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MATLAB
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244
%% make rasters clearvars close all clc set(0,'defaultAxesFontSize',30) %Baseline load Rat_MEA2Baseline_DIV22_raster_3D_B7_trial13.mat %use for paper raster_2D(1,:) = raster_3D(1,1,:); raster_2D(2,:) = raster_3D(1,2,:); raster_2D(3,:) = raster_3D(1,3,:); raster_2D(4,:) = raster_3D(1,4,:); raster_2D(5,:) = raster_3D(...
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MATLAB
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function [r, beta_map, predicted_labels, p] = svr_leave_one_out (data, labels, clipping) % predict the scores using linear support vector regression % INPUTS: % data (#observations x #features) -- data matrix (ROI or voxelwise) % labels -- scores to predict (i.e. values of dependent variable) % clipping -- 1 if we only...
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MATLAB
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function outputs = mainProcessingWithOutput(data, Fs, params, textboxHandle, onlyPatterns, suppressFigures) % Function to filter data, calculate velocity vector fields and identify % patterns in (row)x(column)x(time)x(repetitions) matrix DATA with sampling % frequency FS Hz, using the parameter structure PARAMS. Output...
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MATLAB
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function Combined_recovered_parameters % Script recreates figure 7 from the manuscript. This compared parameter % distributions recovered using each algorithm, across the 5 most % identifibale parameters. subjects = 20; % number of subjects simulations = 100; FS1 = 7; % fontsize Liley_params; % signific...
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MATLAB
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%this is a program to plot the ROIs on the reference brain %read the reference brain. Created by Haleh Fotowat. close all clearvars path=uigetdir; cd(path) [X,meta]=nrrdread('Elavl3-H2BRFP.nrrd'); load('MaskDatabase.mat') %read the pooled clustering data load('DMDLBRDLCB_082628_091112_HA.mat') fps=69; ISI=40; per2p=1...
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MATLAB
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function [PC_norm,PC_residual,PC,between_mod_k] = participation_coef_norm(W,Ci,n_iter,par_comp) %PARTICIPATION_COEF_NORM % % [PC_norm,PC_residual,PC,between_mod_k] = participation_coef_norm(W,Ci,n_iter,par_comp); % % Participation Coefficient (Guimera and Amaral 2005,Nature,433:895-900) is a measure % of diversit...
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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); %% 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/...
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MATLAB
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clear;clc; filePath=['D:\Paper_recalibration']; %%% Create a file path cd(filePath); %%% download data file : "Data_session.rar" and unzip to above file path %%% download neuron timecourse list file : "Neuron_timecourse_list.rar" and unzip to above file path load MSTd_PreData_timecourse.mat; load MSTd_PostData...
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MATLAB
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function plot_mode_eigenvectors % % Function to plot an individuals mode eigenvector trajectories over time % and map to the k-means centoid assigned % % Fran Hancock % Aug 2022 % % fran.hancock@kcl.ac.uk % PROJECT = '/Users/HDF/Dropbox/Fran/Academics/PhD/matlab/projects/COBRA_COMPLEXITY_PHASE_FD/'; CON_PROJECT = [PROJ...
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MATLAB
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function [arclen,seglen] = arclength(px,py,varargin) % arclength: compute arc length of a space curve, or any curve represented as a sequence of points % usage: [arclen,seglen] = arclength(px,py) % a 2-d curve % usage: [arclen,seglen] = arclength(px,py,pz) % a 3-d space curve % usage: [arclen,seglen] =...
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MATLAB
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function [im] = tpcheckroidriftls(dirname, channel, roiinds, roix, roiy, roiname, plotit) % TPCHECKROIDRIFTLS - Checks twophoton drift correction performance on linescan data % % IM = TPROIDRIFT(DIRNAME,CHANNEL,ROIINDS,ROIX,ROIY,RIONAME, PLOTIT) % % Checks drift correction performance. Takes a rectangle (ROIRECT) ...
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MATLAB
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169
function [sigout,filtout] = filt_main(sigin, fs, filtin, plot_ok) % FILT_MAIN Main filtering procedure % [sigout filtout] = FILT_MAIN(sigin, fs, filtin, plot_ok) % % Required input arguments: % sigin - 1-by-n vector of raw data % fs - samplig frequency (Hz) % filtin - structure array of user defined f...
