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MATLAB
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231
%% Raster Features Display################################################# % Script that read and plot boxplots of Raster Features: [24] % between or among Conditions for Several Experiments. % Figs % 'RateNeurons','ActivityTime','ActiveRatioCAG','Ef...
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MATLAB
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function [test_indices train_indices ind]=cv_stratified_multilabel_DBP(N,n_folds,bestmodel) % N is the label matrix % Stratifies by discretizing multiclass tracking data into one unique label % after binning individual classes. The final discretized label makes up a % combination of individual classes labels. % ...
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MATLAB
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%% LIFonly for Pixels. E is divided into S and C cells %% Input: % Th idea of this is similar to MF+v, but all L4 input % LGNFreq on/off frequencies of LFN input % L4E, L4I Total E/I input kick numbers % Assume L4SE/CE/IE are proportional to presynaptic ne...
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MATLAB
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% This program is to plot Tph behaviors for Opto-fMRI experiments % % % % % % by Hiro Taiyo Hamada, 2020/09/29th, % data loading TPH4F = load('Tph4-2_Fixed.mat'); TPH4R = load('Tph4-2_Random.mat'); TPH10F = load('Tph10_Fixed.mat'); TPH10R = load('Tph10_Random.mat'); TPH11F = load('Tph11_Fixed.mat'); TPH11R = load('Tp...
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MATLAB
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close all; clear mex; funtype = 'gpu'; %funtype = 'cpu'; %funtype = 'matlab'; kCNNFolder = '..'; addpath(kCNNFolder); addpath(fullfile(kCNNFolder, 'matlab')); if (strcmp(funtype, 'gpu') || strcmp(funtype, 'cpu')) kMexFolder = fullfile(kCNNFolder, 'c++', 'build'); kBuildFolder = fullfile(kMexFolder, funtyp...
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MATLAB
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function [amp, dur, freq, thres] = getImmPausePeak(beh, varargin) %Extract characteristics of troughs and peaks of ACh signal during periods %of immobility % % [amp, dur, freq, thres] = getImmPausePeak(beh) % [amp, dur, freq, thres] = getImmPausePeak(beh, NumStd) % % Description: This function is analyzing...
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MATLAB
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function varargout=xwt_ax(ax,x,y,varargin) %% Cross wavelet transform % Creates a figure of cross wavelet power in units of % normalized variance. % % USAGE: [Wxy,period,scale,coi,sig95]=xwt(x,y,[,settings]) % % x & y: two time series % Wxy: the cross wavelet transform of x against y % period: a vector of "Fourier" per...
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MATLAB
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clear all, close all load data_res.mat x = 0:.001:5; y = ones(size(x)); tau_complete = []; RM = []; %% Case 1.75k sel = tau1_75k.t > 4.5; stability = mean(tau1_75k.I(sel)); plot(tau1_75k.t, tau1_75k.I-stability); hold on top = max(tau1_75k.I); tau_value = (top-stability)/exp(1); line(x, y*tau_value, 'Col...
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MATLAB
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function [y_kf_prior, y_kf_post, y_ks, P_kf_prior, P_kf_post, P_ks, kf_gain, eta, y_kf_pred, P_kf_pred, r] = arma_kalman_filter(y, b, a, varargin) % arma_kalman_filter - Removing lowpass noise using a first order linear Kalman filter and smoother. % % Syntax: [y_kf_prior, y_kf_post, y_ks, P_kf_prior, P_kf_post, P_ks...
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MATLAB
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% Requires to load myNetworkDataSet_XXXX.mat FILE % Directory: clear; %close all; fprintf('\n>Read Exported Node Parameters from Gephi &') fprintf('display PDFs and CDFs of node parameter\n') fprintf('It considers Nodes with Degree>0 in C_i or peviously Degree>0 in C_i-1\n'); Load_Default_Directories; Dirpwd=pwd; slash...
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MATLAB
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function [hCfg, res] = kilosort(loadPath,confirm_flag) %KILOSORT Import a Kilosort session from NPY files if nargin<2 confirm_flag=true; end [hCfg, res] = deal([]); phyData = loadPhy(loadPath); if ~isfield(phyData, 'loadPath') return; end loadPath = phyData.loadPath; cfgData = struct(); cfgData.outputDir = l...
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MATLAB
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behLoaded = menu('beh loaded into workspace already?','yes','no'); switch behLoaded case 2 %% Select .mat files you want to add to summary data structure fPath = 'R:\tritsn01labspace\'; [fName,fPath] = uigetfile([fPath,'*.mat'],'MultiSelect','On'); beh = extractBeh(fPath, fNam...
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MATLAB
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%% Script to carry out time-frequency analysis of segmented EEG data. % The time-frequency analysis is carried out using complex Morlet wavelets. % The spectral bandwidth is defined by defining the fwhm and the empirical % fwhm is estimated for each frequency of interest and expressed in time % and frequency domain. %...
