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MATLAB
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function [dy_values, Ny] = set_up_dy(G) % Set up adaptive mesh increase_factor = G.increase_factor_y; G.Na_channel_start_y = (G.Na_channel_end_y+G.Na_channel_start_y)/2 - 1; G.Na_channel_end_y = G.Na_channel_start_y + 2; G.K_channel_start_y = (G.K_channel_end_y+G.K_channel_start_y)/2 - 1; G.K_channel_end_y = G.K_chan...
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MATLAB
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% returns scoreMean, scoreSTD maxTime = 10; scoreMean = 0; scoreSTD = 0; if size(validationEmission, 2) ~= size(finalDynamicsStream,2) disp(['Test data must have ' num2str(originalDataSize(1)) ' CHANNELS']); return; end if size(validationEmission, 1) ~= size(validationModel,2) disp(['Emission matrix mu...
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MATLAB
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function Spikes = pp_sort_session( subject, session, block, datadir, Threshold ) % % pp_sort_session( subject, session) % Loads Phys struct to run data through UMS spike sorting algorithm, and % creates the main output Spikes.clustered, which contains all relevant % sorting info and results from UMS. Note:...
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MATLAB
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function gr = lme_mass_RgGradient1(X,Zcols,SIGMA,W,invH,L,phi,re,ni,G,GDa,GDb) % gr = lme_mass_RgGradient1(X,Zcols,W,invH,L,phi,re,ni,G,GDa,GDb) % % Gradient vector of the restricted log-likelihood for a whole region. This % is less computationally efficient than lme_mass_RgGradient but more % numerically stable. % %...
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MATLAB
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clc;clear;close all; rng(2^28) Fig10 = figure(); N_mu=50; %There are \mu independent embedded patterns, 500 simulations (number of simulations) N_psn=30; %number of post-synaptic neurons em=10; % number of embedded patterns delt = 0.1; %integration steps TP=50/delt; %pattern length (ms/delt= steps) w_m...
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MATLAB
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%% win = [0.03 0.6]; binsize = 0.005; unit = getpref('DB_BROWSER_SELECTION','units'); st = DB_GetSpiketimes(unit); P = DB_GetParams(unit,'unit'); [data,vals] = shapedata_spikes(st,P,{'BuID'},'win',win,'binsize',binsize, ... 'returntrials',true); %% pn = 'D:\Dropbox\PROJECTS\Electrophysiology\Dan''s Project...
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MATLAB
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%% 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/58262-shaded-area-error-bar-plot". % ----------------------------------------------------------------------- % % Fu...
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MATLAB
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function dose_response_linearFit(inData,cluster, cluster2Plot,xValues,in_plotFit,yTitle, xTitle, xTitleMod) %UNTITLED5 Summary of this function goes here % inData: sweeps_Sorted matrix % cluster2Plot: cluster_hits{clusterCol}, index with cluster hits for % cluster of interest % xValues: forceSteps_Sorted % ...
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MATLAB
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%% GMLM.computeMLE % optimizes the log-likelihood of the GMLM using quasi-newton optimization % % inputs: % params_init (OPTIONAL) :a param struct of the initial value of the optimization. If not given or empty, a random initialization point will be generated by GMLM.getRandomParamStruct % % optional ke...
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MATLAB
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% Training an LSTM function [ trainPerformance,testPerformance, trainrmse, testrmse ] = LSTM_Net (Input,Target,Inds,trial) trainrmse= cell(1,size (Inds,1)); % cell array for saving the RMSE values for train set testrmse= cell(1,size (Inds,1)); % cell array for saving the RMSE values for test set ...
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MATLAB
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function [NextTrialID,LastTrialID,Next_trial_type,repeat_flag] = ... appetitive_trialselect_SanesLab(TRIALS,remind_row,... trial_type_ind,LastTrialID,repeat_flag,varargin) %[NextTrialID,LastTrialID,Next_trial_type,repeat_flag] = ... % appetitive_trialselect_SanesLab(TRIALS,remind_row,trial_type_ind,... % ...
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MATLAB
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function [ ] = draw_convergence_sequence(problem, opt_sol, algorithms_list, w_history, cost_history) % Draw convergence sequence. % % Inputs: % problem function (cost/grad/hess) % algorithms_list algorithms to be evaluated % w_history solution history produced by each algori...
