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MATLAB
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function [nms,lms,f_nms,d1_sel,d2_sel,f_del1,f_del2,size_RF_d2,size_RF_d1,cs] = TwoWayAnova(dataset,trials,session,bins) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % This function performs ANOVA on neural data in spike counts defined by the % input variable bins to identify NMS, LMS and...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, AX) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, RP) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, DA) % % Sanes Lab Start timer function % % Initialize parameters and take care of some other things just before % beginning experiment ...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_SanesLab_aversive(CONFIG, RUNTIME, AX) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, AX) % %Custom function for SanesLab epsych % %Initialize parameters and take care of some other things just before %beginning experiment. % %Inputs: % CONFIG: epsych CONFIG structure (g...
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MATLAB
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clear all; % Gives me: X (labels), Y (data), time tmp = load('../data/testdata_2class.mat'); Y = tmp.Y; % Y: features x time x trials X = tmp.X'; time = tmp.time; label = tmp.label; numF = size(Y, 1); numT = size(Y, 2); numN = size(Y, 3); %% 1. No time dimension sel_t = find(time >= .12, 1); %% 1.1. S...
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MATLAB
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% Runs the HMC algorithm for the GLM % Computes PSISLOO and WAIC on the samples. % % NOTE: uses HMC_settings.samplesFile to store some partial results. This file can get big, but is deleted after running is complete. % % Inputs: % params_init : the initial parameters for sample = 1 % HMC_settings : HMC sett...
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MATLAB
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function [rGamma, rAlpha, rBeta, JumpPost, Trans] = ForwardBackward_BernoulliJump(s, pJ, pgrid, Alpha0, Pass) % Forward-Backward algorithm to solve a hidden markov model, in which the % hidden state is a Bernoulli parameter x controlling the observed outcome s. % % Usage % [rGamma, rAlpha, rBeta, JumpPost] = ... % ...
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MATLAB
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function RUNTIME = ep_TimerFcn_RunTime_AMTempIntegration_SanesLab(RUNTIME, AX) % RUNTIME = ep_TimerFcn_RunTime_SanesLab(RUNTIME, RP) % RUNTIME = ep_TimerFcn_RunTime_SanesLab(RUNTIME, DA) % % SanesLab RunTime timer function % % Daniel.Stolzberg@gmail.com 2014. Updated by ML Caras 2015 global GUI_HANDLES CONSEC_NOGOS ...
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MATLAB
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function [newtimes,frame2dirnum] = tpcorrecttptimes(params, dirname) % TPCORRECTTPTIMES - Corrects time for 2P frames % This is the Generic version, simply reports 2P frame times % % [FRAMETIMES,FRAME2DIRNUM] = ... % TPCORRECTTPTIMES({PARAMSTRUCT}, DIRNAME) % % % PARAMSTRUCT should be a cell list of parameter ...
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MATLAB
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% PURPOSE : import the data to be ".CSV" file % % FORMAT : % % serror = export2csv_spectranl_analysis(ERP, filename, binArray, time, timeunit, electrodes, transpose, precision) % % % INPUTS : % % ERP - ERPset (ERPLAB structure) % filename - filename of outputted file % binArray - bins to expo...
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MATLAB
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function DecodingDuringDelayCrossTemporalBatchConstantKernel(iFile) if isstr(iFile) iFile = str2num(iFile); end %% %%%%%% PREAMBLE %%%%%% Delays_ = {'Short','Medium','Long'}; Delays__ = {'4s','8s','16s'}; Target = 'LONG'; RunErrors = false; tlimsShort=[0 4]; tlimsMedium=[0 8]; tlimsLong=[0 16]; tlimsShort=[-5 9];...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_AMTempIntegration_SanesLab(CONFIG, RUNTIME, AX) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, RP) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, DA) % % Sanes Lab Start timer function % % Initialize parameters and take care of some other things just before % beg...
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MATLAB
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function DecodingDuringDelayCrossTemporalBatch2(iFile) if isstr(iFile) iFile = str2num(iFile); end %% %%%%%% PREAMBLE %%%%%% Delays_ = {'Short','Medium','Long'}; Delays__ = {'4s','8s','16s'}; Target = 'LONG'; RunErrors = false; tlimsShort=[0 4]; tlimsMedium=[0 8]; tlimsLong=[0 16]; tlimsShort=[-5 9]; tlimsMedium=...
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MATLAB
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close all %% Load preprocessed data % Choose what dataset to use % what2Load = 'Normal'; what2Load = 'Transec'; preprocFolder = 'D:\ephys_results\processedData\audioVis\'; preprocAllFile = fullfile(preprocFolder,sprintf('all_ephys%s.mat',what2Load)); if exist(preprocAllFile,'file') load(preprocAllFile, 'db_bu',...
