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MATLAB
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394
classdef DensityPeakClustering < jrclust.interfaces.Clustering %DENSITYPEAKCLUSTERING A Rodriguez-Laio clustering of spike data %% OLD-STYLE PROPERTIES, publicly gettable (will be deprecated after a grace period) properties (SetObservable, Dependent, Hidden, Transient) cviSpk_clu; % => spike...
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MATLAB
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function PeakTouchPhase % ƒNƒƒXƒRƒŠƒIƒOƒ‰ƒ€‚̃s[ƒN‚ÌˆÊ‘Š•ª•z global CCresultRtouchWon CCresultLtouchWon RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 IntervalCount PeakInterval PeakPhaseCount findpeaks(CCresultLtouchWon,'MinPeakDistance',30); [Lpks,Llocs]=findpeaks(CCresultLtouc...
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MATLAB
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%% Function To save CSV files from Network to Gephi Format % Functional Network of Neural Ensambles % RUN IN: Ensemble_Sorting.m % AÑADIR NODOS DE REFERENCIA ESPACIAL: ESQUINAS DE NEGRO % AÑADIR NODOS SIN CONEXION PARA AMPLIAR LA DIFERENCIA ENTRE GRUPOS % Optimizar código % Input % Raster (frames x cells) Matr...
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MATLAB
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classdef Statistics % getShuffleData and getTestTrainTrials are modified dPCA functions. methods(Static) function [resampled_Xtrial] = bootstrp(Xtrial,numOfTrials,B,S,D) resampled_Xtrial = Xtrial; N = size(Xtrial,1); %%%%%%%%% Bootstrap trials for each tri...
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MATLAB
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function reconstructSiemensMP2RAGEwithTCL(rawDataFile,TCLdir,varargin) % function reconstructSiemensMP2RAGEwithTCL(rawDataFile,TCLdir,varargin) % % % Usage: %%%%%%%% % % 'rawDataFile' - this is the filename for the raw data you exported from % TWIX (including the full path). Due to the way I chose to %...
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MATLAB
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function [P_O_model ,alpha_out , beta_out , alpha_T_out , b_c_ot_nc_out , P_observ_cond_to_state_out , P_observ_cond_to_state_comp_out]... = forward_backward_lsim_sed( pi_0_lsim , coupling_tetha_IM , transition_matrices_IM , gmm_para_lsim , Y_in ) %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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% Test script for an ECG denoiser based on a data driven MAP estimator in % the phase and time domains close all clear clc seg_len = 10.0; % ECG segment length % Load data % datafilepath = '../../../DataFiles/Physionet.org/files/ptbdb/1.0.0/'; % Change this path to where you have the .mat data files % fs = 1000.0; %...
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MATLAB
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%% mean-field stuff. We use parameters andto estimate firing rates %% NOTE! mean Vs are now autonomus from single cell simulations % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % S_EE,S_EI,S_IE,S_II synaptic strength % p_EEFail Synaptic failure prob % lambda_E lambda_I LGN input %...
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MATLAB
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function [nexFile] = readNexFile(fileName) % [nexFile] = readNexFile(fileName) -- read .nex file and return file data % in nexFile structure % % INPUT: % fileName - if empty string, will use File Open dialog % % OUTPUT: % nexFile - a structure containing .nex file data % nexFile.version - fil...
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MATLAB
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function MultiLeadECGPlotterStandardSize(data, ch_names, fs, ref_ch, t1_small, t2_small, t1_long, t2_long, Title) % fh = figure('Units', 'centimeters', 'PaperUnits', 'centimeters', 'Position', [1.0, 1.0, 19.59, 25.94], 'PaperOrientation', 'Portrait', 'PaperType', 'usletter');%, 'visible','off'); % h0 = subplot('Positi...
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MATLAB
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function AllLFPauto %WheelAnalyzer24chSpike‚ʼnðÍ‚ðs‚¢AŒ‹‰Ê‚ªƒƒ‚ƒŠ‚ÉŽc‚Á‚Ä‚¢‚éó‘Ԃōs‚¤ %MATLABƒtƒHƒ‹ƒ_‚ÉNlx2MatCSC.mexw32‚ÆNlx2MatCSC.mexw64‚ð“ü‚ê‚Ä‚¨‚­B‚½‚Ô‚ñ‚Ç‚¿‚ç‚©•Еû‚ł悢B %timestamps‚Í270336‚¸‚‘‰ÁB270ms‚ÆŽv‚í‚ê‚éBtimestamps‚̐”‚˜512ŒÂ‚̃Tƒ“ƒvƒ‹B %270336/512=528. ƒTƒ“ƒvƒŠƒ“ƒO‚Í0.528ms‚²‚ƁBfs=1...