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MATLAB
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function model = qtip_pipe_SDPdc_SDPdcm(data,btensors,mask,nvox,mcheckflag,ind,parallel,cvxsolver) % function qtip_pipe_SDPdc_SDPdcm() % % % utility to not have to reshape the data between fits % reshape data and retain voxels within the mask siz = size(data); data = reshape(data, prod(siz(1:3)), siz(4))'; ...
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MATLAB
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function [PeaksData, PercAct, Good_TC ]= Func_EventDetection(T_Cells_DF_nosub,t , mskNrn, im_stack, T_date, T_num) amp = 1; % min Amplitude of Peak in % prom = 2 ;% min Prominance of Peak in % minWid = .05; % min Width of peaks in sec maxWid = 200; % min Width of...
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MATLAB
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%% Compute correlation coefficeients for all compenents between groups from GIFT output GroupAnii = 'H:\DataProcessing\GIFT_Output_161208\g161208_mean_component_ica_s_all_.nii'; GroupBnii = 'H:\DataProcessing\GIFT_ED_161213\ED_mean_component_ica_s_all_.nii'; % GroupAnii = 'H:\DataProcessing\GIFT_Output_161208\g161208_...
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MATLAB
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% PURPOSE: updates marks for artifactual channels (EEG.reject) % % Format % % EEG = update_rejEfields(EEG) % % % *** This function is part of ERPLAB Toolbox *** % Author: Javier Lopez-Calderon & Steven Luck % Center for Mind and Brain % University of California, Davis, % Davis, CA % 2009 %b8d3721ed219e65100184c6b95db2...
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MATLAB
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% CALCULATEFINGERSHARING - calculate the finger sharing at peak force for each trial function [meancontribution,contributions] = calculateFingerSharing(subject,toplot,insubplot,dirnames,filtered,forcerate,ages,blacklist) if nargin<4 global dirnames MVCs filtered time m blacklist; ages = ages; end if nargin<...
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MATLAB
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function [ ] = display_regression_result(problem, w_opt, algorithms_list, w_list, y_pred_list, mse_list, x_train, y_train, x_test, y_test) % Display results of regression problem. % % Inputs: % problem function (cost/grad/hess) % w_opt solution % algorithms_list algorithms...
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MATLAB
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function [stats,st] = lme_FSfit(X,Zcols,y,ni,e) % [stats,st] = lme_FSfit(X,Zcols,y,ni,e) % % Linear mixed-effects estimation by the Fisher scoring algorithm. % % Input % X: Ordered (according to time for each subject) design matrix (nmxp, nm % total # of maps, p # of fixed effects). % Zcols: Vector with the indices o...
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MATLAB
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function [Hits,FAs] = EuclideanDistanceClassifier(Data1,Data2,prop_trials,Dconvolve,tau) Nogo = Data1; Go = Data2; num_iterations = 250; % number of decoder iterations for each stimulus Hits = nan(num_iterations,1); FAs = nan(num_iterations,1); for i = 1:num_iterations %---Go trials---% nGos = size(Go,1...
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MATLAB
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% PURPOSE: pop_suffixerp.m % add suffix to ALLERP names % % FORMAT: % [ALLERP, erpcom] = pop_suffixerp( ALLERP, 'suffixstr',suffixstr,... % 'Saveas', 'off', 'History', 'gui'); % Inputs: % %ALLERP -ALLERP structure %suffixstr -strings for erpsets % *** This function is part of AL...
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MATLAB
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% CSD - Current Source Density (CSD) transformation based on spherical spline % surface Laplacian as suggested by Perrin et al. (1989, 1990) % % (published in appendix of Kayser J, Tenke CE, Clin Neurophysiol 2006;117(2):348-368) % % Usage: [X, Y] = CSD(Data, G, H, lambda, head); % % Implementation of algo...
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MATLAB
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function KM_wrapper(fpath,k,delta_f_0,xi,a_max,n_a,f0_min,f0_max,n_f0,... zeta,PRCfName,N,n_tr,n_pulses,dt,f_stim,freqSet,n_same,rndCycling) %%% Wrapper for computing the rotation number, mean instantaneous frequency, and PLV %%% in the Kuramoto model with and without dithering/frequency toggling. %%% Designed to ...
