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MATLAB
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function [h,hdl] = fcn_boxpts(x,lab,cmap,samenum,names) % clear all % close all % clc % load boxdata.mat % x = mu; if ~exist('samenum','var') samenum = 0; end h = hist(lab,1:max(lab)); sz = size(x); if sz(2) > 1 lab = repmat(1:sz(2),sz(1),1); x = x(:); lab = lab(:); end if isempty(cmap) cmap = j...
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MATLAB
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function out = convert_6x6_to_1x21(in) % function convert_6x6_to_1x21 % % converts a tensor from a 6x6 to a 1x21 representation % picks up the upper triangular elements to be used in the Cholesky % formulation % % in_6x6 = % [ xx*xx xx*yy xx*zz sqrt(2)*xx*xy sqrt(2)*xx*xz ...
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MATLAB
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function dat = getEyeData(db,P) n = 1; Blink = db.blinkData; Blink(:) = nanzscore(Blink(:)); threshBlink = double(Blink<-10); % arbitrary here but seems to fit quite well when manually checking the videos if all(isnan(threshBlink(:))) threshBlink(:) = 0; end threshBlink(isnan(Bl...
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MATLAB
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% clear all clc; clear; close all; %% Light microscopy data % load full data set using bioformats data_folder = 'W:\Image Processing Projects\Wojciech\data\20191002 - Data transfer + scripts\191002_3DFusion\Hyperspectral'; czi_name = 'G1_6_bottom.czi'; czi_path = [data_folder filesep czi_name]; data = bfopen(czi_path...
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MATLAB
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function R = CAMcompute(Data,inputSize,net,netName,layerName,Dmat,Sample); % R = CAMcomputeR(classActivationMap); im = Data.XTrain(:,:,:,Sample); %cat(3,Data.XTrain(:,:,:,Sample),Data.XTrain(:,:,:,Sample),Data.XTrain(:,:,:,Sample));%imread('ngc6543a.jpg'); if inputSize(3)==3 if size(im,3)==1 im=cat(3,im,im...
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MATLAB
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% File: ReadImage6D.m % Author: Sebastian Rhode % Date: 19.09.2016 % Version: 1.2 % Read CZI image data into image6d array function out = ReadImage6D(filename) % Get OME Meta-Information MetaData = GetOMEData(filename); % The main inconvenience of the bfopen.m function is that it loads all the content of an image ...
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MATLAB
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clc; clear; close all Fig3c = figure(); Ntrials_2 = 10000; %Ntrials_2: number of learning cycles to learn the background containing the embedded pattern (step 2). xax = 1:1:Ntrials_2; N_mu=500; %There are \mu independent embedded patterns, 500 simulations (number of simulations) %%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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function [maxCompsV, varargout] = max_v_comps(compartsV, nNodesMax, nCompartsPerSect) % MAX_V_COMPS selects the voltage value of the node on or next to the % highest voltage provided, together with as many compartments as possible % up to the amount corresponding to the maximum number of nodes. % maxCompsV = MAX_V_C...
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MATLAB
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function [handles,AX] = initializePhysiology_SanesLab(handles,AX) %handles = initializePhysiology_SanesLab(handles,AX) % %Custom function for SanesLab epsych % %This function creates an initial weight matrix for common average %referencing of multi-channel recordings. This initial matrix is unweighted %(i.e. no common ...
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MATLAB
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function [maxD,meanD,K] = genmodel_dist_wei(aij,bij,d_aij,d_bij) % the distance function from generative modeling paper % note the binary functions evalfuncs = cell(4,1) ; evalfuncs{1} = @(a_) sum(a_,2) ; evalfuncs{2} = @(a_) clustering_coef_wu(a_); evalfuncs{3} = @(a_) my_btwn_cent(a_)'; evalfuncs{4} = @(a_,d_) d_(tr...
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MATLAB
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function handles = capturesound_SanesLab(handles) %handles = capturesound_SanesLab(handles) % %Custom function for SanesLab epsych % %This function captures sound from a live microphone and plots the voltage %in the GUI display. Compatible with RPVds parameter tags that do or do not %begin with '~'. % %Inputs: GUI hand...
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MATLAB
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function Dab = f_lap_dist(aij,bij,nComps) % https://github.com/aiavenak/matlab_code/blob/master/f_lap_dist.m % calculate the edit distance between two graphs A and B % reference: Thomas Thorne and Michael P. H. Stumpf % evolution Graph spectral analysis of % protein interaction network % ...
