sha256
stringlengths
64
64
language
stringclasses
28 values
size
int32
1
491k
lines
int32
1
23.2k
content
stringlengths
1
200k
e73071a092a220956427b128f213293d68c361a613a03f777827532a9ef53a2c
MATLAB
3,229
83
function [TmtxS,iFRs,EvtLs,EvtTs,usel_out]=SelTrials(fn,twin,SelectedUnits,iFRtype,trials) % Select specified cells from PFC and HC data sets & cut out trial periods % % Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Corrects for mismatched unit numbers if using data generated on Blue Crys...
96b655bf13fea9671d9e116b32ecd44c8de00b49f492134a4a567c1c33201bfd
MATLAB
3,230
94
function [stats,st] = lme_mass_fit_vw(X,Zcols,Y,ni,maskvtx,fname,prs,e,Xrows) % [stats,st] = lme_mass_fit_vw(X,Zcols,Y,ni,maskvtx,fname,prs,e,Xrows) % % Vertex/voxel-wise linear mixed-effects estimation. % % Input % X: Ordered (according to time for each subject) design matrix (nmxp, nm % total # of maps, p # of fixe...
ba9e66c18a5e6277d51c0caf54e05b5ac74dfec3955904054a9bcbab1e2a0ed0
MATLAB
3,236
78
function [c,p] = plotBehFig(dat,behFigP) k2plt = behFigP.k2plt; %% behFigP.plt.alph = .4; wpatch = 0; mainFocusOn = 'sound'; switch dat.name case 'Body motion' mainCol = ones(size(behFigP.SndColors)).*[0 0 1]; otherwise mainCol = ones(size(behFi...
146ab09b77525195fda4153ff9b88324fb6cb6435d440609390cc81d2f56b581
MATLAB
3,238
97
function [on,off] = ResponseLatency(psth,binvec,thresh,test,select,minsamps,gsamps) % [on,off] = ResponseLatency(psth,binvec,thresh) % [on,off] = ResponseLatency(psth,binvec,thresh,test) % [on,off] = ResponseLatency(psth,binvec,thresh,test,select,minsamps) % [on,off] = ResponseLatency(psth,binvec,thresh,test,select,min...
1e5f397f6c5ff631bc14ef1844ba27da21d2dd68a4d2e420944df3e3dba45179
MATLAB
3,244
98
%==================== ObjectSizeplotSuppFig4.m ==================== % Plot tuning face response and next best object for each neuron % Plot Cell 17 and Cell 59 to match figure %========================================================================== close all clear all %================= SET PATHS AND LOAD DAT...
503555062cb6f52f28c74db9c4028fae270a8dabb2c23145d5b0189c6b437cdc
MATLAB
3,244
123
function v = TDTpartag(AX,TRIALS,tagname,value) % v = TDTpartag(AX,TRIALS,tagname,[value]) % % Inputs: % AX ... ActiveX handle % TRIALS ... TRIALS structure found in global structure RUNTIME. If % running multiple subjects at once, then pass only the % TRIALS index of the subject ...
65e99be855b4e9e1bb090f747287b20b3a18f15198e5d0395cc35d5d2f030b1c
MATLAB
3,244
84
function [qcontributions,q,B] = fcn_get_q(W,M,B,gamma) %%FCN_GET_Q get modularity of partition % % Q = FCN_GET_Q(CI,AIJ) given a partition CI and adjacency matrix AIJ, % compute the modularity score of the partition. This script is % applicable to only symmetric networks. % % Inputs: W, ...
fe0d822166001851b84e659464e40bab8e34d2982cab6433b5db7b6d06f820cb
MATLAB
3,244
104
function [ s, gen_p1, gen_p1g2, gen_p2g1 ] = GenRandSeq( L, p ) %GENRANDSEQ is a simple function generating a random sequence from %specified theoretical (events or transitions) probabilistic rules. % - "L": a Nx1 vector (with N being the number of chunks) specifying the % length of the chunks % - "p": a Nx...
20ba428344a8062e855def97debe93de489fa1667eee564a8c7531212e54b080
MATLAB
3,245
142
clear all handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\FM_wave_test.rcx'; %Load in speaker calibration file % [fn,pn,fidx] = uigetfile('C:\gits\epsych\UserFiles\SanesLab\SpeakerCalibrations\*.cal','Select speaker calibration file'); fidx=1; pn = 'C:\gits\epsych\UserFiles\SanesLab\SpeakerCalibrati...
11673d092447d3c4733391fa5e88a06f3de07611b47177bbf8c68f6966563e2e
MATLAB
3,246
109
% Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making % Kohl, C., Wong, M.X.M., Wong, J.J., Rushworth, M.F.S. & Chau, B.K.H. % eLife 2022 % Script to generate Figure 2 - figure supplement 2 clear all; close all; clc; % GLM1 nPartic = 31; % nr of participants regr...
203e624e71cfe863cf800c54935a1e40e5d26eedf4261f2de6e38a3123f0b794
MATLAB
3,246
138
%function FM_sweep_testing() % close all; clear all clc %---FLAGS---% sub = 1; MaskerRate = 32; SignalRate = 128; AMphase = 0; % Define RCX file handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\Sandbox\JDY\AMRate_ForwardMasking_buffer_v2.rcx'; %Load in speaker calibration file pn = 'C:\gits\epsych...
9a281a606eca4cbca8db7789f2296388e6d22444661c08b4d27aa8f69bee7049
MATLAB
3,247
100
% FADE-npsy: Figure 3+4 % _ % written by Anni Richter <arichter@lin-magdeburg.de>, 15/08/2022 % reworked by Joram Soch <Joram.Soch@DZNE.de>, 09/02/2023, 22:57 % reworked by Anni Richter <arichter@lin-magdeburg.de>, 22/02/2023 clear close all %%% Step 1: load and assign data %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
ff43e4b5bfd2da77b45cde681290396dfa17c4bcfa6ae3c92741639b2d39058f
MATLAB
3,247
84
function D = homogenise2DSubproblem( subproblem, boundary_type, skin_map ) % This function takes an input subproblem (specified in the same format as % a full problem object) and solves it for two different imposed gradients, % thus providing the requisite information for determining the effective % conductivity tenso...