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MATLAB
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function [endo_correct] = correct_endo_geom(endo, electrode) % CORRECT_ENDO_GEOM Subtract the geometry of the electrode to the % endoneuriums volume. % The function subtract the geometry of the electrode from the fascicles % geometry. This is necessary in order to avoid the neural fiber to run % over the electr...
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MATLAB
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clc close all clear all c = 299792457; % Speed of Light dx = 1.1e-3; dT = dx / (c*sqrt(2)); %time interval Nt=1000; centre_frequency = 1e9 ; t=-5:0.1:5; pulse2=sinc(t);%creating copy of the radiating signal Ts=1/200; %sampling period first=41; last=61; mid=(first+last)/2; ypat=pulse2(first:last); % tr...
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MATLAB
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function [trl,event] = trialfun_tdt(cfg) % [trl,event] = trialfun_tdt(cfg) % % Returns trl and event structures for use with FieldTrip % % cfg.tank ... registered tank name (or full path to tank) % .block ... scalar integer of a single tank block to process % .blockroot ... root ...
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MATLAB
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classdef Model properties epi, endo, electrode, activeSites, iAS, fascIds, fibers, Q, fiberActive, nrnModel = '', motorFasc = 0, refFasc = 0, fiberType = logical.empty, % logical iFiber x iFiberType fibe...
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MATLAB
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function FracCorr=DecodePredErrCrossTemporal_CV_GPU_old(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: Regularization parameter % %...
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MATLAB
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function [drref,drls] = tpdriftcheckls(thedirname, channel, searchx, searchy, refdirname, refsearchx, refsearchy, howoften, avgframes, writeit, brightnesscorrect, domedfilter, doplotit) % TPDRIFTCHECKLS - Checks two-photon linescan data for drift % % [DRREF,DRLS] = TPDRIFTCHECKLS(DIRNAME,CHANNEL,SEARCHX, SEARCHY, ...
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MATLAB
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function [fibers] = place_fiber_cross_inv_square(endos, idFascicle, diam, diamCounts, fibp, startCross, minFiberDist, log) % PLACE_FIBERS Places fibers of each population in minimal cross-sectional % area of the fascicle fascicles. % % [fiberPos] = place_fiber_cross(populations, fascID, nbPop, diam, ... % d...
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MATLAB
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function [] = test_image_inpainting() % This code partially comes from https://github.com/dlaptev/RobustPCA. clc; clear; close all; %% Set algorithms if 0 algorithms = gd_solver_list('ALL'); else algorithms = {'ADMM-robustPCA'}; end %% prepare...
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MATLAB
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function varargout = acqmat2mat(acqmatfile, acqmatpath, chans, plotOK, saveOK) % ACQMAT2MAT Convert Acknowledge Matlab (.mat) to EDA Toolbox Matlab (.mat) % file format. % ACQMAT2MAT(acqmatfile, acqmatpath) % % Optional input arguments: % acqmatfile - ACQ file name % acqmatpath - ACQ path name % cha...
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MATLAB
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function [trainedModel, validationRMSE, validationPredictions] = trainRegressionModel(trainingData) % [trainedModel, validationRMSE] = trainRegressionModel(trainingData) % Returns a trained regression model and its RMSE. This code recreates the % model trained in Regression Learner app. Use the generated code to % auto...
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MATLAB
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function LMER_MODES_PID_RAW % Function to prepare the regression table for Linear Mixed-Effects Regression Model % in R % % Fran Hancock % Dec 2021 % fran.hancock@kcl.ac.uk % % % Function to investigate the relationships between time varying measures % of CHI OCC HC and PID and the random effect of RUN % % % Run 1: 1 ...
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MATLAB
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function LMER_MODES_PID_RAW % Function to prepare the regression table for Linear Mixed-Effects Regression Model % in R % % Fran Hancock % Dec 2021 % fran.hancock@kcl.ac.uk % % % Function to investigate the relationships between time varying measures % of CHI OCC HC and PID and the random effect of RUN % % % Run 1: 1 ...