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MATLAB
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function reset_slider(h) % sliderFigure tool by Hill DN - 07/12/2010 % % reset_slider - reset controls on a sliderFigure figure % % Usage: % reset_slider(h) % % Description: % Utility to reset the controls on a sliderFigure. This should be called % if sliderFigure gets into a bad state, or whenever new axes ...
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MATLAB
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% DEPRECATED... % % % % Simple function to squeeze your EEG event codes. % % Author: Javier Lopez-Calderon % Center for Mind and Brain % University of California, Davis, % Davis, CA % 2009 %b8d3721ed219e65100184c6b95db209bb8d3721ed219e65100184c6b95db209b % % ERPLAB Toolbox % Copyright © 2007 The Regents...
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MATLAB
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function d=compute_normalized_dist(tli,tlj,cost) % d=spkd(tli,tlj,cost) calculates the "spike time" distance % (Victor & Purpura 1996) for a single cost % tli: vector of spike times for first spike train % tlj: vector of spike times for second spike train % cost: cost per unit time to move a spike % Modified by L...
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MATLAB
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function clipT = LoadAnnotations(self, clipT) if self.VerboseLevel > 1 fprintf(' - Loading annotations... ') end clipTCollapsed = CollapseSequences(clipT); Annotations = cell(size(clipT,1), 1); for i = 1:size(clipTCollapsed,1) vidName = clipTCollapsed.Video{i}; vidRows = clipTCollapsed.Rows{i}; cu...
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MATLAB
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% REMOVE BAD CHANNELS - CONSISTENCY METHOD Formula % function [channel_amp_data_HighCutoff_logical, channel_grad_data_HighCutoff_logical, low_sig_range_all_channels_val_logical] = ... bst_ast_remove_bad_channels_consistency_formula(all_amp_data, all_grad_data, chanAmpDevThreshold, chanGradDevThreshold, method) ...
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MATLAB
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function e = UpdateRPtags(RP,TRIALS) % e = UpdateRPtags(RP,TRIALS) % % RP is a handle (or array of handles) to the RPco.x returned from a call % to SetupRPexp. % % % TRIALS.NextIndex is the trial index which will be used to update parameter tags % running on RPvds circuits % % % See also, ReadRPtags, ...
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MATLAB
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classdef Panel < matlab.ui.container.Panel & uix.mixin.Panel %uix.Panel Standard panel % % b = uix.Panel(p1,v1,p2,v2,...) constructs a standard panel and sets % parameter p1 to value v1, etc. % % A card panel is a standard panel (uipanel) that shows one its % contents and hides t...
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MATLAB
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function varargout = myms(str,conn,DataReturnFormat) % varargout = myms(str); % use mym % varargout = myms(str,conn); % use Matlab Database Toolbox % varargout = myms(str,conn,DataReturnFormat); % use Matlab Database Toolbox % % Wrapper function for mym and Matlab Database Toolbox % % Returns individu...
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MATLAB
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function motif = two_neuron_motif_classification(n1, n2, t1, t2) % Two neurons are the same (two distinct neurons involved) % Assume t1 <= t2 vec = [0,t1,t2]; n_distinct_times = length(unique(vec)); if n_distinct_times == 1 % Two neurons are the same, all times are the same ...
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MATLAB
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function TwoPhotonInit TwoPhotonPath = which('TwoPhotonInit'); pi = find(TwoPhotonPath==filesep); TwoPhotonPath = [TwoPhotonPath(1:pi(end)) ]; global TwoPhotonPlatform TwoPhotonSynchronization TwoPhotonConfigurationSuccessful = 0; try, TwoPhotonConfiguration; TwoPhotonConfigurationSuccessful = 1; catch, % either...
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MATLAB
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classdef weightedClassificationLayer < nnet.layer.ClassificationLayer properties % Row vector of weights corresponding to the classes in the % training data. ClassWeights end methods function layer = weightedClassificationLayer(classWeights, name) % lay...
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MATLAB
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function [figh, S] = setgcf(figname, action, varargin); % SETGCF - find/create a named figure % figh = setgcf(figname, action); % Looks for/generates a named figure performes the requested action % and returns the figure handle. If a figure of this name is not % found a new one is created and its handle returned. % % ...