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MATLAB
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215
% write data quality substructure to file % part of the ERPLAB Toolbox % axs Apr 2019 % % Format: % save_data_quality(ERP, 'dq.mat') % or save_data_quality(ERP,filename,format_flag) % % INPUT: * - mandatory % * ERP - an ERP structure, which must contain a ERP.dataquality substruct % filename - a string wh...
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MATLAB
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function [mapName] = TNC_CreateRBColormap(numValues,type) % FUNCTION DETAILS: Simple utility to create a RWB style color map % _________________________________________________________________________ % PART OF THE TONIC PACKAGE % developed by JOSHUA DUDMAN % begun at COLUMBIA UNIVERSITY, continuing at HHMI / JFRC ...
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MATLAB
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169
function plot_isi( spikes, show, show_isi ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % plot_isi - plot histogram of ISI distribution for a cluster % % Usage: % plot_isi( spikes, show, show_isi ) % % Description: % Plots a histogram either representing the inter-spike interval (ISI...
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MATLAB
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clear % this script shows how to use the qtiplus software % first, run the seutp script so that all the necessary folders % are on the matlab path run('qtiplus_setup') % the example dataset used here is based on signals rising from a non-central % Wishart distribution whose parameters are set as explained in...
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MATLAB
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195
% 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: Javier Lopez-Calderon % Center for Min...
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MATLAB
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function Assemblies = MakebestEnsembleAssemsCrossShuffle(UnitsReal, 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; noTrials = 10; verbose = false; Ltr = si...
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MATLAB
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177
%% regularized Horseshoe prior for rank reduction and shrinkage % Combining ideas from % % Chakraborty, Antik, Anirban Bhattacharya, and Bani K. Mallick. "Bayesian sparse multiple regression for simultaneous rank reduction and variable selection." Biometrika 107.1 (2020): 205-221. % % Piironen, Juho, and Aki Vehta...
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MATLAB
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%%This function is to change the title of inputdlg3 so that the users are %%easy to know which eegset that they are seeing when using ICLabel %%Thanks for EEGLAB developers % *** This function is part of ERPLAB Studio Toolbox *** % Author: Guanghui Zhang & Steven Luck % Center for Mind and Brain % University of Cali...
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MATLAB
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%% MS peak extraction routine % This script performs peak picking and peak data extraction at full % mass resolution. The purpose is to reduce data size while retaining the % number of variables to obtain a dataset suitable for multivariate % analysis. % % The script is to be run section wise to ensure correct...
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MATLAB
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%% This function aligns trials based on their date-time distance. % This is useful for ensuring that paired trials are being analysed (if % that is what is desired). % % 3 Decemeber 2021 % % %#ok<*ST2NM> function [t1Matched, t2Matched] = alignTrials(t1Idx,t2Idx,t1TrialsFull,t2TrialsFull,singleTrialFlag,dayMatchFla...
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MATLAB
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function I = colormapTestImage(map) % colormapTestImage Create or display colormap test image. % I = colormapTestImage creates a grayscale image matrix that is useful % for evaluating the effectiveness of colormaps for visualizing % sequential data. In particular, the small-amplitude sinusoid pattern at % the t...
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MATLAB
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% Wrapper code: single unit and population decoding between two behavioural outcomes. % % (c) 2014 Daniel Durstewitz, Bernstein Center for Computational Neuroscience, CIMH/ Heidelberg University % Edited by Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Iterates across all animals/files % Uses ...
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MATLAB
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156
function all_params = get_all_params_to_test(consider_flip, combine_decay, ... relative_weight) all_AboutFirst = {'WithoutFirst'} ; % since our sequences have length 100, decay should not be larger than % 100... %all_decays = [1:20] ; % Maheu2019: 55 values tested (cfr fig 5E & p18) all_weight...
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MATLAB
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% PURPOSE: reads an EVENTLIST from a text file % % FORMAT: % % [EEG EVENTLIST] = readeventlist(EEG, elfilename ); % % % *** 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 %b8d3721e...