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MATLAB
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%% clear; clc; %% load files % [file, path] = uigetfile('*.mat'); % datafile = fullfile(path, file); % load(datafile) [file, path] = uigetfile('spike_clusters.npy'); datafile = fullfile(path, file); spike_clusters = readNPY(datafile); cd(path) [file, path] = uigetfile('spike_times.npy'); datafile ...
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MATLAB
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function [Trace,Cells]=mnl_ReadXML_DendritesAndSomas4(fname) %Amended to go even faster and removed the chances for duplication on the %traces portion filename=sprintf('%s%s',fname,'.xml'); [s]=xml2struct(filename); %% Step 1 - Store the somas if isfield(s.mbf,'contour')==1 %if somas exist nContours=size(s.mbf.cont...
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MATLAB
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%% Cross-time decoding analysis sessionTags =... {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524';... 'M22032', '20220621';... 'M22033', '20220706'}; for isession = 1:5 clear stat run fname = [sessionTags{isession,1},'_', sessionTags{isession,2},'_basic.mat']; load(f...
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MATLAB
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function [myState]=Model_RL2(myState, myParam, myMap, mode, varargin) %% extract current/previous state/action state_current=myState.state_history(myState.index); action_current=myState.action_history(myState.index); %% process switch lower(mode) %% [random decision(action selection) mod...
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MATLAB
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function CycleTable = measure_cycle_properties(ChannelBroadband, CycleTable, SampleRate) % Identifies various ways to characterize each peak. Based on Cole 2019, % but relative to the negative peaks rather than positive peaks. % NOTE: all fieldnames should start lowercase, so I know later on that they % come from here....
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MATLAB
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function [f2Beads,Scale]=mnl_Pipeline_MeasurePSFandCA(fname) %% Now Load in the Image [Data,Scale,dim]=mnl_Load4Dimage; Mdim=[dim(2) dim(1) dim(3) dim(4)]; %The MATLAB way of storing dimensions %% Load in the Beads if exist('fname','var')==1 ID=fname(end-3:end); else ID=[]; end if strcmp(ID,'.xls')==1 % Ext...
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MATLAB
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function [data_posterior_est, data_prior_est, n_var] = ecg_den_time_domain_gp(data, peaks, params) % ecg_den_time_domain_gp - An ECG denoiser based on a data-driven Gaussian Process MAP estimator in the time domain % % Usage: % [data_posterior_est, data_prior_est, n_var] = ecg_den_time_domain_gp(data, peaks, params) ...
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MATLAB
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function update_spike_axis(app, static) %UPDATE_SPIKE_AXIS Summary of this function goes here % Detailed explanation goes here sel_cluster = find(strcmp(app.popup_cluster.Value,app.popup_cluster.Items)); int_idx = find(strcmp(app.popup_int_spike.Value,app.popup_int_spike.Items)); %data = app.data(app.settings.chan...
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MATLAB
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function [cData,Scale,dim]=mnl_CorrectForChromaticAberration % Does exactly what it says on the tin! Uses bfopen to open anyimage with % the scale information and then corrects the chromatic aberration based on % the regressions calculated from bead data. Finally it saves each channel % separately using the function sa...
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MATLAB
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314
function [mOutGRAPPA, timingReport] = performHostGRAPPArecon(twix_obj,tempDir,combinePars) % %%%%%%%%%%%%%%%%% -- Jan 2018, gallichand@cardiff.ac.uk - this function %%%%%%%%%%%%%%%%% should now be obselete, as it is replaced by the _RAMonly %%%%%%%%%%%%%%%%% or the _toDisk variants, which include newer options. %%%%%%%...
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MATLAB
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336
function matsuda20190913RepeattouchW468 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\'); % dpa...
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MATLAB
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490
function varargout = corrplot1(varargin) %CORRPLOT Plot variable correlations % % Syntax: % % corrplot(X) % corrplot(Tbl) % [R,PValue,H] = corrplot(...) % [...] = corrplot(...,param,val,...) % [...] = corrplot(ax,...) % % Description: % % CORRPLOT creates a numVars-by-numVars grid of scatter plots between %...