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MATLAB
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%***************GENERAL************************ %It works for single voxel spectroscopi and MEGA PRESS acquisition %to make it works you need to add (almost) all subdirectorie in your matlab %path %***************IMPORT DATA**************** %For just a few acquisition you can select the directories of dicom fi...
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MATLAB
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function DataAugmFor2D(DataPath,bg,est_beta2,beta1,beta2,alpha,recorrupt_times) if nargin<3,est_beta2=1;end if nargin<2,bg=100;end if nargin<6,alpha=[0.5,1.5];end if nargin<5,beta2=[10,15];end if nargin<4,beta1=[0.5,1.5];end if nargin<7,recorrupt_times=100;end % -------------------------------------------------------...
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MATLAB
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function burst_res = burst_analysis(app) %BURST_ANALYSIS Summary of this function goes here % Detailed explanation goes here cla(app.ax_msna_raw), cla(app.ax_burst_interval_his), cla(app.ax_burst_duration_his),... cla(app.ax_burst_amplitude_his),cla(app.ax_burst_integral_his), cla(app.ax_burst_res),... cla(app.ax_msn...
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MATLAB
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%% PureOdorAnalysis_ExampleAnimals % This script analyzes two exemplary animals, one gregarious and one % solitarious animals. It produces heatmap % (s.d. projection and mean % intensity projection) and time course figures % for each stimulus. % % Version: % 05-Jan-2024 (R2023a) % Prepare clc; clear all; close all wa...
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MATLAB
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function res = computeRho(dRes, res, hCfg) %COMPUTERHO Compute rho values for spike features res.rhoCutSite = zeros(hCfg.nSites, 1, 'single'); res.rhoCutGlobal = []; % compute rho cutoff globally if hCfg.useGlobalDistCut res.rhoCutGlobal = estRhoCutGlobal(dRes, hCfg); end hCfg.upda...
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MATLAB
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function [tr,wl,int] = correct_irradiance_file %%%%%%%%%%%%% Loads dark files %%%%%%%%%%%%%%%%%% [s,w]=dos('dir/B d*.txt'); %display the filenames of the txt files in the current directory that start with d dtxt=regexp(w, '.txt', 'split'); %splits the character array into cell array of strings dtxt...
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MATLAB
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function SpikeRhythm %21s–Ú‚ÉBreakPoint‚ð’u‚¢‚ÄŽg—p‚·‚é close all; clear all; cd('C:\Users\kit\Desktop\WR_LVdata'); % dpath = uigetdir('C:\Users\kit\Desktop\WR LVdata'); [fname2,dpath] = uigetfile('*');%Å‰‚̃tƒ@ƒCƒ‹‚ðŽw’è cd C:\Users\kit\Desktop\CheetahData Spath=uigetdir; eval(['fnameEV=''',Spath,'\E...
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MATLAB
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function timingReport = reconstructSiemensMP2RAGEwithFatNavs(reconPars) % function timingReport = reconstructSiemensMP2RAGEwithFatNavs(reconPars) % % Dependencies: %%%%%%%%%%%%%%% % % %% Required %%: % % SPM 12 (www.fil.ion.ucl.ac.uk/spm) % For coregistration of FatNavs ('spm_realign'). % Thi...
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MATLAB
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%% BerryLeafAnalysis_ExampleAnimals % This script analyzes two exemplary animals, one gregarious and one % solitarious animals. It produces heatmap % (s.d. projection and mean % intensity projection) and time course figures % for each stimulus. % % Version: % 05-Jan-2024 (R2023a) % Prepare clc; clear all; close all w...
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MATLAB
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% Code written by Carrie Stine % Michael Bruchas Lab - UW % Extracts photometry data from TDT Data Tank. % Outputs photometry data as a .mat file in format compatible with % my custom photometry analysis. % REQUIRES TDTbin2mat.m file to be in the path! %% Reset MatLab workspace - clears all variables and the comman...
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MATLAB
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function [anatQA,int_data] = spmup_anatQA(varargin) % *This implements some of the the anatomical QA measures from the* % *Preprocessed Connectome Project Quality Assurance Protocol (QAP)* % <http://preprocessed-connectomes-project.org/quality-assessment-protocol/> % % FORMAT: anatQA = spmup_anatQA(anat,c1,c2,option)...
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MATLAB
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function processSession_FAoverTime(inputFileName,outputFileName,dataDir) load(fullfile(dataDir,inputFileName)) %% get binned spike counts tic trialDur = 1; tolerance = 0.05; % within 50ms tsd = trials.Speed2D; trialdurs = [tsd.PDend]-[tsd.PDstart]; invalidDurs_idx = abs(trialdurs-1)>tolerance; tsd(invalidDurs_idx)=[];...