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MATLAB
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%this is a program that generates trial averages and forms clusters based %on that/Select folder TwoEyeAnalysis/ISI20/LXLXCXCX. Created by Haleh Fotowat. close all clearvars path=uigetdir; cd(path) %read the pooled clustering data load('LXLXCXCX_HA.mat') clear IDX load('Peaks_EXPFits_LXLXCXCX_v2.mat') stim_type_cnt=...
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MATLAB
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function DecodingDuringDelayCrossTemporalBatch3(iFile) if isstr(iFile) iFile = str2num(iFile); end %% %%%%%% PREAMBLE %%%%%% Delays_ = {'Short','Medium','Long'}; Delays__ = {'4s','8s','16s'}; Target = 'AM251'; RunErrors = true; tlimsShort=[0 4]; tlimsMedium=[0 8]; tlimsLong=[0 16]; tlimsShort=[-5 9]; tlimsMedium=...
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MATLAB
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function varargout = splinefileGUI(varargin) % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @splinefileGUI_OpeningFcn, ... 'gui_OutputFcn', @splinefileGUI_OutputFcn, ... 'gui_Layout...
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MATLAB
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function [mydata, myt, myavg, bins]=tpquickpsthsliding(dirname, channel, stimcodes, pixels, plotit, names,windowsize,stepsize,basemeth,blst) % TPQUICKPSTH - Gives a peristimulus time histogram for one stimcode % % [DATA, T, AVG, WINDOWTIMES]=TPQUICKPSTHSLIDING(DIRNAME, CHANNEL, % STIMCODES, PIXELS_OR_DATA, PLOT...
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MATLAB
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clear all; close all; Out_Stages=1; % {1,2,3,4,5,...} DatasetNum=1; FileRun = ['Run',num2str(DatasetNum)]; %Run1, Run2, Run3, Run4, Run5, Run6,... genesCompressed = 'no'; % 'no', 'yes' Directory = ['Models/',FileRun,'/Stage1']; FILES = {'PDX_Paclitaxel','PDX_Gemcitabine','PDX_Cetuximab','PDX_Erlotinib','TCGA_Docetaxe...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_SanesLab_v2(CONFIG, RUNTIME, AX) %RUNTIME = ep_TimerFcn_Start_SanesLab_v2(CONFIG, RUNTIME, AX) % %Custom function for SanesLab epsych % %Initialize parameters and take care of some other things just before %beginning experiment. Currently supports aversive and appetitive go-nogo %GU...
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MATLAB
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function Cooling_test_matched_sessions % Start be defining the limits above and below which you consider cooled % and control data (thresholds equal to or below/greater than) options = struct('coolThreshold', 11,... 'warmThreshold', 35); % Define colors c = struct('ctrl',[0 0...
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MATLAB
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function DecodingDuringDelayCrossTemporalBatch(iFile) if isstr(iFile) iFile = str2num(iFile); end %% %%%%%% PREAMBLE %%%%%% Delays_ = {'Short','Medium','Long'}; Delays__ = {'4s','8s','16s'}; Target = 'LONG'; RunErrors = false; tlimsShort=[0 4]; tlimsMedium=[0 8]; tlimsLong=[0 16]; tlimsShort=[-5 9];...
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MATLAB
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% Some summary analyses for the MCMC output for the cosine-tuning model % inputs: % samples - the structure of sampels returned by the GMLM % HMC_settings - the settings used for the samples (only needs to know how many burn-in samples) % bases - the filter basis structure % delta_t - the bin ...
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MATLAB
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%#ok<*MATCH3> function dataOut = KINARM_add_hand_kinematics(dataIn) %KINARM_ADD_HAND_KINEMATICS Calculate hand velocity and accelerations. % DATA_OUT = KINARM_ADD_HAND_KINEMATICS(DATA_IN) calculates the hand % velocities, accelerations and commanded hand forces from the joint % velocities, accelerations and motor ...
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MATLAB
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296
function [lfp,lfpFs] = offlineExtractLFP(tank,block,sevName,lfpFs,Hd,delineF,plx,rectify) % [lfp,lfpFs] = offlineExtractLFP(tank,block,sevName,lfpFs,Hd,delineF,plx,rectify) % % Filter for local field potential signal from raw streamed data and % downsample. Uses acausal filter (filtfilt) to avoid phase distortions. % ...
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MATLAB
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217
function params = setNeuroPattParams(params, name, value, fs) % SETNEUROPATTPARAMS Sets all parameters in the NeuroPatt toolbox % PARAMS = SETPATTERNPARAMS(FS) sets all parameters in the PARAMS % structure using parameter values listed below using sampling frequency % FS (in Hz) % % PARAMS = SETPATTERNPARAMS(PA...