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MATLAB
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clc; clear; close all rng(2^22) Fig2c=figure(); i_t=randi(500); %i'th trial (choose the i'th trial randomly.) N_psn=1; %number of post-synaptic neuron desired_S = 2; % desired number of spikes r0 = 2 Hz w_max = 1; % maximum amount of synapsis. resy = 0.0; %resting potential threshy = 1; % thres...
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MATLAB
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function [Hits,FAs] = CorrelationCoefficientClassifier(Data1,Data2,prop_trials) Nogo = Data1; Go = Data2; num_iterations = 250; % number of decoder iterations for each stimulus Hits = nan(num_iterations,1); FAs = nan(num_iterations,1); for i = 1:num_iterations %---Go trials---% nGos = size(Go,1); % xma...
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MATLAB
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function Phase_sync_metrics %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LEADING EIGENVECTOR DYNAMICS ANALYSIS % % % Function to compute the Kuramoto order parameter, Synchronisation, and % Metastability when state is dominant derived from LAU LEiDA % anaysis for all subjects % % % Fran Hancock % Nov 2021 % fran....
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MATLAB
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classdef DeepActionProject properties ProjectPath % Path to project folder ProjectName % Name of project VerboseLevel = 2 % Level of output to display (0-2) ConfigFile % ConfigFile object for project's config.txt file ClipTable % Table containing project clip data La...
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MATLAB
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% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); %% read in proc spreadsheet filename = [ DD_PROC '/MamiNum_corrected_proc.txt' ] ; ssheet = readtable(filename,'Delimiter','\t') ; %% read in outlier info filename = [ DD_INTERM '/' O...
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MATLAB
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function [RP,RUNTIME] = SetupRPexpt(C) % [RP,RUNTIME] = SetupRPexpt(C) % % Used by ep_RunExpt when not using OpenEx % % Where C is an Nx1 structure array with atleast the subfields: % C.OPTIONS % C.MODULES % C.COMPILED % % % RUNTIME.RPread_lut is a lookup table indicating which RP array index % correspo...
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MATLAB
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function [messgStr,erpanelIndex]= f_check_erptab_panelchanges() messgStr = ''; erpanelIndex = 0; MyViewer_chanbin = estudioworkingmemory('ERPTab_chanbin'); if ~isempty(MyViewer_chanbin) && MyViewer_chanbin==1 messgStr = char( 'Changes on "Bin and Channel Selection" have not been applied'); erpanelIndex =1; ...
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MATLAB
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function [B,E,K] = evaluate_generative_model2(A,Atgt,D,modeltype,modelvar,params,whicheval) % 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 funct...
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MATLAB
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%% A script to automate running all OH, OHA, TOH, and TOHA trials % The "tree" of function calls is for this script to call % processMultipleOHFiles.m for each block of trials in a task; this calls % processSingleOHFile.m for each trial in the block; and this calls the % necessary series of function to convert a co...
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MATLAB
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function [U, S, V] = plotcsvd(vf, nmodeplot, realTime, useComplexSVD, vectorScale) % PLOTCSVD performs a singular vector decomposition of a vector field. % Plots most dominant spatial modes and their time courses, and the % trajectory of the top 3 most dominant modes. % % INPUTS: % VF, a complex velocity field., Mu...
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MATLAB
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% Plot the specific role of Assembly-member units in decoding behavioural out come % % (c) 2014, Daniel Durstewitz, Dept. Theoretical Neuroscience, CIMH % Mannheim/ Heidelberg University clear all close all pat='data/'; % A=dir([pat '*TAUpairs10.mat']); A=dir('*.mat') avgIFin=zeros(length(A),4); avgIFout=avgIFin; a...
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MATLAB
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function Assemblies = MakebestSUAssemsCrossShuffle(RankIn_,ScoreIn_, Ltrials_,Rtrials_,MaxSize,CorrsToDestroy,noTrials,nReps) %@TODO: add shuffling of trial labels between cells to non- trial-resampled version Areas = {'PFC','HP','Joint'}; InfoCriteria = 'max'; nReps = 50; verbose = false; Ltr = size(Ltrials_{1}{1},1);...