85e297a5858fd4626dd7f2209c127098633290be902ec77b2857afec24545cc5
MATLAB
3,261
68
function h=subtightplot(m,n,p,gap,marg_h,marg_w,varargin) %% This function has been adopted and edited from a matlab file exchange function. The original function is freely avalibale at the following: "https://www.mathworks.com/matlabcentral/fileexchange/39664-subtightplot". % Functional purpose: A wrapper functi...
cfdcc47f92d40fa6379bfb26f76b672d3469e596c0e7a6ce27581992b90e2497
MATLAB
3,261
104
function v = readprairieconfig(filename) % READPRAIRIECONFIG - Read all values from Prairie config file % % VALUES = READPRAIRIECONFIG(FILENAME) % % Reads values from a Prairie Technologies config file. % Returns a struct with fieldnames equal to each parameter. % Differnet categories (e.g., 'Main') are included...
cc15bc744ad5e0480f208cb96caac96ceb10a6b78f92d497441c85551c341a7b
MATLAB
3,263
130
function [FracCorr FracCorrShuffCIL FracCorrShuffCIH]=DecodePredErrCrossTemporal_CV(FR,evt0,reg) % % (c) 2020 Aleksander PF Domanski PhD UoB % aleks.domanski@bristol.ac.uk % Input Variables: % FR: Firing rate matrix [units,time x no. trials] % evt0: Event category labels (either 1 or 2) [no. trials] % reg: Re...
d2ce7557d9fb4ef23d12cee63c722f6262ae772f57a1b206a9f454bd9b6f0f80
MATLAB
3,266
126
function [Accuracy,ValErr,Momentum,L2Reg,InitLR,AUC,C,prb] = func_TrainModel(Parm) %Train Model (training DeepInsight-FS) % run Prepare_Data.m %TCGA RNA-seq data will be prepared using tSNE algorithm % see Prepare_Data.m for details curr_dir = pwd; addpath(curr_dir); Parm.fid=fopen('Results.txt','a+'); Parm.UsePrev...
cdcb0fb8f79cccdf88cc7b58ce1d6d4aa6f3d099b4a819e177638afe603e4b66
MATLAB
3,268
95
function [results] = spkHistPrior5(params, results, spkHistPrior_setup, addDPriorForWB) % 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); if(K > 0) b_mu_idx = 2 ...
c4c3326d3fd73d60089fb44ada66bba4a1aed358291879fba2c204d7a6bd715e
MATLAB
3,273
75
function [TmtxS,iFRs,EvtLs,EvtTs,usel_out]=SelTrialsCells(fn,twin,minFR,critCvBW,iFRtype,trials) % Select cells from PFC and HC data sets & cut out event periods (trial case) % % (c) 2014 Daniel Durstewitz, Bernstein Center for Computational Neuroscience, CIMH/ Heidelberg University % Edited by Aleksander PF Domanski P...
be46bab2e3d6c98cb6493f9f32733aff042dbc8488cbe6c688cc9e1796e81ad0
MATLAB
3,274
85
%This is a function that gets as input the flick data and then outputs %response time, amplitude and direction. Created by Haleh Fotowat. function [resp_time, Pmax, Pmin, PmaxminR, resp_amp, pm_amp, resp_dir,tail_dir_s,resp, pm_amp_isi,resp_dir_isi, resp_isi, resp_amp_isi, resp_time_isi,resp_ISI_cnt,time_window] = quan...
70d5ca411030b3cbccc9a482fffa92355f0c150d5ae10a106fedffa50608e1a8
MATLAB
3,275
109
% Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making % Kohl, C., Wong, M.X.M., Wong, J.J., Rushworth, M.F.S. & Chau, B.K.H. % eLife 2022 % Script to generate Figure 2 - figure supplement 2 clear all; close all; clc; % GLM1 nPartic = 31; % nr of participants regr...
4834284eb0b62b73465b0f7cd5ae192210f34a95eee56ca8a2bd1adf6eaee5f8
MATLAB
3,276
81
function [pval_elec_mat,hmask_elec_mat,names_elec_mat,idx_elec_mat] = ... convert_chans_to_topo_matrix(pval_array,hmask_array,all_names) % Convert the input data, whose row indices correspond to channels from a % 64 EEG cap, by reshaping this first dim into a 2-way matrix accounting % for the electrodes adjacen...
3fc3c335c629e63d235de14422ad4906ffda1d124c31213fdc3152d0bcde5ef9
MATLAB
3,281
103
function compare_clusters( spikes, show, alt_assigns ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % compare_clusters -- creates a figure to compare a set of clusters pairwise % % Usage: % compare_clusters( spikes, clusters, alt_assigns ) % % Description: % Builds a figure with a ...
6814e724c69e8a0b9ccde322921b301860d79459a9798aad89760e3f60ac1a7b
MATLAB
3,281
91
function bootstrap_CCA(sublist_name,target,restdata,bootstrap_index) debug = false; rng(bootstrap_index) % sublist = 'sub_list_small' % target = 'x20127_0_0' % restdata = 'resting_state_separate_proj' % bootstrap_index = 1 % set paths addpath(genpath('/scratch/janine.bijsterbosch/WAPIAW_2/heterogeneity/src_matlab')) ...
57c37f2e308a1e4817fd42b4a5a0876e816285f0139a506ebcd7bd3876a3ce3b
MATLAB
3,282
106
function [pval,rho] = SStat_PHTest(X,d,t,stats_PH) % [pval,rho] = SStat_PHTest(X,d,t,stats_PH) % % Schoenfeld residuals test for the proportional hazards assumption. % % Input % X: Design Matrix with the time-independent covariates. (mxp, m # of % subjects, p # of covariates). % d: Logical vector (mx1) indicating cens...
