset2.all_magnitude_vector; win_names = ["early...
237fb6daa26f46eb1380b8860f67742cadbbb33e9bec065f3fa4cceddac9ce1f
MATLAB
2,536
77
function reset_results(app,res_data,res_derived) %UNTITLED Summary of this function goes here % Detailed explanation goes here if res_data app.data = []; app.comments = []; app.settings = struct('interval', [nan, nan; nan, nan],... 'channel_sheet', [nan, nan],... ...
96d8f658fdbd763979d7d4a1b41c1aa06613b3c62a16f4600d4d3ca8d9dda537
MATLAB
2,537
90
function extractRecordToNewFile(source_file_path,record_id,varargin) % % adi.extractRecordToNewFile(source_file_path,record_id,varargin) % % % This is a bit buggy but I think it works ... % % Optional Inputs: % ---------------- % new_file_path: % channels : cell array % Names of channels whose data yo...
5b5a64c24689e9878393c5205c44943bd62089fe2973a0b053019eba81eed6cf
MATLAB
2,540
97
function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency_wu(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs efficie...
5048ce77df2c2284c9fb1046d1f03d243484fd672d28588175af47dcc7547ba7
MATLAB
2,541
74
clear all % this script contains code to reproduce Figure S6a-c %% load data % drag and drop corresponding file (S7 Data) %% data content description % various behavioral measures from the open field foraging task and the % corresponding animal id and sex. This data is the same as from S2 Data % but p...
d3529a08ff1dc9c13563bafce27393c848599c6ef4fb35870a2a4f5b2f5666ba
MATLAB
2,541
76
function keyPressFigSim(obj, ~, hEvent) %KEYPRESSFIGSIM Handle callbacks for keys pressed in sim view if obj.isWorking jrclust.utils.qMsgBox('An operation is in progress.'); return; end hFigSim = obj.hFigs('FigSim'); switch hEvent.Key case 'uparrow' selected = o...
a909f537516dd640ca4804b33510e7dfa317efcdc780e845f2557aac315ee685
MATLAB
2,543
94
function rewrite_state_vars(InputFile, OutputFile, y) % By Alfonso Bueno-Orovio % % A function that takes a filename for a given CellML InputFile and % replaces all the initial state variables with the contents of vector y, % storing the result in OutputFile. % % InputFile: string % OutputFile: string % y: re...
0b1ffc0ade0b89ceaf791d60a290ba2a57255f8a572170ad9ccff13c13bceda3
MATLAB
2,544
79
%% high-speed video analysis for whisking % whisker position captured by DeepLabCut % input: x, y label position in pixels and the likelihood for each frame % per body part % frame rate: % to-do-list: % remove outliers in DLC % % Hilbert transformation: extracting the complex components from a signal (such as...
beb8075d0618565964a8f5d130bec38ff93888d49bbc930e5735b41fb9aab893
MATLAB
2,548
61
function [PeakToPeak_corrected, PeakToPeak_differences, matched_peaks_indexes] = MFPeakDetector(x, template_start, template_stop, type, wlen, PP_diff_wlen, PP_diff_th, average_peak_det_rate, fs, plotflag) % =========================================================== % Matched Filter R-Peak Detector and Smoothed Heart ...
185d512b6e73782e7cac3babb64de8aa32256968342447c33d4bb73e491a1040
MATLAB
2,551
72
%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function Figure1d_Dual_Full_psycho_analysis_220818_all analysis_folder = { 'G:\Ishizu_da...
6fb4bcdd8397fdd641f5de21bd474f7ed97346b047befd8cc7a91f07b39fee2a
MATLAB
2,553
72
function [data, fs, base_name] = load_and_preprocess_ecg(file_entry, lead_list) % function [data, fs, base_name] = load_and_preprocess_ecg(file_entry, lead_list) % Load one WFDB ECG record and prepare it for feature extraction % % Inputs: % file_entry (struct): one element of a dir()-style file ...
3f1343a9b4a150c0bc2044fd52cef9ea5f5e32f5ded0b439b8bfe63e344d3e79
MATLAB
2,555
79
function t001_speedWritingAndWriting % % adi.tests.t001_speedWritingAndWriting % % STATUS: FILE_PATH = 'C:\Data\GSK\ChrisRaw\140121 pelvic nerve recordings.adicht'; SAVE_DIR = 'D:\Data\HDF5_test'; %Things to vary: %- chunk size %- compression level %- shuffle or no shuffle quick_test = false; if quick_test ...
5dba71caa7cb0cc16c8123190e067d555e5dbd4c25ccb62ebcae60e76f595f0e
MATLAB
2,556
93
function plot_s_dll() % Plot delta log-likelihood of trained s-models % % Parameters % ---------- % info = get_info(); num_folds = info.num_folds; filename = fullfile(... info.folders.results, ... 'dll.mat'); if ~isfile(filename) ...