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MATLAB
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368
%% analyse allen PSTHs areas = {'VISp', 'VISl', 'VISal', 'VISrl', 'VISam', 'VISpm', 'LGd', 'LP'}; minTrials = 10; %% load data dataDirectory = 'E:\AllenInstituteAnalyses\AllenDataAnalysis\Data\rawMatFiles'; dataFiles = dir(fullfile(dataDirectory, 'psth_session*')); for isession = 1:numel(dataFiles) load(fullfi...
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MATLAB
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275
function [penalty_factor, cc, ee, L_curveC, L_curveE] = optimal_smoothness_factor(xx, bb, ss, mode, SmoothnessFactor, penalty_factor0, signorm, ACCURACY, MAX_ITERATION, FORGETTING_FACTOR, LCurveSweepLength, LCurveSweepFator) % optimal_smoothness_factor - Calculate the optimal smoothness factor for a piece-wise Tikhonov...
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MATLAB
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426
function [params model er indexes method] = ECGBeatFitterAuto(ECGmean,meanphase,approach,varargin), % % [params model er indexes method] = ECGBeatFitterAuto(ECGmean,meanphase,approach,stopth,divisions,maxit,energyth,wlen) % Automatic fitting of sum of Gaussian kernels over a given ECG % % inputs: % ECGmean: the i...
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MATLAB
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253
function [alignedC] = clusterAlignment(c,varargin) % [alignedC] = clusterAlignment(c,varargin) % ------------------------------------------------------------------------ % Align cluster indices across different clustering solutions. 'c' is an n % x p vector of n different clustering solutions. This script will % iterat...
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MATLAB
12,204
254
clear all % order one: sound simple, sound complex, line complex, line simple, line % complex, sound complex eegOrigDir = '../Bedrest_PreEEG/EEGFilter'; eegdirNew = '../Bedrest_PreEEG/EEGCutted'; % first campaign HDBR subject = {'A_1','A_2','A_3','A_4','A_5','A_6','A_7','A_8','A_9', 'C_1','C_2','C_3','C...
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MATLAB
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idx_single =[7]; cluster = {[1:4]}; path = 'E:\data\uncaging\multi cluster cooperation\112222\cell4'; preflix = '221123_001'; % single clust clear PC shutter filename_single = sprintf('%s.singlecluster.%d.wcp',preflix, idx_single); out=import_wcp(fullfile(path, filename_single),'debug'); n_channel = out.channel_n...
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MATLAB
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function [efPxTrace,Somas,BkgSigCumulativeDistribution,NumLengthThresh,MagThresh,BkgMedian,MaxValues]=mnl_ProcessTracesFromNeurolucida_DendritesSomas_v14(fname,cData,Scale,dim) % Process the traces that have been extracted from Neurolucida and then get % the corresponding raw voxel values for each trace (NB Trace=the %...
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MATLAB
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function spike_res = spike_analysis(app, update) %SPIKE_ANALYSIS Summary of this function goes here % Detailed explanation goes here if nargin == 1 update = false; end MIN_CLUSTER=10; calc_flag = true; % if ~isempty(app.spike_res) % spike_res = app.spike_res; % % if (spike_res.analysis.sorting ==...
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MATLAB
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function [FragmentValues,BkgMean,MaxValues]=mnl_SplitTracesIntoFragments_v2(Trace,Scale,Data,SampleBkgVxList) % Function that splits every trace into fragments of all possible lengths % based on the number of points % %Inputs % Trace - List of the Traces % Scale - The scale of the image (Data) % Data - The image to get...
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MATLAB
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303
function TouchInterval global CCresultRtouchWon CCresultLtouchWon RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 IntervalCount pegpatternum % ƒNƒƒXƒRƒŠƒIƒOƒ‰ƒ€‚©‚çƒs[ƒN‚ðŒŸo % subplot(2,2,3); findpeaks(CCresultLtouchWon,'MinPeakDistance',30); [Lpks,Llocs]=findpeaks(CCresultLtou...
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MATLAB
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325
function mnl_ComparingClusters(efPxTrace) %% Extract the imput matrix and weights (magnitude) dim=efPxTrace(1).dim; nTrace=size(efPxTrace,2); nXFP=size(efPxTrace(1).VecNormMean,2); InputWeights=nan(nTrace,1); InputMatrix=nan(nTrace,nXFP); % Done this way so if a value is missing we can see it for i=1:nTrace if isn...