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MATLAB
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% PURPOSE: pop_rename2chan.m is to change the channel names % % % FORMAT : % % pop_rename2chan(ALLEEG, CURRENTSET, parameters); % % ALLEEG - structure array of EEG structures % CURRENTSET - Index for current EEGset % The available parameters are as follows: % %ChanArray -index(es) for the selecte...
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MATLAB
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function twophotonbulkload(command, thefig) % TWOPHOTONBULKLOAD - View/Manage a two-photon bulk loading experiment % % TWOPHOTONBULKLOAD([EXPERDIR]) % % Opens a window for managing a % two-photon bulk load experiment % % Optional argument EXPERDIR can be the directory of an % experiment. if nargin<2, % i...
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MATLAB
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function Assemblies = MakebestEnsembleAssems(UnitsReal,Ltrials_,Rtrials_,MaxSize,JointOnly,DestroyNoiseCorrs,noTrials,nReps) %% % Compared decoding performance from aggregated cell assemblies. % Search is two step: first round is an all-to-all pairwise exhaustive % search. Best pair is chosen, then remaining units ...
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MATLAB
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function solutions = simulation_boundariesCondition(model, radii) % Script for potentials extraction in MPH files for boundaries condition % The script cycle on the number of boundaries condition (number of saline % cylinders) and the number of testing condition (points of stimulation); % for each combination of th...
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MATLAB
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function [bestLocalProjections, bestSigmaValues, bestDiffSigmaValues, localDistances, bestNeighborCounts, distanceRatios] = findBestAxes(dynamicsStream, calcIndex, meanDistanceMatrix, verbose) bestSigmaValues = []; bestNeighborCounts = []; bestLocalProjections = []; distanceRatios = []; bestDi...
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MATLAB
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function [numFibersAtPercepThreshold, placements, endo, percepThresholds, expAS, fascicle, sensation, center, ratio] = fascicle_for_perception(iSubject, multipleFasc, factor) % returns numFibersAtPercepThreshold(iOrientedPlacement, iElectrode, iAS) % num_fibers_for_perception(1, 'D:\'); nrnModel = 'MRG'; [modeLis...
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MATLAB
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function varargout = Allman_TOJ_2AFC_Monitor(varargin) % ALLMAN_TOJ_2AFC_MONITOR MATLAB code for Allman_TOJ_2AFC_Monitor.fig % % DJS 7/2015 % Last Modified by GUIDE v2.5 14-Jan-2016 17:16:15 % Begin initialization code - DO NOT EDIT gui_Singleton = 0; gui_State = struct('gui_Name', mfilename, ... ...
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MATLAB
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%% Feature cluster first-level ridge regression with nuisance-regressors (lambda is optimized for the whole model, one model for regression) % 1. A fraction af voxels common to both population level grey matter mask and epi mask % is chosen for ridge parameter optimisation (would be computationally prohib...
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MATLAB
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181
function [newtimes,frame2dirnum] = fitzcorrecttp(params, dirname) % FITZCORRECTTP - Corrects time for prairieview twophoton files % % [FRAMETIMES,FRAME2DIRNUM] = ... % FITZCORRECTTP({PARAMSTRUCT}, TIMEFILENAME) % % Corrects the self-reported frame triggers of the PrairieView % two-photon to be consistent with t...
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MATLAB
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294
function [stats,st] = SStat_mass_CoxPH(X,d,t,Y,maskvtx,prs,e) % [stats,st] = SStat_mass_CoxPH(X,d,t,Y,maskvtx,prs,e) % % Vertex/voxel-wise parameter estimation for the Cox proportional hazards % model. Survival time ties are handled using Efron's method. % % Input % X: Design Matrix with the time-independent covariat...
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MATLAB
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function DB_NewDatabase(name) % DB_NewDatabase(name) % % Use to create all tables for a new database with the name of the input % parameter NAME. % % DJS (c) 2013 dbs = dblist; if any(strcmpi(dbs,name)) fprintf(['A database called "%s" already exists on the server ', ... '... rebuildi...
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MATLAB
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206
function varargout = NeuroPattGUI(varargin) % NEUROPATTGUI MATLAB code for NeuroPattGUI.fig % NEUROPATTGUI, by itself, creates a new NEUROPATTGUI or raises the existing % singleton*. % % H = NEUROPATTGUI returns the handle to a new NEUROPATTGUI or the handle to % the existing singleton*. % % NE...
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MATLAB
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% % This script produces supplementary figure 1 - relation between age (years) and latency (ms) at different stimulation currents % % Max van den Boom, Dorien van Blooijs, 2023 clear close all clc warning('on'); warning('backtrace', 'off') minDataPoints = 10; % minimum data-points to correlate and linear-fit %%...