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MATLAB
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function [BkgMedian,MaxValues,Trace,Sig2NoisePeak]=mnl_ExtractVoxelValuesForTraces_v7(Trace,Data,BkgMedian,MagThresh,NumLengthThresh) %New extraction method to calculate the mean cell values following this %pathway. But now it also filters according to the brightness magnitude too % 1) Visualise the Colour Distribution...
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MATLAB
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function MakeMultimerNet_Group20150318 %‘“–‚½‚è‚Å100000‰ñ‚Æ‚©‘½—ʑ̔äŠr‚ð‚µ‚ÄA‚»‚̃yƒA‚ªŒ‹‡‚ðì‚éŠm—¦‚ðŽZo‚·‚éí–@ % %”zü‚Ì•û–@@C % %‘ŠŒÝ”Fޝ‚̉ñ”‚ÅŽw’è‚·‚éê‡AC=0A×–EƒyƒA‚ ‚½‚è‚̉ñ”‚ðMatching‚ÅŽw’èB % %Œ‹‡”‚ðŽw’è‚·‚éê‡AC=1A–{”‚ÍConnections‚ÅŽw’èB‘½d•Ó‚ð‚·‚×‚ÄƒJƒEƒ“ƒg‚·‚éB % %Œ‹‡×–E‚ÌŠ...
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MATLAB
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function SpikeDataAnalysis20180708 clear all; close all; % AllSpikeData‚©‚çSpikeDataMatrix‚ðì¬A‚³‚ç‚ÉSpikeDayMatrix‚ðì¬‚µ‚āASpikeƒf[ƒ^ˆê——‚ðì¬B‚ǂ̓ú‚ÌRec‚ð‰ðÍ‚·‚é‚ׂ«‚©‚ðl‚¦‚邽‚߁B % SpikeDataMatrix//3ŽŸŒ³A‚·‚ׂĂÌ3ŽŸŒ³‚ō¶‚©‚ç“ú•tAƒ^ƒXƒN# % 3ŽŸŒ³‚Í, 1.‘×–E”, 2.Šˆ“®×–E”i0.5j,3.‰E‘«”½‰ž×–E...
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MATLAB
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function tmcomptest(X,alpha) %TMCOMPTEST Tukey's HSD multiple comparisons test among proportions. % A statistical analysis used for count data is to compare the proportions % of a binary outcome of interest for two or more groups. % This m-file it is an implemented alternative to the Marascuillo's test and % identi...
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MATLAB
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%% plot figure 2 clearvars -except Behav_path Path_figures Path_variables close all SubjectID={'S01' 'S02' 'S04' 'S05' 'S06' 'S07' 'S08' 'S10' 'S11' 'S12' 'S15' 'S17' 'S18' 'S19' 'S20' 'S22' 'S24','S21','S25','S23'}; Drug=[3 1 1 2 3 2 3; 3 1 3 2 1 2 0; 1 3 2 1 3 2 0; 2 1 1 3 2 3 0; 2 1 3 1 2 3 0; 1 3 2 3 1 2 0; 3 1 ...
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MATLAB
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function ob = fatrix2(varargin) %function ob = fatrix2('odim', odim, 'mask', mask, 'arg', arg, [options]) %| %| Construct fatrix2 object, a matrix generalization for representing %| any linear operator. The 'f' might stand for 'fake' or 'function-based' %| or 'fancy' or maybe a last name? %| The caller can provide a ...
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MATLAB
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function Positive_Negative_RLt_Sum20201208 path=['C:\Users\C238\Desktop\touchcellLtRt_Hirokane']; cd(path); LS=ls; SumLtouchPoint=zeros(1,10); SumLtouchFire=zeros(1,10); SumRtouchPoint=zeros(1,10); SumRtouchFire=zeros(1,10); SumLtouchUnit=[]; SumRtouchUnit=[]; SumLtouchPointUnit=[]; SumRtouchPointUni...
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MATLAB
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function Positive_Negative_RLt_Sum20200303 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; SumLtouchPoint=zeros(1,10); SumLtouchFire=zeros(1,10); SumRtouchPoint=zeros(1,10); SumRtouchFire=zeros(1,10); SumLtouchUnit=[]; SumRtouchUnit=[]; SumLtouchPointUnit=[]; SumRtouchPointUn...
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MATLAB
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close all; clear mex; funtype = 'gpu'; %funtype = 'cpu'; %funtype = 'matlab'; kCNNFolder = '..'; addpath(kCNNFolder); addpath(fullfile(kCNNFolder, 'matlab')); if (strcmp(funtype, 'gpu') || strcmp(funtype, 'cpu')) kMexFolder = fullfile(kCNNFolder, 'c++', 'build'); kBuildFolder = fullfile(kMexFolder, funtyp...