6da45557d2902cf8b61a07b6f3f9900aad55a172de5e0bcc4dc03067006a62db
MATLAB
3,283
90
function plot_fascs_recruitment(model, Q) % Can be ran without arguments % Plotting of recruitment curves for all fascicles in electrode range if nargin == 0 model = select_and_load_model(); end if ~exist('Q', 'var') Q = linspace(0, get_max_threshold(model)); end %% get active sites and list of fasci...
ba5cd40a7639c0743f8e391907b1ebb0d58fe0038d485debdfe3a5b3248adedf
MATLAB
3,288
87
%==================== SizeRetSimulationPlot.m ==================== % Plot responses for each neuron to the equal retinal angle stimuli % and plot simulations of the response of retinal angle and physical size % single factor models as plotted in figure 2C %============================================================...
ff4b1f465081497a8f61bfe8fe49382e493dc77c520ab944e8d154310b7eefdf
MATLAB
3,297
84
function TSL_summary_demographics( ) % Compute the average demographics for the TSL experiment, after % excluding participants. all_subj_idx = setdiff(1:36,[1, 11, 15, 28, 33]) ; % --------------------------------------------------------- % % subj 1: 500ms stim % subj 11: difficulty to feel cool (p...
5b0e7d556871bbac780529e5ea5527fd0ff9ed5c876c73e1a6ca782cee7d25fe
MATLAB
3,298
96
%% BCI dataset, Ulster University % preprocessing pipeline % Writtern by Vahab Youssof Zadeh % Update: 02/23/2022 clear, clc, close('all'); warning off %% Initial settings %- Brainstorm dir bsdir = '/data/MEG/Research/BCI_Ulster/BCI5'; bs_path = '/opt/matlab_toolboxes/brainstorm3'; addpath ./functions ft_path = '/op...
8eec107edb6effa713b94c2d59fd04c492f8fda57043c8318abfce9ca4d81dbc
MATLAB
3,299
83
function [WAKEdiffspec_anim,NREMdiffspec_anim,REMdiffspec_anim,numDiffspecplotDoseAnim,Ps_Wake_Diff,Ps_NREM_Diff,Ps_REM_Diff]=Plot_SpecDiffs(numanim,DoseColors,DoseLabels,VStitles,FigureID,f,WAKEspec_dose_anim,NREMspec_dose_anim,REMspec_dose_anim,PlotConditions); %%% This script plots the differences in spectral pow...
6d0bd0689b4f1f06967e186da1ebb7104b2d18b5fc9c7d835a7b62a4fc91abca
MATLAB
3,300
121
% SINGLETRIALUCM function [deltaV,V_UCM,V_ORT] = singletrialUCM(subject,trial,toplot,filename,dataType) if dataType==0 global filtered blacklist MVCs time; elseif dataType==1 global filteredLeft blacklistLeft MVCsLeft timeLeft; filtered = filteredLeft; blacklist = blacklistLeft; MVC...
ee44f32782cd6be09fa44ff8f343450c8270dbc507a854c35bbaaead9079b340
MATLAB
3,300
113
%Test2 expects two variables to be present, Verts and Links function Test3(Verts, Links) dbstop if error nmPerPixel = 1;%StructureObj.nmPerPixel; nmPerSection = 1;%StructureObj.nmPerSection; iID = 1; iParentID = 2; iX = 3; iY = 4; iZ = 5; iRadius = 6; iType = 7; i...
6663c36b1a5988b6f4152cb5b926c78bc49cfb0f410bac598dbae7e2456a4fca
MATLAB
3,306
65
clear all addpath (genpath ('C:/Users/gyourga/Documents/code/NiiStat-master/')); addpath (genpath ('C:/Users/gyourga/Documents/code/spm12')); cd C:\Users\gyourga\Documents\code\acute_chronic clipping = 0; [filename1, pathname1] = uigetfile({'*.xls;*.xlsx', 'Excel file'}, 'Select dataset 1'); cd (pathname1);...
93dbc54c4c7e6b5b91a646fb9cab52e735e8ab560550dc28483d09422177d390
MATLAB
3,307
108
function [sel1, sel2] = match_str(a, b, fullout) % MATCH_STR looks for matching labels in two lists 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. % % Use as % [sel1, sel2] = match_str(strlist1, strlist2) % % The strin...
367537fded20b59a04fdbf36593c35eb166bf6f3e08e73f0baad5ec02f29c867
MATLAB
3,308
103
% Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making % Kohl, C., Wong, M.X.M., Wong, J.J., Rushworth, M.F.S. & Chau, B.K.H. % eLife 2022 % Script to generate Figure 2 - figure supplement 1b clear all; close all; clc; nPartic = 31; % nr of participants regresso...
fa0b2ec8ed26b910dde5d306ed0d7bbcb2c464fb752b691157fa3d3cdb53379d
MATLAB
3,312
113
function clipT = LoadFeatures(self, clipT) streams = self.ConfigFile.GetParams('Streams'); clipTCollapsed = CollapseClips(clipT); reduceDim = false; if self.ConfigFile.GetParams('ReduceDimensionality') [RICAModel, ~] = LoadRICAModel(self); if isempty(RICAModel) reduceDim = false; else ...
2814792a03cae180f5310ccd95c3cc17c9326e7d9240f6ab3cc7c16588a2b89b
MATLAB
3,315
86
function [B,K] = evaluate_distonly_generative_model(A,Atgt,D,modeltype,modelvar,params) % EVALUATE_GENERATIVE_MODEL Generation and evaluation of synthetic networks % % [B,E,K] = EVALUATE_GENERATIVE_MODEL(A,Atgt,D,m,modeltype,modelvar,params) % % Generates synthetic networks and evaluates their energy function ...
0739987bf2a7e08837d023cf68aa000c56f1566143d072c9f2cfe64e4276ac6c
MATLAB
3,316
113
function [DataEEG, elecIndex]=ExtractTrialsMI(archive, opt, verbose) %-------------------------------------------------------------------------- %Extract EEG trials from the data that have been converted from ov to mat. % for MI. We are using only two type of codes: % 770-rigth hand (MI) % 772-tonge (REST) %ou...