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MATLAB
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233
function [reg_c,rho_c,eta_c] = l_corner_modified(rho,eta,reg_param,U,s,b,method,M) %L_CORNER Locate the "corner" of the L-curve. % % [reg_c,rho_c,eta_c] = % l_corner(rho,eta,reg_param) % l_corner(rho,eta,reg_param,U,s,b,method,M) % l_corner(rho,eta,reg_param,U,sm,b,method,M) , sm = [sigma,mu] % % ...
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MATLAB
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224
function data = collapse (data, factors2collapse, averageTrials) % COLLAPSE Collapses factor in a multi-dimensional array of condition-average data or trial data. % % [data] = COLLAPSE(data,2) collapses second dimension of data % [data] = COLLAPSE(data,[2 3]) collapses second and third dimensions of dat...
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MATLAB
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% PURPOSE : Export ERP eventlist to text file % % FORMAT : % % pop_exporterpeventlist( ERP, 1, elname ); % % % INPUTS : % % ERP - input dataset % Elname - file output % % OUTPUTS : % % .txt - Text file 'elname.txt' % % % EXAMPLE : % % pop_exporterpeventlist( ERP, 1, '/Users/etfoo/Documents/MATLAB/t...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_SanesLab_v2(CONFIG, RUNTIME, AX) %RUNTIME = ep_TimerFcn_Start_SanesLab_v2(CONFIG, RUNTIME, AX) % %Custom function for SanesLab epsych % %Initialize parameters and take care of some other things just before %beginning experiment. Currently supports aversive and appetitive go-nogo %GU...
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MATLAB
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function RUNTIME = ep_TimerFcn_RunTime_AMTempIntegration_SanesLab(RUNTIME, AX) % RUNTIME = ep_TimerFcn_RunTime_SanesLab(RUNTIME, RP) % RUNTIME = ep_TimerFcn_RunTime_SanesLab(RUNTIME, DA) % % SanesLab RunTime timer function % % Daniel.Stolzberg@gmail.com 2014. Updated by ML Caras 2015 global GUI_HANDLES CONSEC_NOGOS ...
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MATLAB
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function Model_Learning_f0(p1,p2) %p1: seed for random number and p1=1:1:\mu. There are \mu independent simulations %p2: Pattern frequency. Every f learning cycle, the embedded pattern is shown. %p2=1: f_0 = 0.1 ; p2=2: f_0 = 0.01 ; p2=3: f_0 = 0.02 rng(10+(p1-1)*1e6); Ntrials_1=2000; %Ntrials_1: number ...
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MATLAB
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function celllist = draw_adaptivethreshold(parameters, inputs) % DRAW_ADAPTIVETHRESHOLD- Import a cell list from drawing of centroids. % % CELLLIST = DRAW_ADAPTIVETHRESHOLD(PARAMETERS, INPUTS) % % PARAMETERS should be a structure with the following entries: % localwindowsize Local window size [x y] % p...
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MATLAB
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function ret = gfigure(varargin) % GFIGURE is... % - A package to let figure windows appear automatically in grid style alignment % - A command to batch resize and organize figures in grid style % GFIGURE supports multiscreens. You can specify which screen to show figure windows on. % Automatic alignment requires ...
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MATLAB
8,304
187
function [newtimes,frame2dirnum] = tpcorrecttptimes(params, filename) % TPCORRECTTPTIMES - Corrects time for prairieview twophoton files % % [FRAMETIMES,FRAME2DIRNUM] = ... % TPCORRECTTPTIMES({PARAMSTRUCT}, TIMEFILENAME) % % Corrects the self-reported frame triggers of the PrairieView % two-photon to be consist...
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MATLAB
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%%%%%%%%%%this script produces masked images for hands only when hands %%%%%%%%%%are annotated with details.%%%%%%%%%%%%%%%%%%%% %%%%This script also visualizes the output %%%%%%%% images written to the output directory. %%%%%%%% Comment out all imshow() statements if you want to speedup the %%%%%%%% execution ...
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MATLAB
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% PURPOSE : Loads MVPCset(s) % % FORMAT : % % MVPC = pop_loadmvpc(parameters); % % PARAMETERS : % % 'filename' - MVPCset filename % 'filepath' - MVPCset's filepath % 'Warning' - 'on'/'off' (def) % 'UpdateMainGui' - 'on'/'off' (def) % % % OUTPUTS : % % MVPC - output MVPCs...
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MATLAB
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function RUNTIME = ep_TimerFcn_Start_TwoInterval_SanesLab(CONFIG, RUNTIME, AX) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, RP) % RUNTIME = ep_TimerFcn_Start_SanesLab(CONFIG, RUNTIME, DA) % % Sanes Lab Start timer function % % Initialize parameters and take care of some other things just before % beginning...