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MATLAB
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%PSTH r1ms before the stimulus and r2ms after the stimulus (r1+r2+1)/10 %should be an integer %% 1. read files disp('select a RHD file'); read_Intan_RHD2000_file disp('select a plx file'); addpath(genpath('C:\Users\ywang28\Documents\MATLAB\Matlab Offline Files SDK')) readall %% 2. set parameters r1 = 10; ...
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MATLAB
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function [dat] = ft_fetch_data(data, varargin) % FT_FETCH_DATA mimics the behaviour of FT_READ_DATA, but for a FieldTrip % raw data structure instead of a file on disk. % % Use as % [dat] = ft_fetch_data(data, ...) % % See also FT_READ_DATA, FT_FETCH_HEADER, FT_FETCH_EVENT % Copyright (C) 2009-2013, Jan-Mathijs Sch...
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MATLAB
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function controlfilename = createLCmodel_control_laser7T(metabname,l1,l2,l3,preproc_dir) do_water_scaling=0; doecc=0; T2metab=1; %triky do ecc only for suj46 if findstr(metabname,'Suj46_100803_MC_slaser_TE_35_NEX128') doecc=1; end if T2metab ind = findstr(metabname,'TE_'); TEval = metabname(ind+3:ind+5); if...
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MATLAB
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clc clear all close all %% Get DLC-generated CSV file and plot mouse position over time using TailBase position % 60 minutes total % If file is shorter than that, to end of video % Change TailBasex\TailBasey to the x and y you are interested in file = uigetfile('.csv'); data = readmatrix(file); graphtitle ...
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MATLAB
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% clear; clc; close all; addpath(genpath('eeglab2023.0')); newset = 0; subject = 1; %sub= 1 2 3 4.... % subject==1 set = 1; if subject ==1 starting = [11000 8000 11800 16500]; % toplot = [1 3;5 7;15 16;18 17;26 25;30 29]; %F3 C3 O1 O2 C4 F4 end % if newset fprintf('enter "eeglab" in...
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MATLAB
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% This script reproduces Figure 7 in the results of the manuscript. % It estimates the centroids and the probability model using the % bootstrapping method described in the Method section of the article. % % The first part of this script loads the features extracted from the SP % maps of all patients in our datas...
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MATLAB
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function varargout = SetXYZCoordinates(varargin) % SETXYZCOORDINATES M-file for SetXYZCoordinates.fig % SETXYZCOORDINATES, by itself, creates a new SETXYZCOORDINATES or raises the existing % singleton*. % % H = SETXYZCOORDINATES returns the handle to a new SETXYZCOORDINATES or the handle to % the ex...
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MATLAB
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function imab_overwrite(filename, data, clims, bSep, noCols, cmap) % function imab_overwrite(filename, data, clims, bSep, noCols, cmap) % % Just output the 2D, 3D or 4D data as quickly as possible to a file % % Concatenates the slice dimension from left to right, and the time % dimension from top to bottom. % % bSep i...
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MATLAB
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function [QT_ML, QT_BYS] = QT_analysis_GaussianFit(ecg, fs, varargin) % Perform QT interval analysis using Gaussian fitting methods. % % Syntax: % [QT_ML, QT_BYS] = QT_analysis_GaussianFit(ecg, fs) % [QT_ML, QT_BYS] = QT_analysis_GaussianFit(ecg, fs, soi1, varNoise, plot_results) % % Inputs: % ecg: Single-cha...
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MATLAB
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%% loading data tmp = load('dataFig45.mat','IPD150','IPD300','IPD450','ILD25','ILD30','ILD35','ILD40','ILD45'); %% data for binaural phase tuning PHs = -540:10:540; % cyclic extention of the data to +/- 540 degrees PH150 = PHs/360*1000/150; PH300 = PHs/360*1000/300; PH450 = PHs/360*1000/450; % IPD 150 ...
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MATLAB
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%% Analysis of neural tangling %% load dataa sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'C:\Users\edward.horrocks\Documents\Code\V1Dynamics\Data\basic_111022'; s = struct; for isession = 1:5 tic ...
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MATLAB
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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MATLAB
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function update_annotate_axis(app) int_idx = find(strcmp(app.popup_int_annotate.Value,app.popup_int_annotate.Items)); int_name = app.popup_int_annotate.Value; if int_idx == 1 borders = [nan nan]; else tmp =find(vertcat(app.burst_ints.type) == 1); borders = app.burst_ints(tmp(int_idx-1)).borders; end xl...
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MATLAB
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clear; close all; clc; addpath 'G:\Sameni\Documents\Papers\Journal 40 (Spline ECG Filtering)\CODES' % % % dbstop if warning type = 'Arrhythmia'; switch(type) case 'Normal' pth = 'J:\ECGData\Normal'; fs = 128; segstart_list = 0 : 60 : 30*60; % segstart_list = 0 : 600 : 12*3600; dif...