534fe5a340a728c6ffe8ffb7679fa1a890c098917a92f04fa78ce5870b803368
MATLAB
3,319
274
function cm_data = my_blues(m) % Created from http://jdherman.github.io/colormap/. cm=[... 0,0,0; 0,0,2; 0,0,4; 0,0,6; 0,0,8; 0,0,10; 0,0,12; 0,0,14; 0,0,16; 0,0,17; 0,0,19; 0,0,21; 0,0,23; 0,0,25; 0,0,27; 0,0,29; 0,0,31; 0,0,33; 0,0,35; 0,0,37; 0,0,39; 0,0,41; 0,0,43; 0,0,45; 0,0,47; 0,...
628c12d575a11f8e04cd9dd92aa0c6aaba2898d4e3eb88af27554ea8f3c72ab3
MATLAB
3,319
89
%==================== AllSizeHeatmapandPlotFigure5.m ==================== % Find the mean response of each neuron to the expanded set of sizes % and plots heat map of all baseline subtracted responses % as well as the normalized response to each size across the population. %==========================================...
89a1a95128b964f519c9a2f7a5dd6540cdec766bab9fcb030b10d56f165fb6f5
MATLAB
3,320
114
function [sID_ext,X_ext,d_ext,t_ext] = SStat_X_ext(sID,X,d,t) % [sID_ext,X_ext,d_ext,t_ext] = SStat_X_ext(sID,X,d,t) % % Extension (by adding new rows) of a design matrix comprising only time- % independent covariates to a design matrix for which time-dependent % covariates can be easily added. % % Input % sID: Subjec...
5e318665c130fd0d807e9624835f29314b68458d6deaa7992a41cefd6fcbdd82
MATLAB
3,325
101
function str_model = get_model_param_str(AboutFirst, learned_param, ... decay, decayF, window, windowF, leaky_int, leakyF_int, window_int, ... windowF_int, weight, prior_data, model_type,a_LR) % Parameters describing the model specified by the arguments. % decayF, windowF, leakyF_int, windowF_int: % F...
e15de985dd66561d3fe3d28a82e4702f4db482261f7ce8ec5c1e6e3932671076
MATLAB
3,325
130
function fileLines = FormatTable(t, varargin) p = inputParser; p.KeepUnmatched=true; addOptional(p, 'Title', []); addOptional(p, 'PrintOutput', false); parse(p,varargin{:}); varNames = t.Properties.VariableNames; tableColumns = cell(size(t, 1)+3, length(varNames)); for i = 1:length(varNames) currColText = Form...
728641d2311e3d4c406982db5d098270cebb1959b19228c0217fb2e0f8748da7
MATLAB
3,327
101
function str_model = get_model_param_str(AboutFirst, learned_param, ... decay, decayF, window, windowF, leaky_int, leakyF_int, window_int, ... windowF_int, weight, prior_data, model_type,a_LR) % Parameters describing the model specified by the arguments. % decayF, windowF, leakyF_int, windowF_int: % F...
ab7623a6bbf18c9b49967cabe4dbe355d154a34c3cda007581bd0646598ab25e
MATLAB
3,330
71
%% Box Plots Plume Prob PCF figure(106) boxplot([PlumeProb_PCF_FH_Cond1,PlumeProb_PCF_SD_Cond1,PlumeProb_PCF_FH_Cond2,PlumeProb_PCF_SD_Cond2,PlumeProb_PCF_FH_Cond3,PlumeProb_PCF_SD_Cond3,PlumeProb_PCF_FH_Cond4,PlumeProb_PCF_SD_Cond4],'Labels',{'PCFFH Cond1','PCFSD Cond1', 'PCFFH Cond2', 'PCFSD Cond2','PCFFH Cond3','P...
74addcf4a911da124880e97fb6ac65463f06f7bbaffb1b88686a3e4470694c91
MATLAB
3,332
98
function [CVE,... time-dependent mean decoding score [No. Timepoints x 1] Score... Time-averaged/Peak decoding score, depending on InfoCriteria [1 x 1] ] ... mean time-dependent decoding score [No. Timepoints x 2] = RunDecodeGroupsStats( unitIds , nReps , Ltrials_ , Rtr...
419be8b89b9ab43a1a69dfc1d87295c5109372a6f9c6cc2f7cc84dc3b49b39d6
MATLAB
3,334
100
function tbwrite(table,cols,vecs,varargin) % tbwrite Write to MySQL table [mym utilities] % Inputs table - table name, string % cols - list of input columns, (m*1) cell array of strings % vecs - list of output vectors, (m*1) cell array of strings % buffer - number of row...
45719c93ae37fec6ca51a3e36d32526a2a4a429b2335ab78b1bbabd50b2ce78f
MATLAB
3,336
109
function [s,fa] = ssbloch(tr,te,fa,t1,t2s,pd) % [s fa] = ssbloch(tr,te,fa,t1,t2s,<pd>) % % Steady-state Bloch Equation % tr = repetition time % te = echo time % fa = flip angle (radians) % t1 = T1 % t2s = T2 star % pd = proton density (default = 1) % % Time units don't matter as long as they are consitent % % if fa=[...
06d0cbb958202f3d927e23177011737f8bc274be80e1cd725411c7fddc0d65df
MATLAB
3,337
78
clear;close all; files = dir('.\Matlab-CODE\Kim'); % Get a logical vector that tells which is a directory. dirFlags = [files.isdir]; % Extract only those that are directories. folder_list = files(dirFlags); folder_list(1:2) = []; folder_dwi =['.\Matlab-CODE\Kim\']; folder_tod = ['.\Matlab-CODE\Kim\Z_tod\']; %%...