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MATLAB
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function celllist = import_centriods(parameters, inputs) % IMPORT_CENTROIDS - Import a cell list from drawing of centroids. % % CELLLIST = IMPORT_CENTROIDS(PARAMETERS, INPUTS) % % PARAMETERS should be a structure with the following entries: % diameter Diameter to include around the centr...
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MATLAB
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function b = stack2ndi(tpstack_file, S, options) % STACK2NDI - export data from a vhlab-TwoPhoton-matlab to an NDI session % % B = STACK2NDI(TPSTACK_FILE, S, subjectname) % % Given a stack file TPSTACK_FILE and an ndi.session S, and the subjectname, % export the subject and neurons. % % Needs to have subject.txt file i...
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MATLAB
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function [U0, S0, V0, U, S, V, reUav] = plotcsvd(vf, nmodeplot, realTime, useComplexSVD, vectorScale, intermx) % PLOTCSVD performs a singular vector decomposition of a vector field. % Plots most dominant spatial modes and their time courses, and the % trajectory of the top 3 most dominant modes. % % INPUTS: % VF, a...
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MATLAB
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function celllist = import_imagejrois(parameters, inputs) % IMPORT_CENTROIDS - Import a cell list from drawing of centroids. % % CELLLIST = IMPORT_CENTROIDS(PARAMETERS, INPUTS) % % PARAMETERS should be a structure with the following entries: % default_filename The file of the ROIs (relative to t...
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MATLAB
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function Q = S_region(prediction,GT) % S_region computes the region similarity between the foreground map and % ground truth(as proposed in "Structure-measure:A new way to evaluate % foreground maps" [Deng-Ping Fan et. al - ICCV 2017]) % Usage: % Q = S_region(prediction,GT) % Input: % prediction - Binary/Non binary...
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MATLAB
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function params=tpreadconfig( tpdirname ) %TPREADCONFIG read twophoton experiment config file - TiffStack % % PARAMS = TPREADCONFIG(TPDIRNAME) % % Reads parameters for a generic TiffStack directory. % % There must be a text file with the extension .tiffstack % This file should contain the following lines: % parameter...
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MATLAB
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function params=tpreadconfig( tpdirname ) %TPREADCONFIG read twophoton experiment config file % % % PARAMS. = % params.Main.Total_cycles (total number of cycles) % params.Main.Scanline_period__us_ (scanline period, in us) % params.Main.Dwell_time__us_ (pixel dwell time, in us) % params.Main.Frame_period__us_ (...
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MATLAB
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%function FM_sweep_testing() close all; handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\KP\circuit_wav_stim_wav.rcx'; % handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\KP\FM_sweep_test_manualcircuit.rcx'; %Load in speaker calibration file % [fn,pn,fidx] = uigetfile('C:\gits\epsy...
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clc; clear; close all rng(1101) Fig2a=figure(); i_t=randi(500); %i'th trial (choose the i'th trial randomly.) N_psn=1; %number of post-synaptic neuron desired_S = 2; % desired number of spikes r0 = 2 Hz w_max = 1; % maximum amount of synapsis. resy = 0.0; %resting potential threshy = 1; % thres...
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function params=tpreadconfig( tpdirname ) %TPREADCONFIG read twophoton experiment config file % % % PARAMS. = % params.Main.Total_cycles (total number of cycles) % params.Main.Scanline_period__us_ (scanline period, in us) % params.Main.Dwell_time__us_ (pixel dwell time, in us) % params.Main.Frame_period__us_ (...
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% PURPOSE: f_display_binstr_chanstr.m % display the names of channels and bins for the selected ERPsets % Inputs: % %ALLERP -ALLERPset %ERPArray -index of the selected ERPset/bin/channel(e.g., [1 4]) %diff_mark -has two elements, 0/1; 0 represents channels/bins are % ...
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function TDT2PLX(tank,blocks,varargin) % TDT2PLX(TANK,BLOCKS) % TDT2PLX(...,parameter,'value',..) % % TANK is a string (char) to the absolute path to the tank or the name of % a registered tank. % % BLOCKS is a cell array of block names. All blocks from the specified % tank will be selected if left emp...