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MATLAB
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function Plot_repertoire_5_modes_reordered %%%%%%%% % % 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 % Smax=5; Cmax=Smax-1; CondMax=3; n_rows=7; PROJECT='/Users/HDF/Dropbox/Fran/Academics/Ph...
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MATLAB
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function params = readprairieviewxml3(filename) % READPRAIRIEXML3 - Read parameters from a PrairieView vers 3 file % % % Reads important parameters from a PrairieView vers 3 file. fid = fopen(filename,'rt'); if (fid==-1), error(['Could not open file ' filename '.']); end; version = readPVScanVersion(fid); [image...
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MATLAB
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function ObjFcn = makeObjFcn(XTrain,YTrain,XValidation,YValidation,Parm) % the objective function is NOT based on Validation Error but on Other % Measure (OthMes) such as sensitivity, specificty, auc etc. % % net: squeezenet, googlenet, efficientnetb0 % % use previously trained nets for new datasets (transfer learning)...
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MATLAB
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function Model_Learning_4_em(p1,p2) %p1: seed for random number and p1=1:1:\mu. There are \mu independent simulations %p2: pattern length. p2=1 is for 50 ms; rng(10+(p1-1)*1e6); %There are four steps in this program. %%Step 1: There is no embedded pattern in afferents for 2000 learning cycles. %%Step ...
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MATLAB
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function [numSpecplotAnim,Ps_Wake,Ps_NREM,Ps_REM]=Plot_MeansSems_VSspecs(DoseColors,DoseLabels,VStitles,FigureID,f,WAKEspec_dose_anim,NREMspec_dose_anim,REMspec_dose_anim,PlotConditions) %%% CAVE! this is the standard option to only plot the control animals who have had the respective condition when two conditions a...
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MATLAB
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% EEG_Tab_rename_gui % Rename EEGset dialog for ERPLAB Studio EEG Tab. % % NOTE: This file was migrated from MATLAB App Designer (.mlapp) format to a % plain .m classdef file to allow version control and code editing. The % original EEG_Tab_rename_gui.mlapp has been archived outside the ERPLAB % directory. Any future e...
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MATLAB
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function homog_problem = homogeniseFull2DProblemRetainGrid(problem, Ax, Ay, boundary_type) % This function takes an input problem, then uses block homogenisation to % reduce its number of mesh points. Ax and Ay are the number of smaller % elements (in each direction) to absorb into the larger elements. In the % current...
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MATLAB
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% ERP_Tab_rename_gui % Rename ERPset dialog for ERPLAB Studio ERP Tab. % % NOTE: This file was migrated from MATLAB App Designer (.mlapp) format to a % plain .m classdef file to allow version control and code editing. The % original ERP_Tab_rename_gui.mlapp has been archived outside the ERPLAB % directory. Any future e...
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MATLAB
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function all_params = get_all_params_EEG(consider_flip, combine_decay, ... relative_weight, without_AF) if nargin<4 ; without_AF = 0 ; end all_AboutFirst = {'WithoutFirst'} ; % since our sequences have length 100, decay should not be way larger than % 100... %all_decays = [1:20] ; % Maheu2019: 5...
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MATLAB
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function plot_adaptive_fstat_threshold % Generate adaptive threshold for significance test in granger causality % analysis, using zebrafish embryonic motoneuron data. % % This code generate Fig 6 in the manuscript. %% fish_trace_pair = [1 1; 1 2; 3 1; 3 2; 4 1; ... 5 1; 5 2; 5 3; 6 1; 6 2]; %% plot...
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MATLAB
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%% Setup util.clearAll; cur_save_dir = fullfile(util.get_paths().figs,'raw_betas_taste'); util.mkdir(cur_save_dir) beta_tbl = util.load.beta_table(); % Get colors colors = util.plot.getColors(); % read the communities module_idx = modularity.get_frequent_partition(); beta_tbl.module_index = module_idx{1,cellstr(beta_tb...
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MATLAB
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function varargout = ABR_GUI(varargin) % ABR_GUI; % % For use in conjunction with ep_EPhys and TrialFcn_ABR % % Daniel.Stolzberg@gmail.com 2015 % Last Modified by GUIDE v2.5 15-Dec-2015 16:30:37 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... ...