56b5fad8fe54a8504f8593ade3998d46dba3f85e7e63cc8d643ee665832d78e9
MATLAB
3,338
88
function [fibersAtPercep, fibersCenter, placements, endo, percepThresholds, expAS, sensation, idCross] = fibers_for_perception(nerveModel, factor) % returns numFibersAtPercepThreshold(iOrientedPlacement, iElectrode, iAS) % num_fibers_for_perception(1, 'D:\'); nrnModel = 'MRG'; if nargin < 2 factor = 1; end ...
5eb4f51951affd379e4036468394e050d1b683766ff7ef08dce3a3da22738931
MATLAB
3,339
106
function ArtifactScanToolCompileLogs % GET GENERIC PROJECT/SUBJECT/FILE INFO % % project directory % filedirs=uigetdir2; savedir = uigetdir('C:\','Please select save directory'); if length(filedirs)==1 allDirs = genpath(filedirs{1}); allDirs = regexp(allDirs, ';', 'split'); allDirs(ismember(allDirs,{''}...
6c5b90df2e9e8a2ecec4e8e0e0f630d8fda09ad0f49955b82f98f86857185d2a
MATLAB
3,353
90
%% Preamble, get file list clear all; close all set(0,'DefaultFigureWindowStyle','docked') % pat{1} - % location of the processed assembly memberships % pat{2} - % location of raw spike times if ispc % pat{1} = 'C:\Analysis\AssemblyAnalysis\Sleep\Decoding vs flanking periods - epoch specific FRs\';...
fdaa6d506ae4dafda480e3407dbf93ddb0e46141b76e301be790ff60b8a4faee
MATLAB
3,355
100
function model = qtip_pipe_SDPdcm(model,data,btensors,mask,nvox,mcheckflag,ind,parallel,cvxsolver) % function model = qtip_pipe_SDPdcm() % % reshape data and retain voxels within the mask siz = size(data); sizm = size(model); data = reshape(data, prod(siz(1:3)), siz(4))'; model = reshape(model, prod(sizm(1:3...
e4e04899e2ae2303167f6219f5f639e5a151baddba65641754f0810941b68fc0
MATLAB
3,358
96
function [dsetTag, solTag, FEM] = solve_FEM(model, activeSites, iActiveSite) arguments model (1,1) Model activeSites iActiveSite end log = model.getLogger('potential'); AS = activeSites(iActiveSite); ASname = AS_name(AS); solutionPath = model.sol_file(AS); if(isfile(solutionPath)) log.inf...
54c9d3283db1c5813ddb8e560925b7a0c123e2b7b2d2f3a379fd80fc9cba2366
MATLAB
3,361
118
function [] = test_l1_logistic_regression() clc; clear; close all; %% Set algorithms if 0 algorithms = gd_solver_list('ALL'); else %algorithms = {'PG-BKT', 'PG-TFOCS-BKT', 'APG-BKT', 'APG-TFOCS-BKT', 'Newton-CHOLESKY', 'NCG-BKT','L-BFGS-TFOCS'}; algorithms =...
0dd6c3a0b6bf0dee60dcfa2957dffcbcbbef84c5576b27922238254b6136636f
MATLAB
3,362
105
function LEiDA_data %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LEADING EIGENVECTOR DYNAMICS ANALYSIS % % This function preprocesses DMT datasets for LEiDA % % - Reads the BOLD data from the folders % - Computes the BOLD phases % - Calculates the instantaneous BOLD synchronization matrix % - Saves the instantane...
578579e43657b5ae74d0e13f68821c15c4a3c81210288cf3ef7b128852e6f322
MATLAB
3,364
136
function MRG_coeff() % MRG_COEFF Computes coefficient to find linear relations between fiber % diameter in um and the other parameters of its the MRG model. % Data is taken from MRG paper. %% Parameters % Precision prec = 5e-3; % Number of fibers nb = 9; % Fiber diameters [um] D = [5.7, 7.3, 8.7, 10.0, ...
ba2e9a6ab011e7b6c8eb78cb9f759cfc53da12733431d05dfa4599082d3d47df
MATLAB
3,369
130
function [alphas,fs,gs] = strong_wolfe_line_search(problem, d, x0, c1, c2) %function [alphas,fs,gs] = strongwolfe(myFx,d,x0,fx0,gx0) % Function strongwolfe performs Line search satisfying strong Wolfe conditions % Input % myFx: the optimized function handle % d: the direction we want to search % x0: ve...
81854d77d6487f98ba707722a1daea29e58f2294a4eefccf376001d5854109da
MATLAB
3,371
168
function varargout = TankReg(varargin) % TankReg % % DJS (2011) % Copyright (C) 2016 Daniel Stolzberg, PhD % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @Tan...
9c8fc522fb318bb26c209ab44c81e11b2c4ea827f3ac314a5da42acbf17c412c
MATLAB
3,371
111
function event = ft_read_event_tdt_2BitM(tank,block,blockroot,eventname,eventvalue,Fs) % EVENT = ft_read_event_tdt % EVENT = ft_read_event_tdt(TANK) % EVENT = ft_read_event_tdt(TANK,BLOCK) % EVENT = ft_read_event_tdt(TANK,BLOCK,BLOCKROOT) % EVENT = ft_read_event_tdt(TANK,BLOCK,BLOCKROOT,EVENTNAME) % EVENT = ft_read_eve...
9c1bb183dff06908af874a9fd085d536cd600c094b92917639790ec6294f8a69
MATLAB
3,372
95
classdef ButtonBox < uix.Box %uix.ButtonBox Button box base class % % uix.ButtonBox is a base class for containers that lay out buttons. % Copyright 2009-2020 The MathWorks, Inc. properties( Access = public, Dependent, AbortSet ) ButtonSize % button size, in pixels ...
fd5da0da8945496b2992c0027291cfabf2d7dfd52909c9160790b243034fe5b1
MATLAB
3,372
140
function plotTriggered_SanesLab(timestamps,TTL,trigger_TTL,ax,clr,varargin) %plotTriggered_SanesLab(timestamps,TTL,trigger_TTL,ax,clr,varargin) % %Custom function for SanesLab epsych % %This function plots TTL data in realtime as a triggered plot. %Using the MATLAB plot feature each time the graph must update is very s...