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MATLAB
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function [Z,Z_mat]=plot_JSD2(Full_Parameters,Colors, parameters,subjects,simulations,plot) % This function plots the JSD against the uniform distribution as grouped boxplots paramnames= { 'h_{e}^{rest}' ,'h_{i}^{rest}','N_{ee}^{\beta}','N_{ei}^{\beta}','N_{ie}^{\beta}','N_{ii}^{\beta}','\Gamma_e',... '\Gamma_i'...
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MATLAB
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% movetype 1=append marks structure to the data array. % 2=take appended marks from data array back to marks structure. function EEG=marks_moveflags(EEG,movetype) switch movetype case 1 if ~isfield(EEG,'marks') if isempty(EEG.icaweights); EEG.marks=marks_init(si...
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MATLAB
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function result = CreateStructureForODataResult( odata_struct, odata_locations, odata_location_links ) %CreateStructureForODataResult Convert OData result to a structure if(isempty(odata_locations)) loc_result = struct('ID', [], ... 'ParentID', [], ... 'X', [...
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MATLAB
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%% some parameters to generate signal dur = 10; % total stimulus duration (seconds) nChan = 17; speaker_separation = 15; % deg Fs = 48848.125; % Fs = 24424.0625; ampScale = 0.6; %% generate click train click_dur = 0.005; % seconds click_isi = 0.05; % seconds clicksamps = round(click_dur*Fs); isisamps = round(cl...
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MATLAB
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function PlotDataRasters_OnvsOffTask % Created 29 Nov 2017 JDY % Edited 22 Jan 2018 JDY close all clc %---FLAGS---% subject = '253888'; % subject = '255183'; % subject = '255184'; session = 'WA'; OnBlock = '51'; OffBlock = '52'; Chans = [6]; Path = '/Volumes/YAO EXHD 2/PROJECTS/AM Discrim...
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MATLAB
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function plot_cross_section(model, args, plotArgs) arguments model Model = select_and_load_model(); args.AS = []; args.Fasc = []; args.Fibers = []; args.SavePlot = true; args.showTitle = true; args.ShowSubTitle = true; plotArgs.?CrossPlotProps; plotArgs.logScale logic...
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MATLAB
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%%% To plot Arnold tongues, mean instantaneous frequency, and PLV of the %%% Kuramoto model (potentially with dithering) based on data generated %%% using code in the folder KM_genData %%% 26-01-23 first commit close all clearvars fpath_read = ['..' filesep 'KM_genData' filesep 'test' filesep 'workspace']; %pat...
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MATLAB
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%% Setup util.clearAll; outdir = fullfile(util.get_paths().figs,'Suppl_Fig_3'); util.mkdir(outdir) c = util.plot.getColors(); %% Get the correlations of insular regions with the different communities beta_tables_taste = util.load.all_taste_betas(); taste_names = beta_tables_taste.sep_table.Properties.VariableNames; % N...
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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); %% load data filename = [ DD_INTERM '/con_mat_gn_kperm_stack.mat' ] ; ll = load(filename) ; allCon = ll.data ; clear ll ; %% n_animals = size(allCon,3) ; allComms = cell(n_animals,1) ...
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MATLAB
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function TPPreviewImageFunctionListCompute(dirname) % TPPREVIEWIMAGEFUNCTIONLISTCOMPUTE - Compute preview images for a directory % % TPPREVIEWIMAGEFUNCTIONLISTCOMPUTE(DIRNAME) % % runs all TPPREVIEWIMAGEFUNCTIONs in the list on the 2-photon data associated with the directory % DIRNAME and saves the results to th...
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MATLAB
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function [maxCompsV, varargout] = max_v_comps(compartsV, nNodesMax, ... nCompartsPerSect) % MAX_V_COMPS selects the voltage value of the node on or next to the % highest voltage provided, together with as many compartments as possible % up to the amount corresponding to the maximum number of nodes. % maxCompsV...
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MATLAB
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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 % 2009 %b8d3721ed219e65100184c6b95db209bb8d3721ed219e65100184c6b95db209b % % ERPLAB Toolbox % Copyright © 2007 The Regents of the University of California % Creat...
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MATLAB
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function [Y,LP]=ZeroMean(X,type) % function Y=ZeroMeanCol(X,type) subtracts mean from all subsignals of the given type % X 2-D or 3-D matrix % type One of 4 options: 'col', 'row', 'both', 'CFA' % Usage: Y=ZeroMean(X,'col') ... Y will have all columns with mean 0. % Y=ZeroMean(X,'CFA') ... Y will have...