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MATLAB
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clear all; addpath('../'); % Gives me: X (labels), Y (data), time tmp = load('../examples/testdata_2class.mat'); Y = tmp.Y; % Y: features x time x trials X = tmp.X'; time = tmp.time; label = tmp.label; numF = size(Y, 1); numT = size(Y, 2); numN = size(Y, 3); %% 1. Select time point of interest sel_t =...
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MATLAB
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function r = irepifitvol(varargin) version = '$Id: irepifitvol.m,v 1.2 2016/04/11 03:19:06 greve Exp $'; r = 1; cmdargs.involfile = ''; cmdargs.maskfile = ''; cmdargs.configfile = ''; cmdargs.outdir = ''; cmdargs.skip = 7; cmdargs.nacqexclude = 0; cmdargs.nminexclude = 0; cmdargs.ndummies = 10; cmdargs.ROFlip = 65; %...
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MATLAB
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%NEED TO CHECK % % sourceSignal=PRODUCEEXPERIMENTSIGNALS_FLICKERFREQUENCY(experimentType,duty_cycle_LED,duty_cycle_sound,sound_frequency,type_of_burst,sample_rate) % % Produces a structure that provides information about trials of sensory % flicker stimulation, to be eventually run on the NIDAQ. This is the % data that...
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MATLAB
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% PURPOSE: subroutine for pop_appenderp % appends ERPsets % % FORMAT: % % [ERP serror] = appenderp(ALLERP,indx, prefixes) % % Inputs: % % ALLERP - structure containing more than 1 erpset (ERP structure) % indx - erpset indices to append (from ALLERP) % prefixes - prefixes to be added to the appe...
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MATLAB
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classdef ReviewClipTable %UNTITLED Summary of this class goes here % Detailed explanation goes here properties ClipTable CurrentClipNumber % CurrentClip end methods function self = ReviewClipTable(clipTable) if any(strcmp('Features', clipTable.Propert...
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MATLAB
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function check_bedrosian % % function to check if the Bedrosian assumptions are violeted % for band pass filtering 0.01-0.08 and 0.04-0.07 % % Pachaud et al., (2014) % Consequences of non-respect of the Bedrosian theorem when demodulating % % Useful bandwidth Bphase =2(modulation index +1)*freq of modulation signal % ...
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MATLAB
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% PURPOSE : Create table of EEG artifact detection summary % % FORMAT : % % Pop_summary_AR_erp_detection(EEG, fname); % % EXAMPLE : % % Pop_summary_AR_erp_detection(EEG, 'C:\Users\Work\Documents\MATLAB\test.txt'); % % % INPUTS : % % Fname - File name and path % % OUTPUTS : % % -Text file with saved EEG a...
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MATLAB
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clearvars close all clc %load data datafiles = { 'Rat Baseline Dataset/Rat_MEA2Baseline_DIV22_raster_3D_A2_trial1.mat', 'Rat Baseline Dataset/Rat_MEA2Baseline_DIV22_raster_3D_A3_trial2.mat', 'Rat Baseline Dataset/Rat_MEA2Baseline_DIV22_raster_3D_A4_trial3.mat', 'Rat Baseline Dataset/Rat_MEA2Baseline_D...
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MATLAB
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function portName = crsFindSerialPort(deviceName) % crsFindSerialPort % Searches for a USB CDC virtual serial port connected to deviceName % % Usage: % portName = crsFindSerialPort(deviceName) % % deviceName must be one: Bits#, BlueGain, BOLDscreen, ColorCAL, % SpectroCAL, Display++ or LiveTrack % % Example: % portName...
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MATLAB
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function TRIALS = TrialFcn_StimDetect_LOMBER(TRIALS) % TRIALS = TrialFcn_StimDetect_LOMBER(TRIALS) % % Custom trial selection function for time order judgement (TOJ) stimulus % detection task. % % TrialTypes: % Standard trial = 0 % Deviant trial = 1 % % Parameters from protocol file used in this function % Tri...
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MATLAB
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function varargout = Appetitive_Training_Menu(varargin) % This GUI lanuches a menu that allows a user to select a % appetitive training paradigm. Paradigms are as follows: % % Pure Tone Training Stage 1: % A pure tone is generated by default. Water is available at the spout % as long as the pure tone is on. The ...
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MATLAB
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228
function DecodingDuringDelayCrossTemporalBatch3JA(Target,iFile) if isstr(iFile) iFile = str2num(iFile); end %% %%%%%% PREAMBLE %%%%%% Delays_ = {'Short','Medium','Long'}; Delays__ = {'4s','8s','16s'}; % Target = 'AM251'; % iFile =1 RunErrors = true; tlimsShort=[0 4]; tlimsMedium=[0 8]; tlimsLong=[0 ...
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MATLAB
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clc; clear all; close all subjects = [3 4 5 6 7 8 9 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33]; %% %%% subject 1-2 are pilot subjects using a slightly different paradigm, so %%% we did not pay for the scans! %%% and we did not analyse their data! num_subjects = length(subjects); mat2=[]...