2d8f67fb1264fe674b07f7c3f7946a6b53872701b90b18fae5ffdaf1c6227b66
MATLAB
3,373
136
function model = dtip_data2fit_SDPd(signal,bten,varargin) % function model = dtip_data2fit_SDPd() % % out_flag says which format to use for m : % out_flag = 1 -> [28*nvox,1] % out_flag = 0 -> [28, nvox] nmeas = size(bten,1); % retriev...
21ded407d03a8c3e5cf95f65ba21d45eea7bc06be654233e42109f389178fa30
MATLAB
3,374
119
function FlyThroughCapture( hFig, hAxes ) %Roll down from XZ to XY and fly through volume XDim = get(hAxes, 'XLim'); YDim = get(hAxes, 'YLim'); ZDim = get(hAxes, 'ZLim'); FrameNumber = 0; tilt = 0; angle = 0; step = 1; %Figure out where the camera should be when circling ...
58d897415cacc0cbbad790dfc37cebf9d0579f0aefdd5ff5fff3d2c1570b827b
MATLAB
3,375
119
function [D0,phisq0,st] = lme_fit_FSinit(X,Zcols,y,ni,e) % [phisq0,D0,st] = lme_fit_FSinit(X,Zcols,y,ni,e) % % Starting values for linear mixed-effects estimation.This function is % intended to be used to provide starting values for the lme_fit_NR % function by mean of some initial iterations of the Fisher scoring a...
afe83ce21ab9802416a0fb06bea50268dba12e170009432dbb1413ca29ca2659
MATLAB
3,375
188
%% % RPfile = 'C:\Users\Dan\Desktop\SpeakerArrayTest.rcx'; % % % RP = TDT_SetupRP('RX8',1,'GB',RPfile); % % % % % RP.Halt %% Approach 1: mask chan X samples signal with gaussian sweep algorithmically % This allows for arbitrary speaker paths nChan = 17; D = 0.5; % siganl duraiton in second...
001d29a8254a981e56f1d8385459281528e8fff4371d725e988040aa4f955fed
MATLAB
3,382
107
function TwoPhotonConfigurationInterview config_string = {'function TwoPhotonConfiguration' '' 'TwoPhotonGlobals;' '' }; path = config_dirname; twophotonconfigname = [path filesep 'TwoPhotonConfiguration.m']; if exist(twophotonconfigname), movefile(twophotonconfigname,[path filesep 'TwoPhotonConfiguration_bkup.m']...
ab9c658148c86495ae98ed0ea58c879872ce3e7c7b241a9ac5885438032f6e11
MATLAB
3,385
50
%----------------------------------------------------------------------- % Job saved on 05-May-2022 09:40:11 by cfg_util (rev $Rev: 7345 $) % spm SPM - SPM12 (7771) % cfg_basicio BasicIO - Unknown %----------------------------------------------------------------------- clear matlabbatch subjfolder = dir('F:\fMRI_QC\fm...
f2035be0fa4fdd4a54c80a1e0ca52a0e8d368529fbe1e314c7d6769323bcb0cc
MATLAB
3,387
89
function TRIALS = DefaultTrialSelectFcn(TRIALS) % TRIALS = DefaultTrialSelectFcn(TRIALS) % % This is the default function for selecting the next trial and can be % overridden by specifying a custom function name in ep_ExperimentDesign. % The code in this function serves as a good template for custom trial % sele...
15ad595ea0a76a5b8ffbc8cdc5b030ddff0189f8ccd8bd1b44242710b188e3c4
MATLAB
3,396
82
function [fitted_trend, cleaned_signal] = run_flatt_svd_fitting(signal, region_mask, embedding_dim, sv_keep) % RUN_FLATT_SVD_FITTING Applies SVD-based filtering to reconstruct the % signal trend based on pre-defined FLATT structural vs empty regions. % % Inputs: % signal - 1D vector containing the raw input s...
b2886f14838b230e415e963b8ee3fa853842f484ad8de541a8ee35ca3b5271f6
MATLAB
3,399
107
function [bindata,bindataerror,timesnew] = f_getmvpcdata(ALLMVPC,MVPCArray,qtimeRange) bindata = []; bindataerror = []; timesnew = []; if nargin<1 help f_getmvpcdata return end if nargin<2 MVPCArray = [1:length(ALLMVPC)]; end if nargin<3 MVPC = ALLMVPC(MVPCArray(1)); qtimeRange = [MVPC.times(1),M...
b3242fd747677eb10784d0f2c9000b46bcba113ec1ba1d6450b8f214d5c17808
MATLAB
3,401
79
function [TmtxS,iFRs,EvtLs,EvtTs,usel_out]=SelTrialsCells(fn,twin,minFR,critCvBW,iFRtype,trials) % Select cells from PFC and HC data sets & cut out event periods (trial case) % % (c) 2014 Daniel Durstewitz, Bernstein Center for Computational Neuroscience, CIMH/ Heidelberg University % Edited by Aleksander PF Domans...
22c6c626675602a1a2a7f103c57c301f6b27396e88ced371c46aa4a2c57be50b
MATLAB
3,403
117
function plotBayes(result,plotOptions) % this function creates the plot with the bayesian Posterior distributions %function plotBayes(result,plotOptions) % displayed are two dimensional marginal distributions of each parameter % against each other parameter % You may then enlarge each panel by clicking on it. if ~exis...