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MATLAB
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%% GMLM.computeMLE_crossValidated % Fits the MLE using cross validation. Cross-validation is done over trials, not individual bins. % % inputs: % foldIDs (cvparition or array of length obj.dim_M) : the folds for cross validation (K folds) % if foldIDs is a vector, specifies the test set for ...
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MATLAB
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function [Genes,Genes_compressed,G]= func_FeatureSelection_CAM(Parm) % Feature selection of DeepInsight-FS model = load('model.mat') %netName = "squeezenet"; netName = Parm.NetName; cd DeepResults net = load(model.fileName); cd ../ % netName = net.trainedNet.Layers(2).Name; % Oblique = '|'; % [rmp,cmp] = max(netName...
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MATLAB
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function [ni,els,els_ind] = ieeg_position2reslicedImage(els,fname) % input: % els [3x] matrix with x y z coordinates of x electrodes (native space) % default: % % Copyright (C) 2009 D. Hermes, Dept of Neurology and Neurosurgery, University Medical Center Utrecht % % This program is free software: you...
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MATLAB
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%% Intensity-based Image Registration % Includes manual control point (CPS) image registration, and automated % intensity-based image registration. % % The script is to be run section wise to ensure correct data processing in % following steps: (1) load reference images (e.g. PCA scores images) % ...
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MATLAB
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%% BBN Calibration % clear Channels = 1:17; Duration = 100; % ms Amp = 3; % V bufferDuration = 2*Duration; % ms HPFc = 1000; % Hz LPFc = 32000; % Hz nReps = 3; % number of reps responseWin = [10 90]; % click analysis window (excluding reflections) %~~~~~~~~~~~~~~~~~ CHECK_CAL = true; % run after calibration ...
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MATLAB
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clear; % run codes in "Model simulation programs" to get simulation data % run codes in "model analysis" to obtain the data for figures % including optical_flow_model.m, mousePatternDetectionmodel.m n=10; orderD=zeros(5999,6,n); orderS=zeros(5999,6,n); orderScv=zeros(5999,6,n); speed_mm=zeros(6,n); for p=1:6 for n...
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MATLAB
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function f_exportfile_confusion_matrix(ALLMVPC,MVPCArray,meas,time_ind,fileNames,avg_win,tp,decimalNum) [~, ~, ext] = fileparts(fileNames) ; if strcmpi(ext,'.xls') ext = '.xls'; elseif strcmpi(ext,'.xlsx') ext = '.xlsx'; else ext = '.txt'; end for Numofmvpc = 1:numel(MVPCArray) %% pl...
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MATLAB
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clear; % run codes in "Model simulation programs" to get simulation data % run codes in "model analysis" to obtain the data for figures % including optical_flow_model.m, mousePatternDetectionmodel.m n=10; orderD=zeros(5999,6,n); orderS=zeros(5999,6,n); orderScv=zeros(5999,6,n); speed_mm=zeros(6,n); for p=1:6 for n...
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MATLAB
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% To plot the GLM data, load the .mat data file in this folder and then run the code below tic isConn = featureTable_preprocessed.isConn; featureTable_preprocessed = featureTable_preprocessed(:,2:21); selectedFeatures_nums = [1 2 3 5 8 15 16 19]; % Based on the feature selection nCV = sum(isConn); nShuffles = 10000; k...
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MATLAB
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% PURPOSE : Import ERP from Neuroscan average file (AVG-file) % % FORMAT : ERP = pop_importavg(filename, filepath); % % INPUTS : filename: (String) Name of the Neuroscan AVG-file to import % filepath: (String) Directory/Path of the input AVG-file % % OUTPUTS : ERP: ERPLAB ERP data struct...
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MATLAB
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% SINERAMP - Generates sine on a ramp colour map test image % % The test image consists of a sine wave superimposed on a ramp function The % amplitude of the sine wave is modulated from its full value at the top of the % image to 0 at the bottom. % % The image is useful for evaluating the effectiveness of different c...