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%==================== SingleCellSizeDistanceHeatmap.m ==================== % Plot a heatmap of the responses across all size and distance combinations % for each individual cell. For those presented select Cell 43 (Figure 2) % as well as Cell 15 and Cell 46 (Figure 3) %================================================...
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function [tempData, trialData, procesedTrialSwitches, dataMean, dataSTD] = preprocessData(rawData, rawInput, inputLambda, rawOutput, outputLambda, rawTrialData, trialLambda, isTrainingData, smoothingAmount, shouldZScore, delayTime, delayCount, dataMean, dataSTD) tempData = rawData'; dataIndices ...
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function Plot_repertoire_5_modes_reduced %%%%%%%% % % Function to plot the LEiDA as horizonetal bar plots % % Joana Cabral Jan 2020 % % Fran Hancock Feb 2021 % Adapted to HCPUN100 % %%%%%%%%%%% % Set up the correct folders % PROJECT='/Users/HDF/Dropbox/Fran/Academics/PhD/matlab/projects/COBRA_COMPLEXITY_PHASE_FD/';...
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function h=plotMarginal(result,dim,plotOptions) % plots the marginal for a single dimension %function plotMarginal(result,dim,plotOptions) % result should be a result struct from the main psignifit routine % dim is the parameter to plot % 1=threshold,2=width,3=lambda,4=gamma,5=eta % ...
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function Assemblies = MakebestEnsembleAssemsPosthoc(UnitsReal,Ltrials_,Rtrials_,MaxSize,JointOnly,DestroyNoiseCorrs,noTrials,nReps,unitSelection) %% % ** Takes IDs of groupings previously identified as optimal ** % % Compared decoding performance from aggregated cell assemblies. % Search is two...
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% Make raster of units higlighting those tagged as assembly members % % Aleksander PF Domanski PhD UoB 2016 % aleks.domanski@bristol.ac.uk threshold = 5; % adjust the peak assembly activation times... according to 'threshold' parameter for region=1:3 % {PFC HP joint} if ~isempty(FactorScores{region}) ...
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function activeSites = extract_active_sites(FEM) %% Extract data disp('Extracting active sites...'); physTag = find_physics_tag(FEM, 'ec'); assert(~isempty(physTag), 'No Electric Current physics detected.'); assert(strcmp(FEM.geom(geom_tag(FEM)).lengthUnit(), 'mm')); % TODO check this always at load physChildren...
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%% CNN MODEL (Confounding Factor) clear clc githubpath = '/home/bonilha/Documents/GitHub/Bonilha'; % githubpath = 'C:\Users\allen\Documents\GitHub\Bonilha'; cd(githubpath) allengit_genpath(githubpath,'imaging') save_path='/media/bonilha/AllenProj/PatientData/smallSet'; %% Setup for CNN model % Load Res...
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%% A script set up to run experiments using the SimpleSerialSystem set-up. % % Specify the task environments based on the difficulty modifiers for the % different modules. % Specify the module processing capacities for the various systems. % Run simulations for all acceptable capacity settings and record the % res...
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function s1 = crsOpenSerialPort(deviceName, mode, portNumber) % handle = crsOpenSerialPort(deviceName, mode, portNumber) % % Opens the USB CDC virtual serial port to deviceName and returns the % object handle. % % Supported deviceName types are: Bits#, BlueGain, BOLDscreen, ColorCAL, % Display++, LM1, LiveTrack, Spectr...
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%function FM_sweep_testing() % close all; % Define RCX file handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\Sandbox\KP\AM_specShift_test.rcx'; %Load in speaker calibration file pn = 'C:\gits\epsych\UserFiles\SanesLab\SpeakerCalibrations\'; fn = 'rig1012-CeilingB_Noise_Mar072016.cal'; fidx=1; % [f...
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function segments = generic_cross_section(tri, planeP, planeV, roundPrec) arguments tri triangulation planeP (1, 3) % Point in plane, if given scalar it is auto-broadcasted to vector planeV (1, 3) = [0, 0, 1] % Vector perpendicular to plane roundPrec (1, 1) = Inf; end planeV = planeV./norm(plane...
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function pos = get_pos_on_grid( grid_pos, params, h, impose_margins ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % get_pos_on_grid - get 'Position' values for a new object in a sliderFigure % % Usage: % pos = get_pos_on_grid( grid_pos, params, h, impose_margins ) % % Description: % ...