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MATLAB
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function suite2p_importcells2stack(suite2p_Fall_file,lead_t,tpstack_file) % SUITE2P_IMPORTCELLS2STACK - import cell drawings from Suite2p to vhlab-TwoPhoton-matlab % % SUITE2P_IMPORTCELLS2STACK(SUITE2P_Fall_FILE, LEAD_T_DIR, TPSTACK_FILE) % % Imports SUITE2P cell ROIs into vhalb-TwoPhoton-matlab stacks % % SUITE2P_FALL...
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MATLAB
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function [WAKE_AllConditions,NREM_AllConditions,REM_AllConditions,WAKErel_AllConditions,NREMrel_AllConditions,REMrelTot_AllConditions,REMrelSleeptime_AllConditions,REMrelNREM_AllConditions]... =VSamountTimewindow(VsTimecourseAnim, maxep,TimeWindow) WindowLength=length([TimeWindow(1):TimeWindow(2)])/900;%length ...
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MATLAB
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function [ ChildIDs ] = FetchODataChildStructures( endpoint, cellIDs, recurse ) %FETCHODATACHILDSTRUCTURES Return a list of the IDs of all child structures %of cellIDs, including the passed IDs if isempty(cellIDs) ChildIDs = []; return end options = ODataWebOptions(); numIDs = length(ce...
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MATLAB
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%SORT_TRIALS given a set of trials loaded from zip_load this will sort the % trials based on the criteria you specify. % % sorted = sort_trials(zip_load()) Will sort the trials based on the % execution order. % % sorted = sort_trials(zip_load(), [type], [method]). Type is one of: % 'execution' - execut...
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MATLAB
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clear all close all target= 'PreSleep'; 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/MichalDataAna') home = getenv('...
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MATLAB
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% % Retrieve the color codes for a given (string) list of annotation areas % fsAreaColorCodes = fsRetrieveColorCodes(fsAreas, annotColortable) % % fsAreas = a string cell array of the areas to look up % annotColortable = the color table, read in using freesurfer's read_annotation % % % R...
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MATLAB
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function [x, y] = organizeData(HT, DATA) % [x, y] = organizeData(HT, DATA) % %Takes in HeadTracker(HT) and Data(DATA) variables from a given day and %parses out the useful information, putting it all into one raw data matrix %and one simplified matrix. % %x = [nTrial RespWin Target SecondsFromZero Azi Ele Roll] % A...
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MATLAB
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function U2=watsons_U2(A1,A2) % % U2=watsons_U2(A1,A2) % % Computes Watson's U2 statistic for nonparametric 2-sample testing of % circular data, accommodating ties. The code is derived from eq. 27.17 % Zar (1999) and its performance was verified using the numerical examples % 27.10 and 27.11 from that reference....
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MATLAB
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function [subject, session, channel, Spikes] = pp_launch_manual_sort( subject, session, channel, Spikes ) % % pp_launch_manual_sort( subject, session, channel ) % Basically just launches the splitmerge tool from UMS. But if called % with output arugments, will add all relevant variable to workspace, % which f...
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MATLAB
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function [gfx, gfy, badChannels] = phasegradient(f, badChannels, angleFlag, surroundLocs) % Calculates the phase gradient of complex matrix F % % Rory Townsend, Aug 2017 % rory.townsend@sydney.edu.au sf = size(f); f = f(:,:,:); % Set default inputs if nargin < 2 badChannels = find(isnan(sum(f, 3))); end if nargin...
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MATLAB
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function [x, y] = organizeData_2016(HT, DATA) % [x, y] = organizeData(HT, DATA) % %Takes in HeadTracker(HT) and Data(DATA) variables from a given day and %parses out the useful information, putting it all into one raw data matrix %and one simplified matrix. % %x = [nTrial RespWin Target SecondsFromZero Azi Ele Roll] %...
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MATLAB
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function save2ONE(dataPath,expRef,dat) %%% This function will save the data in the ONE format. savePath = fullfile(dataPath,expRef); mkdir(savePath) %% % trials saveONEFormat(dat.audiovisuoCode(1,:)',savePath,'_cb_trials','_cb_videoID','npy',expRef); saveONEFormat(dat.audiovisuoCode(2,:)'...