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MATLAB
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325
function mnl_ComparingClusters(efPxTrace) %% Extract the imput matrix and weights (magnitude) dim=efPxTrace(1).dim; nTrace=size(efPxTrace,2); nXFP=size(efPxTrace(1).VecNormMean,2); InputWeights=nan(nTrace,1); InputMatrix=nan(nTrace,nXFP); % Done this way so if a value is missing we can see it for i=1:nTrace if isn...
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MATLAB
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function varargout = Randomizer_Import_ERP(varargin) % RANDOMIZER_IMPORT_ERP M-file for Randomizer_Import_ERP.fig % RANDOMIZER_IMPORT_ERP, by itself, creates a new RANDOMIZER_IMPORT_ERP or raises the existing % singleton*. % % H = RANDOMIZER_IMPORT_ERP returns the handle to a new RANDOMIZER_IMPORT_ERP or...
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MATLAB
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function spike_res = spike_analysis(app, update) %SPIKE_ANALYSIS Summary of this function goes here % Detailed explanation goes here if nargin == 1 update = false; end MIN_CLUSTER=10; calc_flag = true; % if ~isempty(app.spike_res) % spike_res = app.spike_res; % % if (spike_res.analysis.sorting ==...
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MATLAB
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function save_spike_results(app) [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_entropy.Items); [form_idxs,~] = listdlg('PromptString',{'Please select fileformat ',... ''},... 'SelectionMode','m...
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MATLAB
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function varargout = Ragu_Cormat(varargin) % Ragu_Cormat M-file for Ragu_Cormat.fig % Ragu_Cormat, by itself, creates a new Ragu_Cormat or raises the existing % singleton*. % % H = Ragu_Cormat returns the handle to a new Ragu_Cormat or the handle to % the existing singleton*. % % Ragu_Cormat('C...
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MATLAB
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function SpikeFormAnalysis20191125 clear all;close all; path=['C:\Users\C238\CheetahWRLV20220213']; cd(path) LS1=ls; AllCellwidth=[]; AllCellPtoT=[]; MeanFreqArray=[]; SumCell=0; for i=1:length(LS1(:,1)) %%ƒ}ƒEƒX”ԍ† trimFolder1=strtrim(LS1(i,:)); if ~strcmp(trimFolder1,'.') && ~strcmp(trimFolder1...
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MATLAB
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%%% LBPD %%% % CITATION % If you find LBPD functions useful, please cite the following paper(s): % % 1) Spatiotemporal whole-brain dynamics of auditory patterns recognition. BiorXiv. % Bonetti, L., Brattico, E., Carlomagno, F., Cabral, J., Stevner, A., Deco, G., Whybrow, P.C., Pearce, M., Pantazis, D., Vuust, P., K...
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MATLAB
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% Line Complex, Line Simple, Sound Complex, Sound Complex, Sound Simple, Line Complex clear all eegOrigDir = '../Bedrest_PreEEG/EEGFilter'; eegdirNew = '../Bedrest_PreEEG/EEGCutted'; %first HDBR campaign subject = {'B_1','B_2','B_3','B_4','B_5','B_6','B_7','B_8','B_9', 'D_1','D_2','D_3','D_4','D_5','D...
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MATLAB
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function eps2pdf(source, dest, crop, append, gray, quality, gs_options) %EPS2PDF Convert an eps file to pdf format using ghostscript % % Examples: % eps2pdf source dest % eps2pdf(source, dest, crop) % eps2pdf(source, dest, crop, append) % eps2pdf(source, dest, crop, append, gray) % eps2pdf(source, dest, crop...
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MATLAB
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%% Calcium Imaging Analysis Operator (segmentation) % CIOA_02_segmentation is the second of a series of scripts aiming for an % easy-to-use calcium imaging analysis pipeline. Here, we pool trials, % subtract a reference stimulus, segment the images into granules, and % provide a first assessment of whether a granule wa...
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MATLAB
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function varargout = PostDimReduce(varargin) % PostDimReduce % % Pop-up figure that allows user to upload the reduced dimensions to % DataHigh and/or save them. It also allows to choose the top p % dimensions. % % Copyright Benjamin Cowley, Matthew Kaufman, Zachary Butler, Byron Yu, 2012-2013 % ---GNU General Pub...
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MATLAB
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function x_filtered = freq_domain_equalizer(x, method, params, varargin) % freq_domain_equalizer - Frequency domain equalization % This function implements several frequency domain equalizers that alter % the frequency-domain magnitude response while preserving the phase. % % Syntax: % x_filtered = freq_domain_equali...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % This script plots population fits using the K-PD % model calibrated to different groups of treated and untreated animals, % It generates the plots of Figures 2A and S2 of the manuscript %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%...