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MATLAB
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function spikes = ss_aggregate(spikes, reintegrate_outliers) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/12/2010 % % ss_aggregate - Heirarchical cluster aggregation. % % Usage: % spikes = ss_aggregate(spikes, reintegrate_outliers) % % Description: % SS_AGGREGATE Heirarchical cluster aggregation...
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MATLAB
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function [velocityX, velocityY, allConvSteps] = ... opticalFlow(video, badChannels, alpha, beta, angleFlag, nStepsDisplay) % OPTICALFLOW estimates the velocity of pixels between frames in the % (x x y x t) matrix VIDEO. % % INPUTS: % VIDEO: (X x Y x T) matrix of successive frames of intensity or phase % d...
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MATLAB
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function [velocityX, velocityY, allConvSteps] = ... opticalFlow2(video, badChannels, alfa, beta, angleFlag, nStepsDisplay) % OPTICALFLOW estimates the velocity of pixels between frames in the % (x x y x t) matrix VIDEO. % % INPUTS: % VIDEO: (X x Y x T) matrix of successive frames of intensity or phase % d...
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MATLAB
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function pp_plot_rasters_AM(path, subject, session, block, channel, clu) % % pp_plot_rasters(subject, session, channel, clu) % Plots a raster and psth for each unique stimulus. Clu is the label % given by UMS (not an index), found in Spikes.sorted.labels. % % KP, 2016-04; last updated 2016-04 % set(0,'Defau...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %Evaluation tool boxs for PraNet: Parallel Reverse Attention Network for Polyp Segmentation (MICCAI20). %Author: Deng-Ping Fan, Tao Zhou, Ge-Peng Ji, Yi Zhou, Geng Chen, Huazhu Fu, Jianbing Shen, and Ling Shao %Homepage: http://dpfan.net/ %Pr...
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MATLAB
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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 1a clear all; close all; clc; % Load collapsed subject data load('...
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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 1c clear all; close all; clc; % Load collapsed subject data load('...
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%function FM_sweep_testing() close all; handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\KP\ephys_harmonics_test_TDT.rcx'; % handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\OpenExProjects\KP\FreqTuning_FM_harmonics\RCOCircuits\FreqTuning_FM_harmonics_lite_buffer.rcx'; % handles.RPfile = 'C:\gits...
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function RUNTIME = ep_TimerFcn_Start(CONFIG, RUNTIME, AX) % RUNTIME = ep_TimerFcn_Start(CONFIG, RUNTIME, RP) % RUNTIME = ep_TimerFcn_Start(CONFIG, RUNTIME, DA) % % Default Start timer function % % Initialize parameters and take care of some other things just before % beginning experiment % % Use ep_PsychCon...
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% loadtxt() - load ascii text file into numeric or cell arrays % % Usage: % >> array = loadtxt( filename, 'key', 'val' ...); % % Inputs: % filename - name of the input file % % Optional inputs % 'skipline' - number of lines to skip {default:0}. If this number is % negative the program will only sk...
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% Display the results of the parameter recovery analysis % - correlation between true and fitted parameters % - percentages of models recovered % GOAL: % [param recov] have one correlation plot for each model (6 models) % [model recov] histogram of % of each recovered model, per model (eg: true % model = TP ...
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%% Examine spike-spike cross-correlations in and out of assemblies rat = 'JaroslawLONG2' %% Set up for cross-correlograms % concatenate all unit spike times FR.Jointcells = [FR.PFCcells;FR.HPcells]; FR.iCells ={1:length(FR.PFCcells),(1:length(FR.HPcells))+length(FR.PFCcells)}; FR.unitLocs = [ones(length(FR.PFCcel...
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% eeg_regepochs() - Convert a continuous dataset into consecutive epochs of % a specified regular length by adding dummy events of type % and epoch the data around these events. Alternatively % only insert events for extracting these epochs. % Ma...
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function [stats,st] = SStat_CoxPH(X,d,t,e) % [stats,st] = SStat_CoxPH(X,d,t,e) % % 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 covariates. (mxp, m # of % subjects, p # of covariates). % d: Lo...