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datasets = strvcat('Synthie'); for ith_data = 1: size(datasets, 1) dataset = strcat(datasets(ith_data, :)); path2data = [dataset '/']; % path to folder containing data % graph labels graph_labels = dlmread([path2data dataset '_graph_labels.txt']); num_graphs = size(graph_labels, 1); ...
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% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); %% setup ff = [ PROJ_DIR '/reports/figures/animal_colors.mat' ] ; load(ff,'anicmap') %% setup vars thr_vals = [ 0 0.05 0.1 0.15 ] ; odir = [ PROJ_DIR '/reports/figures/fragility/' ] ...
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function Phase_sync_metrics %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LEADING EIGENVECTOR DYNAMICS ANALYSIS % % % Function to compute the Kuramoto order parameter, Synchronisation, and % Metastability when state is dominant derived from LAU LEiDA % anaysis for all subjects % % % Fran Hancock % Nov 2021 % fran....
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function Phase_sync_metrics %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % % LEADING EIGENVECTOR DYNAMICS ANALYSIS % % % Function to compute the Kuramoto order parameter, Synchronisation, and % Metastability when state is dominant derived from LAU LEiDA % anaysis for all subjects % % % Fran Hancock % Nov 2021 % fran....
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clear all close all target= 'PostSleep'; if ispc home = 'C:\'; % [getenv('HOMEDRIVE') getenv('HOMEPATH')]; pat = [home 'Analysis\AssemblyAnalysis\Sleep']; separator='\'; elseif ismac path(path,'/Users/aleksanderdomanski/Documents/Bristol_work/assembly_analysis') home = getenv('HOME'); ...
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function [] = test_background_subtraction() % This code partially comes from https://github.com/dlaptev/RobustPCA. clc; clear; close all; %% set algorithms if 0 algorithms = gd_solver_list('ALL'); else %algorithms = {'Inexact-robustPCA', 'ADMM-robustPCA'}; ...
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%% A script for combining the desired values from multiple .mat files. % % 3 December, 2021 function matFileCombiner(varargin) if nargin == 4 ohListNames = varargin{1}; ohaListNames = varargin{2}; tohListNames = varargin{3}; tohaListNames = varargin{4}; % Allows running the function as a script for th...
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function map_COBRE_top_3ns_aal116 % % function to map the TOP ns term to each AAL116 region % % Fran Hancock % July 2022 % fran.hancock@me.com % PROJECT='/Users/HDF/Dropbox/Fran/Academics/PhD/matlab/projects/META_ANALYSIS/'; CondMax=3; run=4; Smax=5; Cmax=Smax-1; Rmax=4; Thres=2; % 3.1 as for 24 topics from Marglies Th...
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% A tensor component-wise rescaling Metropolis-Hastings step. % Useful for slighlty faster HMC mixing - plain HMC doesn't force any components to be normalized/orthogonal and this explores the scaling dimension faster. % Important: This step assumes that the prior distributions are normal with mean 0! function [params,...
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function kristen2vhlab(source, destination, prefix_str__, ref__) % KRISTEN2VHLAB - Convert from Kristen Ade's style to VHLAB style % % KRISTEN2VHLAB(SOURCE, DESTINATION) % % SOURCE and DESTINATION should have full paths % % Example: % % kristen2vhlab('C:\mydataorig\2012-05-20','C:\myvhdata\2012-05-20') % % ...
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function out = qtip_mcheck(model) % function qtip_mcheck() % % checks if condition (m) is satisfied using SDP % % assumes model is [28,nvox] nvox = size(model,2); % get d and c and change units d = arrayfun(@(i)convert_1x6_to_3x3(model(2:7,i).*1e9), 1:nvox, 'UniformOutput', false); c = arrayfun(@(i)convert...
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function [C, lags] = pxcorr(x, varargin) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/09/2010 % % pxcorr - Efficient cross-correlation for point process data % % % Description: % C = PXCORR(A,B,Fs) returns the cross-correlation between A and B at % sampling rate Fs for the point process whose time...