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MATLAB
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function varargout = Smoother(varargin) % Smoother % Allows the user to decide on different levels of smoothness for the % trajectories % Uses the convolution of the trajectory with a Gaussian % % 11/15/2013 BRC % -corrected the ability to re-smooth the original data (and not % re-smooth an already smoothe...
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MATLAB
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% Authors : Tatjana Schmitt & Simon Wadle 2019-2023 %function reads tiff stacks and scales pixels down to end size function resized_image = tiff_stack_import_block_process(tiff_fullpath, end_size) if iscell(tiff_fullpath) nr_tiffs = size(tiff_fullpath,2); nr_frames = zeros(1,nr_tiffs); %calcu...
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function update_spikelag_display(app, status) edges = -0.5 :0.005:3; switch status case 'new' spks = app.spike_res.spike_lag.spks; num_beats = app.edt_num_beat.Value; mov_mean = app.edt_lag_movmean.Value; cluster = find(strcmp(app.popup_cluster_lag.Value,app.popup_cluster_lag.Items)...
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clear close all; clc % parameters logfileame = 'SVMOptimizedParamters03.txt'; outputfileame = 'SVMOptimizedParamters03Submission.csv'; % % % bins = [50 75 100 120 180 250 300 500 750];%75:6:81;%120; % % % bins = 120;%50:1:550;%:13:250;%75:7:120;%75:6:81;%120; % % % bins = 77; % gmorder = 5; % dropfeatures = 5; sigma =...
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function ecg_strip_viewer_multichannel(data, fs, varargin) % ECG Strip Viewer - Multichannel Version % % A tool for visualizing multilead ECG signals. % % Usage: % ecg_strip_viewer_multichannel(data, fs, ch_names, ref_ch, t1_small, t2_small, t1_long, t2_long, Title) % % Inputs: % data: Multilead ECG signal data. % ...
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%%%% Find trigger threshold, start t=0 there, create table, convert %%%% duration to seconds load('DAQ_10mW_Pvst.mat') calibrate = 59.2613; temp = find(DAQ_10mW.ai3>1.5 ); temp = temp(1,1)-3; DAQ_10mW_t = timetable2table(DAQ_10mW,'ConvertRowTimes',false); DAQ_10mW_t = removevars(DAQ_10mW_t,'ai3'); DAQ_10mW_t.Time = ...
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function y3=RepeattouchWL2 global CCresultRtouchWon CCresultLtouchWon RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 % cd('C:\Users\C238\Desktop\CheetahData\2019-9-15_14-29-36 17301-03'); % dpath=('C:\Users\C238\Desktop\CheetahData\2019-9-15_14-29-36 17301-03\'); % dpath3=('C:\User...
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function [movie_frame] = project_s3_partition(N,varargin) %PROJECT_S3_PARTITION Use projection to illustrate an EQ partition of S^3 % %Syntax % [movie_frame] = project_s3_partition(N,options); % %Description % PROJECT_S3_PARTITION(N) uses projection to illustrate the partition of % the unit sphere S^3 into N regions. %...
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function x = beeswarm(x,y,varargin) %function xbee = beeswarm(x,y) % % Input arguments: % x column vector of groups (only tested for integer) % y column vector of data % % Optional input arguments: % sort_style ('nosort' - default | 'up' | 'down' | 'fan' | 'rand' | 'square' | 'hex...
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function [AnaData]=analyze_single_Shira(filename_12,filename_21,priorCond,subj_NUM,DATA_DIR) PLOTALL=1; global use_log %AZ 2023_07_11 if nargin <4 plotfig=1; end distanceX =[4 2 1 0.5 0.25 0.125 0.0625 0.03125 0.015625 0.0078125]; distanceX =[-1*distanceX 0 fliplr(distanceX)]; %AZ 2023_06_29 to use th...
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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function WeightPreferAttach20171118 % WeightPreferAttach20151231 global Neurons Add %Œ‹‡‚Ì‘½‚¢‘ŠŽè‚Æ‚³‚ç‚ÉŒ‹‡‚ðì‚è‚â‚·‚¢ƒlƒbƒgƒ[ƒN %Œ‹‡‹­“x‚É‚æ‚é—Dæ“IŒ‹‡ƒ‚ƒfƒ‹ %Œ‹‡‚̍ì‚è‚â‚·‚³AÅ‰‚͈ê—l•ª•zAŒ‹‡‚ª‚Å‚«‚邯Add‚É‚æ‚èì‚è‚â‚·‚³‚ª‘‰Á clear all; close all; % Reciprocal=0.2;%0ˆÈŠO‚̂Ƃ«‚ɂ́A“¯Žž‚É”...