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MATLAB
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%% analyse various discriminant analyses sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'C:\Users\edward.horrocks\Documents\Code\V1Dynamics\Data\basic_111022'; % dataDir = 'E:\V1Data\Data\basic_111022'; fo...
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MATLAB
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Before start of task %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 -------------------------...
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MATLAB
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%datasetName = 'MNIST'; datasetName = 'CIFAR'; %datasetName = 'CIFAR-100'; %datasetName = 'SVHN'; %datasetName = 'tangent'; if (ispc) kWorkspaceFolder = ['C:\Users\sergeyd\Workspaces\' datasetName]; else kWorkspaceFolder = ['/media/sergeyd/OS/Users/sergeyd/Workspaces/' datasetName]; end; Iter = 0; kMaxIter = [1...
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MATLAB
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function burst_res = burst_analysis2(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_ms...
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%%Date: 09-04-2019 . Programmed by: D. Bolger % Function to carry out ICA on a selected EEG dataset. % Updated March/April 2020. % To run ICA, it requires that the ADJUST toolbox is installed. % It also runs the ADJUST toolbox to assist the user in identifying ICA % components that correspond to ocular and muscular...
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MATLAB
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function burst_res = burst_analysis2(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_ms...
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MATLAB
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function save_spike_results(app) [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_spike.Items); [form_idxs,~] = listdlg('PromptString',{'Please select fileformat ',... ''},... 'SelectionMode','mul...
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MATLAB
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function qt_rr_prior = compute_qt_rr_prior(data_bias, ecg_rpeaks_index, ... ecg_qrson_index, ecg_qrsoff_index, ... beat_quality_twave, avg_intervals_ecg, rr_intervals_ecg, ... index_clustering, num_cls, fs, win_sample_T, quality_thr, rr_percentile) %COMPUTE_QT_RR_PRIOR Estimate QT and RR from clean high-qu...
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MATLAB
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function save_spike_results(app) [int_idxs,~] = listdlg('PromptString',{'Please select intervals ',... 'to be plotted/saved.',''},... 'SelectionMode','multiple','ListString',app.popup_int_entropy.Items); [form_idxs,~] = listdlg('PromptString',{'Please select fileformat ',... ''},... 'SelectionMode','m...
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MATLAB
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function bootstrap(obj, varargin) %BOOTSTRAP Bootstrap a JRCLUST session % metafile: optional string; path (or glob) to meta file(s) if nargin > 1 metafile_ = jrclust.utils.absPath(varargin{1}); if isempty(metafile_) % TODO: warn? metafile = ''; workingdir = pwd(); ...
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MATLAB
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function data = extractH5_WS(h5file) %Extract WaveSurfer Data from H5 File % % data = extractH5_WS(h5file); % % Description: This function parses the H5 file generated after an % acquisition using the wavesurfer software. The function uses a % combination of original code as well as code found in the inn...
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MATLAB
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%% Paper3: 1st test % Testing different combinations of x and y for E and I cells. % Output: save the turning curve data % Input xE, xI, yE, yI; % Version 1: xE, xI only. yE and yI are kept as 1 from the beginning to end % Zhuo-Cheng Xiao 06/18/2023 function [] = HPC_TestEIxy(xE,xI) CurrentFolder = pwd addpath(Current...
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MATLAB
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function varargout = DragTrajectory(varargin) % DragTrajectory % % Allows users to interactively change the dimension data by % "dragging" and thus changing the values for each dimension. % % Copyright Benjamin Cowley, Matthew Kaufman, Zachary Butler, Byron Yu, 2012-2013 % ---GNU General Public License Copyright--...
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MATLAB
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function RepeatFig20170605 close all %@o11oo‚Æoo11o‚ÅÅ‚à‚‚¢•”•ª‚ð’T‚µ‚āA‚»‚±‚𒆐S‚É10binŽl•û‚­‚ç‚¢H‚͈̔͂ō‡Œv’l‚ð‹‚ß‚é %@‚»‚ꂼ‚ê‚̗̈æ‚ɂ‚¢‚āAoo1ooAo11ooAoo11oAo111oA1111oAo1111A11111‚ł̒l‚ð‹‚ß‚éB %@ cd C:\Users\B133_2\Desktop\MatFig\11901_170607aSc8_SS_02 rFileName='11901_170607'; l...