8ab99de6dce6a671603f24af426ff38bfca1cfd5890cfdb49debfdaed57f9b17
MATLAB
3,403
92
function [net_eval,net] = dlRNN_run(net,input,target,act_func_handle,learn_func_handle,transfer_func_handle,perturbLogic) % start timer tic [cm] = TNC_CreateRBColormap(1024,'rb'); [cat] = TNC_CreateRBColormap(8,'mapb') % parameters max_delta_J = 1e-4; dt = 1; tau = 30; dt_div_tau = dt/tau; alpha...
daebecf56ff36ac2adf77f8a885c3fa567c13d602ad2ff67fe04f2eb0649334a
MATLAB
3,404
94
%==================== AllSizeSDFSuppFig2.m ==================== % Find the mean response of each neuron to the expanded set of sizes % across different stimwindows %========================================================================== close all clear all %================= SET PATHS AND LOAD DATA if ismac ...
cfddbe216520cdb8ac5e888aa66759aae4fcbbe179faabef96a229684a89a343
MATLAB
3,406
104
%%%%%RUN ON 2500 sublist = table2array(readtable('/scratch/janine.bijsterbosch/WAPIAW_2/subj_lists/sub_list.csv')); %%load data addpath(genpath('/scratch/janine.bijsterbosch/WAPIAW_2/heterogeneity/src_matlab')) D = readtable('/scratch/janine.bijsterbosch/WAPIAW_2/phenotypes/WAPIAW2_clean.tsv','FileType','text'); [~, ...
6a7a2b87446ffbd635d16750afec003a4e739ca707b81c10483a781f4f017506
MATLAB
3,408
75
%Function used to compute the log evidence (sort of --- I also have a prior over the hyperparams, so it's an approximate log posterior over the hyperparams) % where the evidence is computed using a Laplace approximation of the posterior over the parameters and plugging into Bayes' rule function [nle, ndle, params, resu...
f34dd405e3e89d0396f6d169f3f43fd130f0d6cd8c28e3e76a7d5aaa43a26b49
MATLAB
3,414
92
function Set=SetDefaults(Set) %% Set defulats values for variables in Main.m % Time integration if ~isfield(Set,'AccumulateU') Set.AccumulateU=true; %Displacements and stresses are accumulated at each % time step (assumed true in viscous problems). Otherwise problem solved from previ...
716756770abcc8e546884630d20a31dc1a27f2783ba01e102c89a5b543ec0d8d
MATLAB
3,418
91
% % % This code is used to create Figure 1B - example CCEPs for a few older and younger subjects % %% % Load the ccepData and ccepAverages from the derivatives clear close all warning('on'); warning('backtrace', 'off') myDataPath = setLocalDataPath(1); track_path = fullfile(myDataPath.input, 'sourcedata', 'tr...
cdfec7e953870630c63673331b45d418f615312eb3d43ec2eb0183f96d9191e9
MATLAB
3,418
94
%==================== AllSizeSDFSuppFig2.m ==================== % Find the mean timecourse across all neuron to the expanded set of sizes % to examine response changes over time %========================================================================== close all clear all %================= SET PATHS AND LOAD ...
f8b5f4e1b9956481d442473551024293823f904685d15b1a1e9d30b1f9039744
MATLAB
3,420
77
function [endoCross] = edges_to_branches(segments) % EDGES_TO_BRANCHES Create the connected segmentation of the extracted % edges of the endoneurium and correct the obtained closed lines for % possible holes and electrode placements % % [endoCross] = edges_to_branches(segments, roundPrec) % % ...
5653daa6709b6ca10a47278dee57dc4d55bb7a4e76fbf0cc0078513712c79d70
MATLAB
3,422
107
% ----------------------------------\\ % ----------------------------------\\ % Recurrent Neural Network Engine \\ % ----------------------------------\\ % ----------------------------------\\ function [outputs,hidden_r,hidden_x,e,e_store] = dlRNN_engine(this_P_perturb,net,curr_input,curr_target,act_func_handle,...
4f1ea55df5d654ab063393c3204f3710fa6216df73eec44162e866640fe82f42
MATLAB
3,424
148
% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); VIZIT = 0 ; %% big loop for tDx = 1:length(THRDENS) %% filename = [ DD_INTERM '/con_mat_gn_repani_stack_thr' num2str(THRDENS(tDx)) '_.mat' ] ; ll = load(filename) ; c_aCon = ll.data ...
67d3e96d3f3fcc9ff325c58673e1c6b5e9b2aed7cdb412d41160d5287a05f862
MATLAB
3,426
83
% % Determine the hemisphere for each electrode using the iEEGPlacementScheme field in the (first run's) JSON file % % hemi = ccep_retrieveElecsHemisphere(jsonFilepathPattern, electrodeTable) % % jsonFilePattern = the filepath pattern used to search for JSON files. Each run has a JSON file % ...
9fadd241f99da3fb8a200b5cd4819224e3520328824e99917c3e500a8f12c28e
MATLAB
3,427
118
function fstats = lme_F(stats,C) % fstats = lme_F(stats,C) % % Inference for the fixed-effects in the linear mixed-effects model(Depends % on the Statistics toolbox). % % Input % stats: Structure obtained from any of the model fitting functions: % lme_fit_EM, lme_fit_FS and lme_fit_NR. % C: Contrast matrix. % % Out...
6020463d375f56ddad4b94cfc87919248c88828dc90dc64ee3944511214e5801
MATLAB
3,429
86
function confusion = gaussian_overlap( w1, w2 ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % gaussian_overlap - estimate cluster overlap from a 2-mean Gaussian mixture model % % Usage: % C = gaussian_overlap( waveforms1, waveforms2 ) % % Description: % Estimates the overlap between ...
68ce49b4a356cc1698f73598becb7aea4ab2ca23d91db808b9509f5aea11e251
MATLAB
3,434
93
%% pursuit aligned load(fullfile('X:\Woojae\Data(AB)\Analysis\Fitting\Cue_all_rect(alldir;GoodChannel)_JL.mat')); tVal = 30; t1 = tVal; t2 = tVal; t3 = tVal; t4 = tVal; eeg.valid100 = []; eeg.invalid100 =[]; eeg.valid12 = []; eeg.invalid12 = []; for i = 1:16 eeg.valid100 = [eeg.valid100; Sub(i).valid...