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function P = Parameters_Func(Scale_Factor,P) General_Parameters.Version_Num = '2.0'; General_Parameters.Image_Format = @(x) im2uint8(x(:,:,1)); General_Parameters.Plot1 = 0; Auto_Tracing_Parameters.Plot_On_Off = General_Parameters(1).Plot1; Auto_Tracing_Parameters.Plot_Trace = 1; General_Parameters.Graphs...
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function hAxes = subplot1(M,N,varargin); %------------------------------------------------------------------------- % subplot1 function An mproved subplot function % Input : - If more than one input argumenst are given, % then the first parameter is the number of rows. % If single input a...
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%This file demonstrates prDeep applied to coded diffraction pattern and %oversampled Fourier phaseless measurements %Chris Metzler addpath(genpath('..')) addpath('~/matconvnet/matlab'); addpath(genpath('~/D-AMP_Toolbox')); addpath(genpath('~/fasta-matlab')); %Parameters denoiser_RED='DnCNN';%Available options are NLM...
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function writeDataToAtlas(atLabs, atFile, data, dataLabs, ofAppend) % Write Data Values to Atlas ROIs in NIfTI Files % % This function updates atlas NIfTI files by writing new data values into % each Region of Interest (ROI) defined in the atlas. It matches the % provided data labels with the atlas labels and ass...
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function [Chi2,pval,effect_size]=rst_independence(X,Y,test) % this function allows to test the independance of two data sets X and Y % for 2 x 2 contingency tables % % FORMAT [Chi2,pval,effect_size]=rst_independence(X,Y,test) % % INPUT X and Y are two vectors (n*1) of 1s and 0s indicating success or failure % us...
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function [pdf, sigma] = circ_ksdensity(T, ti, method, sigma) %CIRC_KSDENSITY Probability density function of circular data. % % ------------- % INPUT % ------------- % T - circular data values, n-by-1 vector % ti - vector location in angles of even-spaced points where % the pdf is to be computed (1:360 for example...
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function P = Parameters_Func(Scale_Factor,P) General_Parameters.Version_Num = '2.0'; General_Parameters.developer_mode = false; General_Parameters.Image_Format = @(x) im2uint8(x(:,:,1)); General_Parameters.Plot1 = 0; Auto_Tracing_Parameters.Plot_On_Off = General_Parameters(1).Plot1; Auto_Tracing_Paramete...
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MATLAB
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function spec_info = explore_spectro_data(P) if ~exist('P','var') P = spm_select([1 Inf],'dir','Select directories of dicom files'); end if exist('spec_info','var'),found=length(spec_info);else found=0;end %#ok<SEPEX,NODEF> for nbdir=1:size(P,1) [afid, adcm]=spec_read_all(deblank(P(nbdir,:))); if ~isempt...
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function [rawS] = extractRaw_fft(varargin) %%Extract raw photometry data from multiple recordings into a single %%structure and parse by specified behavioral state, for FFT analysis with %%function getFft % % [rawS] = extractRaw_fft() - extract new data into structure % [rawS] = extractRaw_fft(fPath, fName) - ext...
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%SaveFragLetterSloanImages %code to generate fragmented letters, similar to the VOSP test, then save as .tif files %here using Sloan letters, loaded from image files %specify image size, a set of IntactProp levels (proportion of the letter that is intact where lower=more fragmented) levels, % plus checksize under image...
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function component = buildMotionComponent(controllerName,controllerParams,varargin) % Build motion component % % function buildMotionComponent(controllerName,controllerParams,stageName1,stageParams1,...stageNameN,stageParamsN) % % % Purpose % Construct a motion hardware component object from one of the available cla...
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% Copyright 2024 Eelke Spaak, Donders Institute. % See https://github.com/Spaak/rift-phase-and-visibility for readme/license. % Belongs with: % Spaak, E., Bouwkamp, F. G., & de Lange, F. P. (2024). Perceptual foundation and extension % to phase tagging for rapid invisible frequency tagging (RIFT). Imaging Neuroscie...
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clear all % this script contains code to reproduce Figure 5c-d, f, h-j %% load data % drag and drop corresponding file (S5 Data) %% data content description % behavior contains video energy data form the face (behavior.whisking) and % the wheel (behavior.wheel) of the size 1801 frames (fs=20Hz) x 14 tri...
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% % Test program for generating synthetic maternal and fetal ECG mixtures % with realistic ECG noises and extracting independent components using the % JADE ICA algorithm. % The results may be compared in different SNRs for the maternal ECG and % the fetus. When applying ICA in high input SNRs, ICA tends to extrac...