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function step2_crossref_temp_and_behavior_ProperGraph(rootDir) % Add temperature to each trial % Add label (bilateral, right, left) % Define paths if nargin == 0 rootDir = Cloudstation('Vowels\Noise\Cooling\Data'); % rootDir = Cloudstation('Vowels\Spatial_Unmasking\Cooling\Data'); end behavDir = fullfile(ro...
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% *** This function is part of ERPLAB Toolbox *** % Author: Javier Lopez-Calderon % Center for Mind and Brain % University of California, Davis, % Davis, CA % 2014 %b8d3721ed219e65100184c6b95db209bb8d3721ed219e65100184c6b95db209b % % ERPLAB Toolbox % Copyright © 2007 The Regents of the University of California % Creat...
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classdef layer < handle % Layer object consisting of model neurons % % % Main Properties % act - vector of length n for n units representing unit activity % actTemp - temporary representation of updated activity % noiseGain - controls the level of noise in the neural activity % projections -...
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function [mydata, myt, myavg, bins]=tpquickpsth(dirname, channel, stimcodes, pixels, plotit, names,binsize) % TPQUICKPSTH - Gives a peristimulus time histogram for one stimcode % % [DATA, T, AVG, BINS]=TPQUICKPSTH(DIRNAME, CHANNEL, % STIMCODES, PIXELS_OR_DATA, PLOTIT, NAMES, BINSIZE) % % Gives a peristimulus t...
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restoredefaultpath clc; clear; close all force; data_name='MNI'; base_path = fullfile('C:\Users\Vincent\Desktop\scratch'); out_path = fullfile(base_path, 'output'); addpath(out_path); codes_dir = fullfile(base_path, 'ET_biomarker', 'tab_data'); addpath(codes_dir); sub_list_file = fullfile(codes_dir, [data_name,'_subj...
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function INSCAPE_Analysis(DataPath,Output,SubID,DistMethod,BrainStateMap) % %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Individualized Network-based Single-frame Co-activation Pattern Estimation (INSCAPE) % Version: v1.0 ...
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function get_subject_eigs_with_reorder % % Function to extract individual eigenvectors (mean) and store them for % visualization with t-SNE. Need to reorder the modes in each run and % condition as in LEiDA_reliability_across_conditions % % Fran Hancock % May 2022 % % fran.hancock@me.com % PROJECT = '/Users/HDF/Dropbox...
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function [NBgA, NAgB, NAgA, NBgB, s1, NA, NB] = CountEventInMemory(s, param, prior_data) % Compute transitions in sequence s. % % Usage: [NBgA, NAgB, NAgA, NBgB, s1, NA, NB] = CountEventInMemory(s, param) % Input: % s: sequence of event (1s and 2s) % param: cell with paired arguments (name, value)...
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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') ; %% load centoid data from previosly % filena...
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% Package GMLM_dmc for dimensionality reduction of neural data. % % References % Kenneth Latimer & David Freeedman (2021). Low-dimensional encoding of % decisions in parietal cortex reflects long-term training history. % bioRxiv % % Copyright (c) 2021 Kenneth Latimer % % This software is distributed unde...
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function [PowerSpec,Peak,Med,Mean,No_pix,picMask,PeakPhase,mask,nframe, PeakPos] = bmf_sw_cr_fft_analysis(data,CBF,varargin) % Merged Stephan's and Jan's code to both be speedy and generate all plots % data = the raw data (usually aligned) % CBF = the parameter structure % varargin = (optional) - include a masked to d...
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function varargout = f_EEG_duplicate_GUI(varargin) % F_EEG_DUPLICATE_GUI MATLAB code for f_EEG_duplicate_GUI.fig % F_EEG_DUPLICATE_GUI, by itself, creates a new F_EEG_DUPLICATE_GUI or raises the existing % singleton*. % % H = F_EEG_DUPLICATE_GUI returns the handle to a new F_EEG_DUPLICATE_GUI or the hand...
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function [epi, endo, electrode, fascIdsByAs, activeSites, fendo, endo_orig, cross_pl] = ... import_nerve(model, varargin) % IMPORT_NERVE Imports the fascicles' endoneuria contours and the electrode % active sites. % The code additionally correct the original geometry of the endoneurium % contours subtracting...