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MATLAB
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function G = HVG_alg2(ts,left,right,G,t,weight) % Code edited from the following: https://www.mathworks.com/matlabcentral/fileexchange/72889-fast-horizontal-visibility-graph-hvg-for-matlab % Fast Horizontal visibility algorithm based on: % Lan, X., Mo, H., Chen, S., Liu, Q., & Deng, Y. (2015). % Fast tra...
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MATLAB
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%% Calibration Testing clear all %handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\Cal_wave_test.rcx'; handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\FM_sweep_test.rcx'; %Load in speaker calibration file % [fn,pn,fidx] = uigetfile('C:\gits\epsych\UserFiles\SanesLab\SpeakerCalibrat...
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MATLAB
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function ecog_ViewLight(th, phi) %function loc_view(theta, phi) %this function orients the brain and always puts the lighting behind you %theta and phi are in degrees, not radians %make sure the brain plot is your current axis %this function rotates the brain and lighting to the spherical angle %inputted. it ...
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MATLAB
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function model = qtipm_pipe_SDPdcmSL(model,data,btensors,D0,mask,nvox,ind,parallel,cvxsolver) % function model = qtipm_pipe_SDPdcmSL() % % reshape data and retain voxels within the mask siz = size(data); sizm = size(model); data = reshape(data, prod(siz(1:3)), siz(4))'; model = reshape(model, prod(sizm(1:3)), sizm(4)...
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MATLAB
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function reformat_tank_data_jy(BLKS) %reformat_tank_data % Function to reformat and save ephys data from epsych program. % % Program prompts user to select TANK, then cycles through each BLOCK, % calls TDT2mat (@DJS) to reformat tank data to a matlab struct, then % saves as a -mat file in google drive folde...
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function b = TPPreviewImageFunctionListAdd(functionName, shortname, parameters) % TPPREVIEWIMAGEFUNCTIONLISTADD - Add a 2-photon preview image function to the list % % B = TPPREVIEWIMAGEFUNCTIONLISTADD(FUNCTIONNAME, SHORTNAME, PARAMETERS) % % Adds the function FUNCTIONNAME to the list of 2-photon preview image fun...
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function PARAMETERS=set_PARAMETERS() %parameters that apply to both study and test phases: PARAMETERS.fix_cross_duration.averageTime=1; PARAMETERS.fix_cross_duration.randomVariation=0.5; PARAMETERS.font_size=40; PARAMETERS.end_instruct = 'Task finished! Please press any key to exit.'; ...
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function plot_endoneuria(endosData, colorMode) % PLOT_ENDONEURIA Plot the extracted geometry from STL files. When coloMode % is 'branch' the plot is color coded based on the identified branches. If % colorMode is a integer array the the plot is going to color code in blue % only the fascicles whos IDs are in the ...
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function PlotBehaviorEphysFunctions clear all close all clc % Created 20 June 2017 JDY %---FLAGS---% NH = [{'236397'}]; CHL = [{'239151'}]; if( isunix ) Path = '/Volumes/JUSTIN EXHD/DataStore/'; else Path = 'E:\PROJECTS\DataStore\'; end %---Plot Control Data---% nh = getdata(Path,NH); plotdata...
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function [year1,VarName2] = import_json(filename, startRow, endRow) %IMPORTFILE Import numeric data from a text file as column vectors. % [YEAR1,VARNAME2] = IMPORTFILE(FILENAME) Reads data from text file % FILENAME for the default selection. % % [YEAR1,VARNAME2] = IMPORTFILE(FILENAME, STARTROW, ENDROW) Reads data...
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%This is a function that calculates cluster types for neuronal data. %Created by Haleh Fotowat function [CCStimMot,trial_ave_mat,stim_mat] = ClusterTypes(repse,stim_type_cnt,F_dff_pool_all,ISI,Motor,fn,fps,per2p,stim_size_degrees) %This is a function that clusters data through first dividing into cells %with different ...
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function [input, targetF, targetV,label,time] = LSTM_Separate_trials (DataL,SF,pattern) Ind = find(contains(SF,pattern)); % creat a list of SF elements that belong to the specific Surface-Foot combination (pattern) input = cell(1,numel(Ind)); % creating input cell for SRS values for trials corresponding to the sp...
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% To plot the overlaid connectivity maps of all cells for one cell type, % load the corresponding .mat file of that cell type located in this folder, % and then run the this code. anat_figure = figure; subplot(1,2,1); hold on scatter(dML_spiking_cells_masked(~isConn_spiking_cells_masked),-dDV_spiking_cells_masked(~isCo...