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MATLAB
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function RunAnalysis(QUIQI,AnalType) % Runs image analysis. % % INPUTS: % - QUIQI: structure containing the information required for the analysis. Computed by PrepAnalysis.m % - AnalType: analysis type. Initialized in RunQUIQI.m. % % OUTPUTS: % none % % If paralell processing is prefered: uncom...
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MATLAB
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function [bhv, paperVal] = analyseBehavior(dataPath,animalID) %% %function analyseBehavior paperVal.info = ... 'all values of the paper, first row is bird one, second row is bird 2'; %% set variables %set to NaN to ensure that code works if only one bird is analyzed bhv.perf{2,1}.averagePerformance(:,1:4) = ...
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MATLAB
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%% KStest for PCF Time Point Experiments root = 'C:\Data\Daniela\ACV_Water\Data_Stats\'; dirAnaly = 'C:\Data\Daniela\ACV_Water\Data_Stats\KS_Test_Histograms_Last20Sec_PCF_TP\'; %% Within % Cond 1 [h,p,ks2stat] = kstest2(HisBinProb_PCF_TP1_Cond1,HisBinProb_PCF_TP2_Cond1); p_TP1vTP2_Cond1 = p; cl...
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MATLAB
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function handles = updateIOPlot_SanesLab(handles,variables,HITind,GOind,REMINDind) %handles = updateIOPlot_SanesLab(handles,variables,HITind,GOind,REMINDind) % %Custom function for SanesLab epsych % %This function creates an xy plot of either hit rates or d' %values (y) as a function of the value of a user-specified va...
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MATLAB
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function varargout = TOJ_Monitor(varargin) % TOJ_MONITOR MATLAB code for TOJ_Monitor.fig % TOJ_MONITOR, by itself, creates a new TOJ_MONITOR or raises the existing % singleton*. % % H = TOJ_MONITOR returns the handle to a new TOJ_MONITOR or the handle to % the existing singleton*. % % TOJ_MONIT...
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MATLAB
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% PURPOSE: splits channel array into left and right channels % % FORMAT: % % varargout = splitbrain(ERP, varargin) % % % INPUT : % ERP - Event Related Potential structure % % OUTPUT : % MatChan - Left and Right channels matched homotopically % MatChan(:,1): Left channels % ...
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MATLAB
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% PURPOSE: splits channel array into left and right channels % % FORMAT: % % varargout = splitbrain(ERP, varargin) % % % INPUT : % ERP - Event Related Potential structure % % OUTPUT : % MatChan - Left and Right channels matched homotopically % MatChan(:,1): Left channels % ...
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MATLAB
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sound_click_freq=input('Specify Number of Sound Clicks Per Second: '); LED_blink_freq=input('Specify Number of LED Blinks Per Second: '); %stimuli_duty_cycle_sound=input('Specify Duty Cycle For Sound Stimulus (ex. 50 means 50%): '); click_on_duration_sound = input('Specify Sound Click Duration (ex. 1 means 1 ms): '); %...
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MATLAB
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function mesh = set_up_mesh(G) %set_up_mesh(G) Set up vectors containing the indices of the different %types of nodes % Read geometry Nx = G.Nx; Ny = G.Ny; Nz = G.Nz; N = G.N; % Set up indices for outer boundary % Set up indices for outer boundary (corners) mesh.e_lsw = 1; mesh.e_lse = Nx; mesh.e_lnw = (Ny-1)*Nx + ...
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MATLAB
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function shifts_g = rigid_mcorre(Y,options,template) % online motion correction through DFT subpixel registration % Based on the dftregistration.m function from Manuel Guizar and Jim Fienup % INPUTS % Y: Input data, can be already loaded in memory as a 3D % tensor, a memory mapped fil...
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MATLAB
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304
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Copyright for this implementation: % 2015 - Simona Cocco % cocco@lps.ens.fr % % Permission is granted for anyone to copy, use, or modify this % software and accompanying documents for any uncommercial % purposes, provided this copyright notice...
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MATLAB
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function [bestLocalProjections, bestSigmaValues, bestDiffSigmaValues, localDistances, bestNeighborCounts, distances] = findBestAxes(dynamicsStream, trialStream, calcIndex, meanDistanceMatrix, nearestNeighbors, useLocalDimensions, minReturnTime, verbose) bestSigmaValues = []; bestNeighborCounts = []; bestL...
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MATLAB
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%% Procedure for retrieving LFP data from Tanks cfg = []; cfg.tank = char(TDT_TankSelect); [cfg.TT,~,TDTfig] = TDT_SetupTT; % cfg.block = cfg.TT.GetHotBlock; cfg.block = 5; cfg.usemym = false; cfg.downfs = 600; cfg.datatype = 'BlockInfo'; binfo = getTankData(cfg); cfg.datatype = 'Waves'; data = getTankData(cfg)...