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function [phase, inst_freq, amp] = Phase_Ex_ZPPP(x1, fs, varargin) % % [phase, inst_freq, amp] = Phase_Ex_ZPPP(x1, fs) % [phase, inst_freq, amp] = Phase_Ex_ZPPP(x1, fs, WS, max_f, ndft, pertnum) % % ************************************************************************* % * Instantaneous Phase (IP) estimation using...
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%% ConfocalAnalysis_ExampleAnimals % This script analyzes four exemplary animals, two gregarious and two % solitarious animals. For each phase, one recording is from the cell body % layer, and one is from the glomerulus layer. It produces heatmap % (s.d. projection and mean intensity projection) and time course figures...
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function Zscore_dist % Cortex path=['/Volumes/KIOXIA/CheetahWRLV20230323_Ctx']; cd(path); load('Zscore.mat') bin = 50; % MaxA1Rt_count=MaxA1Rt_count(find(MaxA1Rt_count)); % MaxZR_count=MaxZR_count(find(MaxZR_count)); % MaxA2Lt_count=MaxA2Lt_count(find(MaxA2Lt_count)); % MaxZL_count=MaxZL_count(find(MaxZL...
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function tracesFilt = plotFigTraces(hFigTraces, hCfg, tracesRaw, resetAxis, hClust) %PLOTFIGTRACES Plot raw traces view hBox = jrclust.utils.qMsgBox('Plotting...', 0, 1); hFigTraces.wait(1); sampleRate = hCfg.sampleRate / hCfg.nSkip; viSamples1 = 1:hCfg.nSkip:size(tracesRaw, 2); evtWindowSamp ...
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clear; addpath(genpath('.')); bigFont; subpanels = 'AB C DEF'; NCOLS = 2; NROWS = 1; WIDTH = 6*2.54; HEIGHT = 2.5*2.54; close all; [panel_pos, fig, all_ax, H] = panelFigureSetup2( NCOLS, NROWS, subpanels,WIDTH,HEIGHT, 0.5, 1.5); PX_TO_UM = 1.085; SCALE = 1.15; FSZ = 20; H(1).FontSize = FSZ; H(2).FontSiz...
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function [fwhm_x, fwhm_y, fwhm_x_median, fwhm_y_median, fwhm_unfilt, ROIgoodnessinfo] =... fwhm_fit(cdata, ~, ROIspan, pixelsize, rois, mingoodness, FWHMmax, FWHMmin, tag,numROIs) %% rois is a list of x and y values for the ROI centers from find_peaks %% Extract FWHM halfROImax = (ROIspan-1)/2; %numROIs = 11; % p...
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MATLAB
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% Script to sort and merge for Rasters for Several Analized Conditions % from script get_bayes_ensembles and from GUI NeuralNetworks (by JP) % % Requirement: load a .mat File from FinderSpiker % % Input % Raster_Analysis Data Structure of Ensemble Anlysis % From Worksapce: % RASTER_Selected_Clean % ...
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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% Open the USB port. In this example, we assume that the Teensy % microcontroller is connected to COM3. port = serial('COM9','BaudRate',115200); fopen(port); % Specify the conductance values (in nS) and diffusion constant values (in % nS^2/ms). g_shunt_CH1 = 0.0; m_OU_exc_CH1 = 0.0; D_OU_exc_CH1 = 0.0; m_OU_inh_CH1 =...
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function realcolor = freezeColors(varargin) % freezeColors Lock colors of plot, enabling multiple colormaps per figure. (v2.3) % % Problem: There is only one colormap per figure. This function provides % an easy solution when plots using different colomaps are desired % in the same figure. % % freezeC...
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function viewlick_opto(root, cbID,varargin) %VIEWLICK_OPTO Lick raster and PSTH. % VIEWLICK_OPTO(CBID,'TRIGGERNAME',TRIGEVENT,'SORTEVENT',SEVENT,'EVENTTYPE % ',EVTYPE) plots an event triggered lick raster and PSTH for a given % session (CBID: 1-by-2 cell containing animal ID and session ID). % TRIGEVENT ...
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%% Precomputing on Planes: Give input, compute firing rates as functions of inputs % Output: save([SaveFolder 'MFpV_LDE_' num2str(InputCtgr) '.mat'],... % 'f_EnIOut','meanVs','SteadyIndicate','FailureIndicate','L4ERcrd','L4IRcrd') % Input: Angle:ranging from 0-90 deg, although we only use 0 7.5 15 22.5...
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function [Workspace1,I6,CB_Perimeter,Ellipse_Ind] = Find_Cell_Body(Workspace1) MinPeakDistance = Workspace1.Parameters(1).Cell_Body(1).MinPeakDistance; MinPeakProminence = Workspace1.Parameters(1).Cell_Body(1).MinPeakProminence; MinPeakProminence_Normalized = Workspace1.Parameters(1).Cell_Body(1).MinPeakProminence...