8b9fbc67f85805868020ec04d2b5b09d757d4477c78e87832a5bc848cf03f796
MATLAB
3,439
72
%% GMLM.computeMAP % optimizes the log-posterior of the GMLM given fixed hyperparameters using quasi-newton optimization % % inputs: % params_init (REQUIRED) :a param struct of the initial value of the optimization. % % optional key/value pairs % % max_steps (default = 10000) ...
c914a3bd25c020399122e39b71df0cf66d58d5f3525ab4d3040af0a8150dff65
MATLAB
3,439
126
function LMER_MODES_PID_RAW_reduced % Function to prepare the regression table for Linear Mixed-Effects Regression Model % in R % The metric variables are Zscored here % % Fran Hancock % Dec 2021 % fran.hancock@kcl.ac.uk % % % Function to investigate the relationships between time varying measures % of CHI OCC HC and P...
37875a0376a5e3335d87c6068f9244f48b10c3a6af89072cf31f17b0668a500d
MATLAB
3,443
136
function [handles,xmin,xmax,varargout] = update_TTLhistory_SanesLab(handles,starttime,event) %[handles,xmin,xmax,varargout] = update_TTLhistory_SanesLab(handles,starttime,event) % %Custom function for SanesLab epsych % %This function updates the TTL history for plotting purposes % %Inputs: % handles: GUI handles str...
6e2608e625b6e655105a7c93367f8d91d6babcb4c070e7e7023336c7d877fa01
MATLAB
3,447
121
function write_vtk_rbm(varargin) %function write_vtk_rbm(name,N_points,v,N_faces,f,label_1,label_2,label_3,fibers) name=cell2mat(varargin(1)); N_points=cell2mat(varargin(2)); v=cell2mat(varargin(3)); N_faces=cell2mat(varargin(4)); f=cell2mat(varargin(5)); label_1=cell2mat(varargin(6)); ...
515f73f9e44f1d10068a7178c23237b0f97d63f59e347b205a3b95ab93340f42
MATLAB
3,448
124
% Author: Guosheng Lin (guosheng.lin@gmail.com) % perform segmentation prediction on user provided images. % specify the location of your images, e.g., using the following % folder which contains serveral example images: % ds_config.img_data_dir='../datasets/custom_data'; function demo_refinenet_test_example_egoha...
2ddd604d10c74c299433bd86cd4a931482352391bbcecb2fd61ee16bddfd890a
MATLAB
3,451
123
function ExportAnnotations(self) revPath = fullfile(self.ProjectPath, 'annotations', 'ClipTable.mat'); load(revPath, 'ClipTable'); uniqueVideos = unique(ClipTable.Video); exportFolder = fullfile(self.ProjectPath, 'results', 'annotations'); if ~isfolder(exportFolder) mkdir(exportFolder) end summaryT = CreateSumm...
251a54e211c5c7a1be6e44ab03529f80b04a7ac3ec188a65c1d0d44dc948e74e
MATLAB
3,453
121
function write_vtk_rbm(varargin) %function write_vtk_rbm(name,N_points,v,N_faces,f,label_1,label_2,label_3,fibers) name=cell2mat(varargin(1)); N_points=cell2mat(varargin(2)); v=cell2mat(varargin(3)); N_faces=cell2mat(varargin(4)); f=cell2mat(varargin(5)); label_1=cell2mat(varargin(6)); ...
3dc9e121e501e976a6d1435b3311426eb3e855cda19a92b24aa0b733c7d9a95e
MATLAB
3,453
91
function [freqsBinned] = cr_bin_power_spectrum(CBF, PowerSpec) % The resultant powerspectrum has a higher frequency resolution (0.1 Hz) % than is relevant. % This functions groups the powerspectrum into coarser bins and adds the % powers of the original powerspectrum bins together. % CBF = A structure with at le...
6b199dae05fa30471749fe275b5b6aaf2e42e1cebc52d23db2186186aca80f6c
MATLAB
3,454
131
function A = PSTHstats(PSTH,bins,varargin) % A = PSTHstats(PSTH,bins,varargin) % % PSTH is an M by N matrix with each row a sample (bin) and each column a % different condition (ex, sound level). % % % alpha ... 0.01; % prewin ... [-0.05 0]; % rspwin ... [0 0.05]; % levels ... 1:n % % Daniel.Stolzberg@gmail.com [...
d8b938efccb14b5ce329a02ebe98614310781f34fd64d69ae0a7b519bfc96956
MATLAB
3,454
103
function [p1_mean, p1_update, confidence] = RescorlaWagner(s, learned_param, a_LR) % Learns the statistics of the input sequence s according to a % Rescorla-Wagner model (delta rule) with learning rate a_LR. % % Inputs: % s binary sequence of stimuli. Entries are in {1, 2}. % learned_param in {'trans...
64e72bba352a420860f8dc5c796566da5b8fda2145fb0fbc844cd2bc7ff414cb
MATLAB
3,455
128
% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); %% setup vars thr_vals = [ 0 0.05 0.1 0.15 ] ; filename = [ DD_INTERM '/' OUTSTR '_divergences_n_outlierdetect.mat' ] ; divo = load(filename) ; ff = [ PROJ_DIR '/reports/lab_meeting/...
6f96a6ac39e97bd838419b00e05bc3b632ccbfab5b78d5c325de188edde6a9e6
MATLAB
3,457
103
function [result,im1,im2] = tpimagemath(dirname, channel, stimcode1, stimcode2, op,plotit,name) % TPIMAGEMATH - Simple image math % % RESULT = TPIMAGEMATH(DIRNAME,CHANNEL,STIMCODE1,STIMCODE2,OP,PLOTIT,NAME) % % Computes simple image math for Prairieview images. % % DIRNAME is the name of a two-photon directory. ...
b0ef60780744fd52d9a7b279f9900d20686d60757e0ea2db1b2fbf7bb143d9a0
MATLAB
3,457
116
function coords = bilinearIntersection(cell1, cell2, v) % BILINERINTERSECTION Finds the coordinates of the intersections of the % V-level contour lines of unit squares CELLA and CELLB, calculated using % bilinear interpolation. % % Inputs: % CELLA must be a matrix of size [2 2] giving the values at the 4 vertices % ...