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function [AUC,C,Accuracy,ValErr] = DeepInsight3D(DSETnum,Parm) %[AUC,C,Accuracy,ValErr] = DeepInsight3D(DSETnum) % DeepInsight3D function % DSETnum is the number of dataset; e.g. dataset1.mat. dataset2.mat,... % % AUC (for 2-class problem) otherwise returns an empty matrix % C is the confusion matrix of the test set % ...
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function ieeg_label(els,varargin) % % % Examples: % 1) ieeg_label(els) % 3) ieeg_label(els,20,10,electrode_names) % % This program is free software: you can redistribute it and/or modify % it under the terms of the GNU General Public License as published by % the Free Softwar...
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function [sX,sY,ni,ssID] = sortData(X,tcol,Y,sID) % [sX,sy,ni,ssID] = sortData(X,tcol,y,sID) % % This function sorts the design matrix X and the data Y according to % subject's ID (sID) and according to time within each subject. % % Input % X: Design Matrix (nmxp, nm total # of measurements, p #of fixed effects). % ...
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% Convert PLX file to Matlab file for Uploading using DB_UploadUtility plxdir = 'D:\DataProcessing\HANSOLO\HANSOLO_20160519\plx\rep\preproc\presort\sorted\REWARM'; minSpikes = 50; make_all_MUA = false; allchannels = true; % trodes = num2cell(1:32); % trodes = num2cell([1 3 4 7 9 13 18 19 22 25 26 31]); plxes = d...
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function seqT = SplitClipDataIntoSequences(self, clipT) seqLen = self.ConfigFile.GetParams('SequenceLength'); ClipNumber = []; Video = {}; Type = []; colNames = clipT.Properties.VariableNames; singleValPerClipVars = {}; for i = 1:length(colNames) currVar = colNames{i}; if iscell(clipT.(currVar)) if ...
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tic fslDirectory = '/home/project/fsl/bin' referenceGroupList = textread('reference_group_list.txt','%s') comparisonGroupList = textread('comparison_group_list.txt','%s') meanRefImageName = 'mean_ref_fish_image.nii' sdImageName = 'std_fish_image.nii' referenceFishImage = 'standard_ref_dis.nii'; %% Set the FSL ...
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%% clear all close all run(['..' filesep 'def_local']) addpath(path_fieldtrip) ft_defaults %% allfiles={'405','406','407','408','409','410','411','412','413','414','415','416','417','418','419','420','421','422','423'}; % TFR params tlen = 1; fres = 1/tlen; minf = fres; maxf = 30; tstep = tlen/10; twin = [-2, 12]; ...
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% PURPOSE: subroutine for ploterpGUI.m % Creates default X ticks for ERPLAB's plotting GUI % % FORMAT % % def = default_time_ticks(ERP, trange) % % INPUTS % % ERP - ERPset % trange - min and max ERP window time in ms % % OUTPUT % % def - tick values to show in x axis % % *** This function is par...
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%% NBRIF tank = 'ZAZU_2'; block = 11; win = [0 0.1]; data = TDT2mat(tank,sprintf('Block-%d',block),'type',[2 3],'silent',true); % emap = [17 31 19 29 21 27 23 25 18 32 20 30 22 28 24 26 1 15 3 13 5 11 7 9 2 16 4 14 6 12 8 10]; chans = data.snips.eNeu.chan; levels = data.epocs.Levl.data; ulevel = unique(levels); on...
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%% Prepare Psychtoolbox Screen('Preference', 'SkipSyncTests', 0); PsychImaging('PrepareConfiguration'); PsychImaging('AddTask', 'General', 'FloatingPoint32Bit'); PsychImaging('AddTask', 'FinalFormatting', 'DisplayColorCorrection', 'ClampOnly'); PsychImaging('AddTask', 'General', 'EnableBits++Mono++Output'); rc = Ps...
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MATLAB
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function gseq = randGellerman(n,plotseq) % gseq = randGellerman([n],[plot_sequence]) % % Returns randomized trials for two-alternative forced choice task based on % the rules outlined by Gellerman, 1933. % % n ... scalar integer value determines length of sequences % Note that not all values will ...