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if ~exist('clusterCounts', 'var') || isempty(clusterCounts) clusterCounts = [100 80 60 50 40 30 20 17 15 12 10 8]; end if ~exist('distanceType', 'var') || isempty(distanceType) distanceType = 'correlation'; end if ~exist('maxCheckTime', 'var') || isempty(maxCheckTime) maxCheckTime = 10; end hadError =...
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function NextTrialID = TrialFcn_TOJ(TRIALS) % NextTrialID = TrialFcn_TOJ(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 % TrialType % *MIN_ST...
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function [Ae, indice, Rp] = vca(R,varargin) % Vertex Component Analysis % % [Ae, indice, Rp ]= vca(R,'Endmembers',p,'SNR',r,'verbose',v) % % ------- Input variables ------------- % R - matrix with dimensions L(channels) x N(pixels) % each pixel is a linear mixture of p endmembers % signatures R = M...
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% % Eric, I was improving the code a little bit (mostly my part) cause it was very slow. % I also added more stuffs like error detectors (July 11, 2012). function [ERP serror] = importerpss2(fullname, format, transpose) ERP = buildERPstruct; serror = 0; if nargin<2 error('ERPLAB says: error, fil...
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function varargout = SimpleABR(varargin) % SimpleABR % Last Modified by GUIDE v2.5 11-Dec-2015 19:03:23 % Begin initialization code - DO NOT EDIT gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @SimpleA...
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function simulateMonodomain(problem) % This function simulates the monodomain equation on a mesh where the % volume fraction (fraction of accessible material, as opposed to say % collagenous occlusions due to fibrosis) and conductivity tensor are % allowed to vary between different elements. Completely non-conductive %...
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function level86 global DA gf h % DA: TDT connection structure % gf: Go ferrit user data % h: Online GUI handles try %GUI Clock gf.sessionTime = (now - gf.startTime)*(24*60*60); set(h.sessionLength,'string', sprintf('%0.1f secs',gf.sessionTime)); % hold light constantly on DA.SetTargetVal( sprintf('...
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function [k,alpha,f]=stability_anesthesia_fieldmodel(p,branch) % get the dispersion relation of the steady states % p is the anesthetic parameter % branch = 'top' or 'bottom' for seeing the steady states in upper or lower % branch in the bifurcation graph % parameter setting I_sc=0.018; % subcortical firing strength...
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%Author: Guanghui ZHANG & Steve Luck %Center for Mind and Brain %University of California, Davis %Davis, CA, USA %2024 % ERPLAB Studio function varargout = f_decode_history_GUI(varargin) global observe_DECODE; addlistener(observe_DECODE,'Count_currentMVPC_changed',@Count_currentMVPC_changed); addlistener(observe_DECO...
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% % Calculates average across condition numbers for ccep data % [average_ccep, average_ccep_names, stimpair_currents, ccep, tt] = ccep_averageConditions(data, srate, events_table, channel_names, stim_pair_nr, stim_pair_name, params, verbose) % % data = seeg or ecog data in electrodes X...
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%% Example analysis code from Figure 1 of Coddington, Lindo, Dudman load('~/Dropbox (HHMI)/Conditioned responding and DA/seshMerge.mat') control=[1 2 4 6 9 11 15 16 19]; stimPlus=[7 8 12 13 17]; stimMinus=[3 5 10 14 18 20]; final_lat=[16 2 11 1 4 15 6 9 19]; goodPerf=control([1 2 6 8]) badPer = control([4 5 7 9]) ...
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function [Genes,Genes_compressed,G]= func_FS_class_basedCAM(Parm) %[Genes,Genes_compressed,G]= func_FS_class_basedCAM(Parm) % % Parm is from Parameters.m file; execute Parm = Parameters(DSETnum); % where DSETnum is the number of dataset. For example DSETnum=1 for % dataset1.mat. Therefore, name of dataset file is <...
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function [c_ContravsIpsi,p_ContravsIpsi,c_Contra,p_Contra,c_Ipsi,p_Ipsi] = plotTransFig(transFigDat,eigDat) %% Rename everything mainFigP = transFigDat.mainFigP; dataMPC = transFigDat.dataMPC; M = transFigDat.M; dataA = transFigDat.dataA; r = eigDat.r; compDimP = eigDat.compDimP; ...