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MATLAB
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216
%% MAIN function to generate the Spike Time Histogram, STH (Figure 9) clear all clc [filename, pathname, filterindex] = uigetfile('*.mat', 'Select NetworkBurst file'); if isempty(strfind(filename,'NetworkBurstDetection')) errordlg('Selection Failed - End of Session', 'Error'); return end cd(pathname); load(fil...
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MATLAB
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201
function [I_ion, S, Sinf, invtau, b, I_Na, I_CaL, I_Kr, I_Ks, I_to, I_K1, I_NaK, I_NaCa] = SecondOrderUpdateTT3epi(V, S, Sinf_old, invtau_old, b_old, dt, I_stim, I_stim_old, params) % This function performs a Rush Larsen timestep of the specified length for % the reduced Ten-Tusscher 2006 model for ventricular myocytes...
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MATLAB
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202
function [I_ion, S, Sinf, invtau, b, I_Na, I_CaL, I_Kr, I_Ks, I_to, I_K1, I_NaK, I_NaCa] = SecondOrderUpdateTT3breakup(V, S, Sinf_old, invtau_old, b_old, dt, I_stim, I_stim_old, params) % This function performs a Rush Larsen timestep of the specified length for % the reduced Ten-Tusscher 2006 model for ventricular myoc...
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MATLAB
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245
function [Cov_comp_vid,Cov_comp_snd,percExpl_vid,percExpl_snd] = getSubspaceOverlap(db,P,subOvP) %% Get the binned data [neurAll,~,motDat,baseIdx] = getDataBinnedToVideoFrames(db,P,subOvP); %% Get subspace overlap motionCompNum = subOvP.motionCompNum; lagbins = subOvP.lagbins; shuff = subOvP....
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MATLAB
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336
% This function is a combination of the zeroaxes.m from Andrew Knight and axescenter.m from Matt Fig. % I just took the best of them to allow the axes look nice (crossing at the origin) and being able to be interactive. % % *** This function is part of ERPLAB Toolbox *** % Author: Guanghui Zhang % Center for Mind and B...
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MATLAB
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249
function [data] = SEV2mat(SEV_DIR, varargin) %SEV2MAT TDT SEV file format extraction. % data = SEV2mat(SEV_DIR), where SEV_DIR is a string, retrieves % all sev data from specified directory in struct format. SEV files % are generated by an RS4 Data Streamer, or by setting the Unique % Channel Files option in S...
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MATLAB
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% PURPOSE: subroutine for pop_importeventlist.m % imports EVENTLIST, from a text file, into the ERP structure % % FORMAT: % % [ERP EVENTLIST serror] = importerpeventlist(ERP, elfilename ) % % INPUTS: % % ERP - ERPset % elfilename - text file % % OUTPUT % % ERP - EVENTLIST s...
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MATLAB
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228
function Model_Learning_NET_3(p1) %p1: seed for random number and p1=1:1:\mu. There are \mu independent simulations. %w =ab, w: W_vec, a: W_veca, b: W_vecb SDF1=10+(p1-1)*1e6; rng(SDF1); Ntrials0=2000; %%Step 1: There is no embedded pattern in afferents for 2000 learning cycles. Ntrials1 =20000; %%Step...
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MATLAB
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305
%% LR reinforced with two action states clear all tic %Number of trials Ntrials = 2000; %Number of rats Nrats = 100; %Learning paramaters alpha = 0.02; % alpha; learn rate for state value estimation beta = 0.04; % beta; learn rate for action probability update gamma = 0.8; % discount ...
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MATLAB
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224
function [resp] = tpTCDragoi(dirname, paramname, pixels, plotit, names, trials, tint,sptint, blst, basemeth) % TPTCDRAGOI - Modified TC for Dragoi, PrairieView two-photon data % % RESPS = TPTCDRAGOI(DIRNAME, CHANNEL, PARAMETER, PIXELS_OR_DATA, PLOTIT, NAMES, % [TRIALS], [T0 T1],[SP0 SP1],BLANKSTIMID,BASEL...
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MATLAB
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function varargout=sigstar(groups,stats,nosort) % sigstar - Add significance stars to bar charts, boxplots, line charts, etc, % % H = sigstar(groups,stats,nsort) % % Purpose % Add stars and lines highlighting significant differences between pairs of groups. % The user specifies the groups a...
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MATLAB
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247
function [stats,st] = lme_mass_fit(X,Xcols,Xrows,Zcols,Y,ni,prs,e) % [stats,st] = lme_mass_fit(X,Xcols,Xrows,Zcols,Y,ni,prs,e) % % Location-wise linear mixed-effects estimation. Allows to have different % models across locations (this is useful when there are either missing % values at some locations or the number o...