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function spike_res = spike_analysis(app) %SPIKE_ANALYSIS Summary of this function goes here % Detailed explanation goes here MIN_CLUSTER=10; calc_flag = true; if ~isempty(app.spike_res) spike_res = app.spike_res; if ~spike_res.analysis.sorting && ~app.chkbx_spike_sorting.Value calc_flag = false; ...
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function [sData] = smoothVertData(data, verts, faces, varargin) % smoothVertData Smooths vertex-based data using neighboring vertex values. % % This function smooths scalar or multi-dimensional data associated with % vertices on a mesh surface. Smoothing is performed by averaging each data % point with its neighboring ...
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%% plot 6x4 behavior + model data % Odor on period: 2 to 6s, off period: 6 to 10s % Panel A clear all; clc; close all conditions2 = {'hon','ion','bon','ccon', 'hof', 'bof'}; load('alldata.mat'); conditions = {'hexon','iaaon','bzaon','citon', 'hexoff_05s', 'bzaoff_05s'}; % onum = [1,2,3,4,1,2]; %which odor to plo...
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for i=1:length(dataName); [ExMean, ExMeanResid]=findchangepts(chan1Baseline(:,i),'statistic','mean','maxNumChanges',3); [ExRMS, ExRMSResid]=findchangepts(chan1Baseline(:,i),'statistic','rms','maxNumChanges',3); [ExSTD, ExSTDResid]=findchangepts(chan1Baseline(:,i),'statistic','std','maxNumChanges',3); if length(ExMean...
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function B=inpaint_nans3(A,method) % INPAINT_NANS3: in-paints over nans in a 3-D array % usage: B=INPAINT_NANS3(A) % default method (0) % usage: B=INPAINT_NANS3(A,method) % specify method used % % Solves approximation to a boundary value problem to % interpolate and extrapolate holes in a 3-D array. % % Not...
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function Xguess = deconvRL(maxIter, Xguess,WDF, psf,weight,DAO,Nb,GPUcompute) % Deconvolution for the single-frame multiplexed phase-space data %% Input: % @maxIter: the maximum iteration number % @Xguess: the estimated volume % @WDF: multiplexed phase-space data % @psf: phase-space PSF % @weight: the weight nu...
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% Test program for generating synthetic abnormal multichannel ECGs with additive % colored noise % The current example is for the TWA abnormality % % Dependencies: % - The synthetic ECG generator and noise generator package of the Open Source ECG Toolbox % - The rrprocess.m function from ECGSYN (https://physi...
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for i=1:length(dataName); [ExMean, ExMeanResid]=findchangepts(chan2Baseline(:,i),'statistic','mean','maxNumChanges',3); [ExRMS, ExRMSResid]=findchangepts(chan2Baseline(:,i),'statistic','rms','maxNumChanges',3); [ExSTD, ExSTDResid]=findchangepts(chan2Baseline(:,i),'statistic','std','maxNumChanges',3); if length(ExMean)...
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%% function C_SS_mean = AveSpatKer(C_SS_Pixel_Us,N_HC,NPixX,NPixY) % Input: C_SS_Pixel_Us: A Pixel connectivity matrix (from network). % Pre(col)*Post(row) % N_HC,NPixX,NPixY: # of hypercolumns, # of pixels per HC % Output: C_SS_mean: Averaged spatial kernal of firing rats. Same size as % C_SS_Pixel_Us % Zhuo-C...
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function W2_Pattern_3_20201208 path=['C:\Users\C238\Desktop\touchcellLtRt_Hirokane']; cd(path); LS=ls; LtWFRUnit=[]; RtWFRUnit=[]; LtW12Point=0; LtW12Fire=0; LtW23Point=0; LtW23Fire=0; LtW34Point=0; LtW34Fire=0; LtW45Point=0; LtW45Fire=0; LtW13Point=0; LtW13Fire=0; LtW14Point=0; LtW14Fire=0; LtW15Po...
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% Gengxi Lu % NRD: raw data % NEV: event data % Sampling frequency 30 kHz % -ADMaxValue 8388608 % -ADBitVolts 0.000000015624999999999999 || 0.015625 uV % testing data source: https://figshare.com/articles/dataset/UltrasoundRP/25438252 parpool(4) clear FilePath=['H:\neuralynx processing tool\CheetahData\'...
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function W2_Pattern_3_20200302 path=['C:\Users\C238\Desktop\touchcellLtRt_terashita']; cd(path); LS=ls; LtWFRUnit=[]; RtWFRUnit=[]; LtW12Point=0; LtW12Fire=0; LtW23Point=0; LtW23Fire=0; LtW34Point=0; LtW34Fire=0; LtW45Point=0; LtW45Fire=0; LtW13Point=0; LtW13Fire=0; LtW14Point=0; LtW14Fire=0; LtW15P...
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...