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MATLAB
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function [ projectHome, CUDAdirectory, CUDAlibSubdirectory, MATLABdirectory, sourceDir, objDir, mexDir, mexSourceDir ] = myCUDAPaths( ) %MYPATHS this function contains path information to the CUDA and MATLAB folders. % This is used for compiling CUDA files into mex files. %% 1. Set absolute path to the base dir...
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MATLAB
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%% Code which contains the parameters: function [x,v,s,h,f] = parameters curdir = pwd; init; cd(curdir); %% Control the fine tuning of the bifurcation here: % you can increase or decrease the step size, total number of points etc % here: opt = contset; opt=contset(opt,'Singularities',1); opt=contset(opt,'MaxNumPoints'...
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MATLAB
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tic fslDirectory = '/home/ejh22/project/fsl/bin' referenceGroupList = textread('reference_group_list.txt','%s') comparisonGroupList = textread('comparison_group_list.txt','%s') meanRefImageName = 'mean_ref_fish_image.nii' sdImageName = 'std_fish_image.nii' referenceFishImage = 'standard_ref_dis.nii'; %% Set th...
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%% Code which contains the parameters: function [x,v,s,h,f] = parameters curdir = pwd; init; cd(curdir); %% Control the fine tuning of the bifurcation here: % you can increase or decrease the step size, total number of points etc % here: opt = contset; opt=contset(opt,'Singularities',1); opt=contset(opt,'MaxNumPoints'...
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function index = windingNumberAngles(vx, vy, loc, radius, type) % Estimate the winding number (Poincare index) around a circle of radius % RADIUS centred on the the row and column coordinates in LOC in the vector % field defined by VX and VY, by computing the angular differences between % all consecutive vectors. TYPE ...
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function C = TrialFcn_TemporalSlewingPTB(C) % C = TrialFcn_TemporalSlewingPTB(C) % % Noise/Flash temporal slewing. Uses the PhotodiodeMarker to initiate a % 'trial'. TDT generates noise stimulus with some specified delay % following photodiode onset. PTB generates a screen flash at a specified % delay. % % Stim.Flas...
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MATLAB
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function [evtB,Clr]=ShowM_ASSEM(Tmtx,iFR,CL,iFRred,ret,TrCol,sc) % Plot a heatmap timeseries showing the activation pattern of lots of assemblies % % Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk if nargin<4, iFRred=[]; end; if nargin<5, ret=0; end; if nargin<6 || isempty(TrCol), TrCol='k'...
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%% Code which contains the parameters: function [x,v,s,h,f] = parameters curdir = pwd; init; cd(curdir); %% Control the fine tuning of the bifurcation here: % you can increase or decrease the step size, total number of points etc % here: opt = contset; opt=contset(opt,'Singularities',1); opt=contset(opt,'MaxNumPoints'...
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MATLAB
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%% Code which contains the parameters: function [x,v,s,h,f] = parameters curdir = pwd; init; cd(curdir); %% Control the fine tuning of the bifurcation here: % you can increase or decrease the step size, total number of points etc % here: opt = contset; opt=contset(opt,'Singularities',1); opt=contset(opt,'MaxNumPoints'...
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function matrix = get_pce_matrix_iterate(res_list, cluster_list_with_image_idx, merged_cluster_num, img_dim, dir, iter) % This function compute PCE matrix which includes pairwise PCE correlation among all current clusters. % INPUT: % res_list A list of residual paths % cluster_list_with_image_idx A list o...
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%PAL_arbLogistic Evaluation of an arbitrary Logistic Psychometric % Function. The "arbitrary" refers to the fact that the location (aka threshold) % parameter is flexible. It does not have to correspond to the midpoint between % the upper and lower asymptotes. Instead, it can be any arbitrary proportion. % ...
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clc; clear; close all Fig5c=figure(); NN = 500; %number of afferents N_mu=500; %There are \mu independent embedded patterns, 500 simulations (number of simulations) Results1=zeros(N_mu,NN); % w_{\itBP} Results2=zeros(N_mu,NN); % w_{\itBPB} Results3=zeros(N_mu,NN); % w_{\itBPBP} Results4=zeros(N_mu,NN); %...
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function spikes = merge_clusters(spikes, to, from) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/09/2010 % % merge_clusters - Merge two clusters after automatic hierarchical aggregation. % % Usage: % spikes = merge_clusters(spikes, to, from) % % Description: % SPIKES = MERGE_CLUSTERS(SPIKES, TO...