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MATLAB
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function fibersPerFascicle = fiber_pop(model) % FIBER_POP Creates fiber populations in each chosen fascicles of a given % nerve. % Each fascicle can have from 1 to 5 populations depending on its size. % The nerve and fascicles contours points are given as input in mm. % The stimulation electrode contour is also gi...
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MATLAB
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% PURPOSE : Remove linear trends from each bin of an ERPset % % FORMAT : % % ERP = pop_erplindetrend( ERP,'Baseline', detwindow ); % % INPUTS : % % ERP - input ERPset % Interval - time window to estimate the trend. This trend will be subtracted from the whole epoch. % 'pre'- [-200 ...
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MATLAB
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function varargout = f_ERP_duplicate(varargin) % F_ERP_DUPLICATE MATLAB code for f_ERP_duplicate.fig % F_ERP_DUPLICATE, by itself, creates a new F_ERP_DUPLICATE or raises the existing % singleton*. % % H = F_ERP_DUPLICATE returns the handle to a new F_ERP_DUPLICATE or the handle to % the existing si...
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MATLAB
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315
% PURPOSE : Exports MVPC set to text % % FORMAT : % % MVPC = pop_mvpc2text(MVPC, filename, binArray, parameters) % % % INPUTS : % % MVPC - MVPCset (ERPLAB structure) % filename - filename of outputted file % % % The available parameters are as follows: % % 'time' - 'on'=include time...
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MATLAB
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268
function [ NewVerts, NewFaces, iVertsNotToPrune ] = StitchFaces( Verts, Faces, iVertsToPrune) %STITCHFACES Given a list of verticies and list of triangle faces stitch %the faces together where triangles overlap. Return new verticies created %and a copy of the Faces matrix with the fixes. The Verts should be %appended...
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MATLAB
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%Muthuraman TPDC code created 04-03-2016 tic %%%%%%%%%%%%%%%%%%%%%% EEG %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% close all addpath 'E:\Flexibility\TPDC' addpath E:\Flexibility\TPDC\arfit load('dataout.mat'); for k = 1 close all a=data_out(:,:); b1(1,:)=a(1,:);b1(2,:)=a(2,:);b1(3,:)=a(3,:);b1(4,:)=a(...
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MATLAB
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228
%% %%%%%% PREAMBLE %%%%%% clear Target = 'LONG'; bw=0.05; clear Av warning ('off') if ispc pat = 'C:\Analysis\AssemblyAnalysis\raw\'; elseif ismac pat = '/Volumes/HDD2/DNMTP/raw/'; else path(path,'/panfs/panasas01/phph/ad15419/MATLAB') home = getenv('HOME'); cd ([home '/MATLAB/MichalDataAna']) p...
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MATLAB
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252
%% Align loops BINS_PER_LOOP = ceil(TOTAL_LOOPS / maxClusters); terminalStateID = max(clusterIDs) + 1; averageLoops = []; averageErrors = []; totalPoints = []; stateMap = zeros(size(clusterIDs,1),2); for i = 1:maxClusters clusterLoops = uniqueLoops(find(loopClusterIDs == i)); if ismember(terminalStateI...
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MATLAB
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function [ hubscore, hubs, hcorr ] = get_hub_score_wei_und(mat,hubdeff,hubtype,prcnthub) % various ways to determine which nodes might be hubs if nargin<2 hubdeff = 'betzel2014' ; end if nargin<3 hubtype = 'rank' ; end if strcmp(hubtype,'rank') hubrank = 1 ; elseif strcmp(hubtype,'zscore') hubrank = ...
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MATLAB
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300
function varargout = AMRate_jitter_gui(varargin) % BASIC_CHARACTERIZATION MATLAB code for basic_characterization.fig % BASIC_CHARACTERIZATION, by itself, creates a new BASIC_CHARACTERIZATION or raises the existing % singleton*. % % H = BASIC_CHARACTERIZATION returns the handle to a new BASIC_CHARACTERIZA...
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MATLAB
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262
% Code to produce Supplementary Fig. 5 % Opto SUA population analysis and depth plot addpath data % load data load Suppl_Fig5_data.mat % define statistical thresholds rsTalpha = 0.05; % alpha threshold for ranksum test stdThresh = 3.00; % sdt threshold over baseline %% extract trial average firing rate...
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MATLAB
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147
function [hdot pV]=simpleDotPlot(Pos,data,sizeDot,colorBar,widthBar,colorError,markerType,sigFlag,widthLine,spreadFlag,boxFlag) % INPUT: % - Pos : x-position of the center of the bar % - data : vector of data to plot % - colorBar : color of the bar (string or RGB value or 2 RGB values % (line and cent...