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% Mofified version of the original SAVE2PDF of Gabe Hoffmann (gabe.hoffmann@gmail.com) % % Saves a figure as a properly cropped pdf, eps, jpeg, or tiff % % save2pdf(FileName,handle,dpi) % % - FileName: Destination to write the file to. % - handle: (optional) Handle of the figure to write to a file. If %...
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%% demo.m % % part of https://github.com/LudgerS/MRSartifactRemoval % % Demonstration script calling the artifact subtraction and phase % estimation functionality of % fitPeakAndCoupledArtifacts.m % and % automaticPhaseCorrection_voigt.m % % To run the script, ensure that both exampleData.mat, priors.m...
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% 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 2d clear all; close all; clc; % GLM2 nPartic = 31; % nr of participants modelStep1 = '[hv(idx) + ...
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% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); VIZIT = 0 %#ok<NOPTS> %% 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...
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% Steps taken from Muller - Transfer-Function Measurement with Sweeps % (p.16) % % Also see: Chan - Swept Sine Chirps for Measuring Impulse Response (fig 4) % % NOT WORKING YET clear all % close all Fs = 96000; F1 = 20; F2 = 20000; T = 0.5; tREF = 0:1/Fs:T-1/Fs; % 1. Synthesize Log-Swept Sine =====...
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%this script generates final prediction maps after averaging the scoremaps %across different scales. % This code assumes that the prediction scoremaps have already been % generated for the mentioned destination folder with following naming % convention: <folder_name>_<scale> e.g. egohands_0.6, egohands_0.8 and % egoh...
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function self = CreateClipTable(self, varargin) p = inputParser; addOptional(p, 'IncludeFeatures', true); parse(p,varargin{:}); inclFeats = p.Results.IncludeFeatures; if self.VerboseLevel > 0 if inclFeats fprintf(' Dividing project annotations & features into clips\n') else fprintf(' Dividi...
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% PURPOSE : Smooth ERP data (ERPLAB ERP structure) % % FORMAT : % % ERP = pop_smootherp(ERP, npoints, stype); % ERP = pop_smootherp(ERP, npoints, stype, issaveas); % % INPUTS : % % ERP - ERP structures (ERPset) % npoints - odd number of points. An even value is rounded up. %...
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% 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 3 - figure supplement 2b clear all; close all; clc; % Load data load InterimData\Collaps...
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function NextTrialID = TrialFcn_AversiveAnimalTrig(TRIALS) % NextTrialID = TrialFcn_AversiveAnimalTrig(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 cus...
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function Xhat = decode_arrayGeneralization(cfg0, decoder, Y) % [Xhat] = train_arrayGeneralization(cfg, decoders, Y) % Decodes the data along a specified dimension, e.g. time, using an array of decoders. Additionally, % each decoder is also applied to all other points along this dimension. For example, this functi...
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% PURPOSE: subroutine for ploterpGUI.m % identifies minimum and maximum values of ERP amplitudes for Y scaling. % % FORMAT % % [yylim, serror] = erpAutoYLim(ERP, binArray, chanArray, xxlim) % % INPUTS % % ERP - ERPset % binArray - indices of bins from where to get the amplitude values % chanArray ...
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%% Preamble, get file list clear all; close all set(0,'DefaultFigureWindowStyle','docked') flags.plotIndividualChanges = false; % 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 peri...
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function [] = saveSampleToFile(obj, samples_file, paramStruct, paramStruct_rescaled, sample_idx, scaled_WB, scaled_VT, save_H, saveUnscaled) %#ok<INUSL> J = numel(paramStruct(1).Groups); for jj = 1:J if(save_H.Groups(jj).H) for sample_c = 1:numel(paramStruct) sample_idx_c = sample_idx(sa...
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function [populations_primary_motor] = ... get_motor_fascicle_primary_pop(idFascicles, fibersCompart, numDisp) % output initialization populations_primary_motor.IaFiberId = {}; populations_primary_motor.IbFiberId = {}; populations_primary_motor.AlphaFiberId = {}; % Generate Random ...
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classdef o_DECODEDAT < handle properties ALLBEST BEST CURRENTBEST Count_currentbest Process_messg Best_between_panels Reset_Best_paras_panel ALLMVPC MVPC CURRENTMVPC Count_currentMVPC end events allbest_chan...