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%% Reorder channels according to the standard 10/20 (and extended 10-10) system. % % Channels whose labels match the canonical list are placed first, in % front-to-back / left-to-right order. Non-matching channels (eye % channels, mastoid references, bipolar derivations, etc.) are appended % at the end in their origin...
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clear all close all target= 'Task'; 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/MichalDataAna') home = getenv('HOME...
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clear subjfolder = dir('F:\fMRI_QC\fmri-open-qc-rest_bias_corrected\sub*'); for subji = 91:length(subjfolder) fprintf('extracting pca components for subject %d',subji) % load masks v_WM = spm_vol(fullfile('F:\fMRI_QC\fmri-open-qc-rest_bias_corrected', subjfolder(subji).name, 'masks', 'mask_WM_99.nii'...
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function decoder = train_pattern(cfg0, X, Y) % [decoder] = train_pattern(cfg, X, Y) % Linearly estimates the feature pattern corresponding to activity in a latent component as % prescribed in X. Several patterns may be trained indepedently, corresponding to several % latent components. % % X Vecto...
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function decoder = train_LDA(cfg0, X, Y) % [decoder] = train_LDA(cfg, X, Y) % Trains a linear discriminant analysis decoder. % % X Array of length N, where N is the number of trials, that specifies the class % label (0 or 1) for each trial. % Y Matrix of size F x N, where F i...
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%% ECoG Map tank = 'THYME_ECog'; block = 3; % emap = [1 5 9 13 20 24 28 32; 2 6 10 14 19 23 27 31; 3 7 11 15 18 22 26 30; 4 8 12 16 17 21 25 29]'; emap = [1:4;5:8;9:12;13:16;20:-1:17;24:-1:21;28:-1:25;32:-1:29]; win = [0.0 0.05]; denoise = 1; scaleall = 0; data = TDT2mat(tank,sprintf('Block-%d',block),'type'...
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%% Setup % This script is for checking the controls % TODO: First step: keep the high and low betas separate and get the rinse util.clearAll; outdir = fullfile(util.get_paths().figs,'controls'); util.mkdir(outdir) %% load the data and combine betas % Read beta values and calculate their correlation % TODO: First ste...
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MATLAB
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function [new_positions,gfiltered_CSD] = gaussian_filtering(positions,unfiltered_CSD,gauss_sigma,filter_range) %function [new_positions, gfiltered_CSD]= ... %gaussian_filtering(positions,unfiltered_CSD,gauss_sigma,filter_range) % %This function filters the CSD using a gaussian filter. % %positions: The CSD position...
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MATLAB
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function varargout = DB_GetWave(channel_id,epoch) % W = DB_GetWave(channel_id) % W = DB_GetWave(channel_id,epoch) % [W,T] = DB_GetWave(...) % [W,T,P] = DB_GetWave(...) % % Retrieve wave data for channel_id bounded by the values in epoch. Epoch % two scalar values in seconds (ex: [10 100]) restricting the data a...
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MATLAB
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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/MichalDataAna') home = getenv(...
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function update_USERDATA_SanesLab(Next_trial_type,NextTrialID,TRIALS) %update_USERDATA_SanesLab(Next_trial_type,NextTrialID,TRIALS) % %Custom function for SanesLab epsych % %This function updates the global variable USERDATA. % %Inputs: % Next_trial_type: String indicating the type ('GO', 'NOGO' or 'REMIND") of % ...
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function plot_LFP_rf(W,P,param,cfg) % plot_LFP_rf(S,P,param,cfg) % % For use with DB_QuickPlot % % DJS 2013 win = [cfg.win_on cfg.win_off] / 1000; % ms -> s svec = floor(win(1)*P.wave_fs):round(win(2)*P.wave_fs); % Organize by stimulus onsets onsamp = round(P.VALS.onset * P.wave_fs); % Reorganize by s...
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function Y = signalPath(signal,modpath,C,gw_alpha,upsample) % Y = signalPath(signal,modpath,C,[gw_alpha],[upsample]) % % Apply gaussian kernel across channels following any arbitrary path. % % Input: % signal ... 1xN signal to be spread across nChan channels % modpath ... 1XN signal modulating signal across nCha...
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MATLAB
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function PE=DecodePredErr(FR,evt0,reg) % CVE decoding on erroroneous behavioural trials % % (c) 2014, Daniel Durstewitz, Dept. Theoretical Neuroscience, CIMH % Mannheim/ Heidelberg University % Edited by Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Input Variables: % FR: Firing rate matrix [...