3332d16a9d8543099e653426435f96165c1b31a3180765eb59554360cd09a2a5
MATLAB
2,557
48
% This program is intended to extract contrast of parameter estimate (COPE) %clear all; close all; % set ROIs info list of the data % session1, tph blue stimulation, datapath_tph_blue = fullfile(pwd, '/data/COPEResults/session1/BLUE/TPH/'); ContrastList_session1_tphblue = makeList(datapath_tph_blue, 'TPH*.nii'); % se...
8d4456305e23b2c7252e43dafe3f0049eac7da73eb4cc133e6b2654628bb4e69
MATLAB
2,558
93
[cols,alpha] = chooseColors; %% get coding dims per subject by projecting dims back into cell spaces coding_dims = {}; for rep = 1:length(all_dims) for sub = 1:p.nSubjects coding_dims{rep,sub} = all_qs{rep}{sub} * all_dims{rep}; end end %% calc. normalized weight distributions and weight entropy per c...
a1f127669b234b038dbf2c7b75652e7dfe707098bc1cad713578646e7528ac90
MATLAB
2,559
95
function [PTRANSITION,Pstates] = LEiDA_fix_cluster(BOLD,NumClusters,Center,TR) [N_areas, Tmax]=size(BOLD); % Preallocate variables to save FC patterns and associated information %Leading_Eig=zeros(Tmax,2*N_areas); % All leading eigenvectors %PD Leading_Eig=zeros(Tmax,N_areas); % All leading eigenvectors %PD ...
605e70917b2f3ec797c07c928dab97bf1f1ba8426307a8a8fee83cb27f91c4d5
MATLAB
2,561
60
function [ext_prediction] = get_extended_predictions(prediction,grnnet,varargin); % GET_EXTENDED_PREDICTIONS Extend prediction of gene interactions to 100000 interactions if less. % EXTENDED_PREDICTION = GET_EXTENDED_PREDICTIONS(PREDICTION,GRNNET) for gene regulatory network GRNNET and interactions PREDICTION % ...
acc6edf73188607d52d003378c7f0b91f810bae3564385057d4516a69c2946d7
MATLAB
2,561
78
function perturb_hopf_noisebynode_UWS(node) load Modelling_Workspace_UWS.mat P2emp=nanmean(P2emp); PERTURB=0:-0.02:-0.2; % Noise we= 0.04; %% Insert here G from optimal UWS model fitting ITER=10; N=214; a=-0.02*ones(N,2); C=squeeze(Coptim(find(abs(WE-we)<0.0001),:,:)); TSmax=295; NSUB=16; %n_Subject...
3c7882fa75ea5cf87665ac5e43f24908ae5a5fafee1b3cb1a6a53596d703c1e3
MATLAB
2,562
67
function [varargout] = calcFFT(y,fs,varargin) %calcFFT - Calculate the Fourier Power Spectrums % Created By: Pratik Mistry % Created On: 31 January 2019 % Edited On: 5 June 2019 % % calcFFT - Plots fourier magnitude and phase values % calcFFT(y,fs) - Plots the data % [fftamp] = calcFFT(y,fs) % [f...
843757290c0ae770bed5194c3fae269a1026e5f3936f7982d6cbe330b85a1b5e
MATLAB
2,563
77
function property = eq_point_set_property(fhandle,dim,N,varargin) %EQ_POINT_SET_PROPERTY Property of an EQ point set % %Syntax % property = eq_point_set_property(fhandle,dim,N,options); % %Description % PROPERTY = EQ_POINT_SET_PROPERTY(FHANDLE,dim,N) does the following: % 1) uses the recursive zonal equal area sphere ...
c192fd1ba17735094e8fc42cdc9fdf401bd53b65046f736545e5429b33cbaf1c
MATLAB
2,563
67
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Load data and build models %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% import_data; build_models_met_PT; %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Settings %%%%%%%%%%%%%%%%%%...
d1a6d3057eed62b0b14ee9179ebd04d8ca630905479ed19dfd9de3c68e29d854
MATLAB
2,563
84
close all clear clc % Convert all dat files in bash using this command: find ./*/ -type f -execdir wfdb2mat -r {} \; datafilepath = '../../../../DataFiles/physionet.org/files/ptbdb/1.0.0/'; directory_list = dir([datafilepath 'patient*']); filelist = dir(fullfile([datafilepath, '**/*lr*.mat'])); % get list of all ma...
922c4f1a26d51f2ce0e16325d17fe280315baa6fe14e553923fc0cbab797528c
MATLAB
2,564
84
function coeff = eq_energy_coeff(dim,N,s,varargin) %EQ_ENERGY_COEFF Coefficient in expansion of energy of an EQ point set % %Syntax % coeff = eq_energy_coeff(dim,N,s,options); % %Description % COEFF = EQ_ENERGY_COEFF(dim,N,s) does the following: % 1) uses the recursive zonal equal area sphere partitioning algorithm to...