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function fibersPerFascicle = place_fiber_fascicle(endos, fascID, fibersPerFascicleCross, fibp, areaMinId, minFiberDist, dirpop, invsquare, plotAll) % PLACE_FIBERS Places fibers of each population in minimal cross-sectional % area of the fascicle fascicles. % % [fiberPop] = place_fiber_fascicle(populations, fascID...
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% PURPOSE : Restore messy event code values. % pop_setcodebit sets the bit(s) at position(s) "bitindex" in each EEG.event(i).type value to 0 (off). % "bitindex" must contain number(s) between 1 and 16. % % FORMAT : % % EEG = pop_setcodebit(EEG, bitindex, newvalue) % % or % ...
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clear; %% svd from all mice %% using standard cortex mask explabel={[2,18],[2,7],[1,3],[1,3],[1,6]}; path={'2017 APR 19 publish','2018Feb 04 M2553M publish','2018Feb 04 M2555M publish','2018Feb 04 M2556M publish','2018Feb 04 M2560F publish'}; vfs_anes=[]; for M=1:5%M=6 is M1 awake states exp=explabel{M}(1); c...
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function [stats,st,a,b] = lme_RgFSfit(X,Zcols,Y,ni,Theta0,Dist,model,e) % [stats,st,a,b] = lme_RgFSfit(X,Zcols,Y,ni,Theta0,Dist,model,e) % % Linear mixed-effects estimation by the Fisher scoring algorithm for a % whole region. This function is intended to only be called from other % functions to perform region-wise m...
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function [MVPC, ALLMVPC] = crossnobis(ALLBEST, nIter, nCrossBlocks, DataTimes,relevantChans,classcoding,equalT,ParWorkers,method,Tooltype) %% Subject List: nSubs = length(ALLBEST); % # files = # subjects global observe_DECODE; %% Step 9: Loop through participants for s = 1:nSubs %crossnobis is performed within...
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function [areaActivity,areaActivityUnscaled,lambda,residualNorm,solutionNorm,regularizedInverse] = fitEEGTemplates(data, templates, plotLcurve, lambda) %fitEEGTemplates fits EEG-templates (topographies of functional brain areas) to EEG-data % A = fitEEGTemplates(data, templates) returns a matrix A containing the % ...
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% fresh start clearvars close all %% run config config_file='config_mammals_1.m'; addpath(strcat(pwd,'/config')) run(config_file); %% load data filename = [ DD_PROC '/MamiNum_corrected_proc_2.csv' ] ; ssheet = readtable(filename,'Delimiter','\t') ; %% read species filename = [ DD_RAW '/MamiNum_corrected_sciname.c...
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function varargout = polydetrendGUI(varargin) gui_Singleton = 1; gui_State = struct('gui_Name', mfilename, ... 'gui_Singleton', gui_Singleton, ... 'gui_OpeningFcn', @polydetrendGUI_OpeningFcn, ... 'gui_OutputFcn', @polydetrendGUI_OutputFcn, ... ...
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function varargout=shadedErrorBar(x,y,errBar,varargin) % generate continuous error bar area around a line plot % % function H=shadedErrorBar(x,y,errBar, ...) % % Purpose % Makes a 2-d line plot with a pretty shaded error bar made % using patch. Error bar color is chosen automatically. % % % Inputs (required) % x - vec...
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function plot_butterfly(x_data, y_data, varargin) % Plot the signals in y_data (each row = 1 signal). % used in TSL_analyze_EEG. % % Inputs % x_data: (1, n_pts) matrix of x values % y_data: (n_curves, n_pts) matrix [n_curves,n_data] = size(y_data) ; % === Default arguments =========== % eps_fig = 1 ;...
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function AssemblyRasterPlotDiscrete(Factor,Rates,Units,Events,plot_win) % Make raster of units higlighting those tagged as assembly members % % Aleksander PF Domanski PhD UoB 2016 % aleks.domanski@bristol.ac.uk threshold = 3; % Which level of scrutiny to apply to thresholding colorscale{1} = zeros(size(Factor.FSC{1},2...