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % Statistical Summary: % % 1. contrast between session1 and second replication, ok % works good. % 2. contrast between anesthesia and third replication, ok % works ok % sig between tph blue anesthesia and awake 2 % 3. contrast between second and...
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MATLAB
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function varargout = plot_spectrum(spec_info,param) if ~exist('param'), param='';end if ~isfield(param,'display'), param.display = 'real';end if ~isfield(param,'display_var'), param.display_var = 1; end if ~isfield(param,'mean_line_broadening'), param.mean_line_broadening = 0;end if ~isfield(param,'xlim'), param....
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%% mean-field stuff. We use parameters andto estimate firing rates %% NOTE! mean Vs are now autonomus from single cell simulations % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % S_EE,S_EI,S_IE,S_II synaptic strength % p_EEFail Synaptic failure prob % lambda_E lambda_I LGN input %...
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MATLAB
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%% plot response clear clc cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\DREEDDS_VS_CONTROL\anova_control_vs_dreedds\new_running_like_phb_cno_code') T = importdata("all_cells_with_response_parameters_and_tags.mat"); %% take out Nan magnitude cell (baseline = 0) T.tag = T.tags; T.cno = contains(T.ta...
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function [X,ndx,dbg] = natsort(X,xpr,varargin) %#ok<*SPERR> % Alphanumeric / Natural-Order sort the strings in a cell array of strings (1xN char). % % (c) 2012 Stephen Cobeldick % % Alphanumeric sort of a cell array of strings: sorts by character order % and also by the values of any numbers that are within the strings...
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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 [Kappa,F1score,Recall,Precision,TruePositiveRate,FalsePositiveRate]=mnl_EvaluateClassifierPerCell(efPxTrace,ClusterIDs,Clusters,dim,DisplayFig,EuThresh,NumTraceLim) %NB now excludes cells which have fewer traces than the minimum trace nTrace=size(efPxTrace,2); EuThresh=num2str(round(EuThresh,2)); %% Create the...
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MATLAB
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function calc_combine_stats(app) intervals = {[]}; signals = {[]}; anocovas= []; for i = 1: length(app.comb_stat) if i == 1 intervals = app.comb_stat(i).intervals; signals = app.comb_stat(i).signals; else intervals = unique(horzcat(intervals, app.comb_stat(i).intervals),'stable'); ...
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MATLAB
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function [oData, v] = dataThresh(data, varargin) % Threshold and manipulate brain data matrices. % % [oData, v] = dataThresh(data, ...) thresholds and manipulates brain % data based on specified parameters. This function allows for the removal % of positive or negative values, application of p-value thresholds, ...
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MATLAB
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function [feature_vec, feature_info] = ecg_area_amp_features(data, position, fs) % function [feature_vec, feature_info] = ecg_area_amp_features(data, position, fs) % Extract features related to the ECG amplitude and area under the % curve of different ECG parts. % % Inputs: % data: EC...
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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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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% warning(['In the analysis, animals that did not develop a PT and animals that were dead following surgery are removed'... ' and NaN was applied when there was no disease at endpoint.'... ' This is not done in the master file and might e...
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MATLAB
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function Data = Map_Worm_Axes(Data,Plot,Record,Ax) % This function uses an estimated midline to run a sliding window and find the worm axes. % It first corrects the estimated midline and then uses it to find the other axes by detecting peaks within each window. % TODO: % Add the orientation of rectangles relat...
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MATLAB
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function calc_combine_stats(app) intervals = {[]}; signals = {[]}; anocovas= []; for i = 1: length(app.comb_stat) if i == 1 intervals = app.comb_stat(i).intervals; signals = app.comb_stat(i).signals; else intervals = unique(horzcat(intervals, app.comb_stat(i).intervals),'stable'); ...
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MATLAB
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%% Plot all trial types grouped by stim types % Plot nondrifting unit (at least 4 blocks and the last block is longer than 30 trials) MouseName = 'EF0151'; MainDir = 'E:\'; seDir = [MainDir, MouseName, '\MSessionExplorer_', MouseName]; seFilePaths = MBrowse.Files(seDir); for j = 1: length(seFilePaths) ...
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MATLAB
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%%Prerequest %combined behavioral and spike data in a single file folder % %decoding will take 48.8299 s/cell %% 1. retrieve data disp('select brain region folder about combined files'); Folder_region = uigetdir('E:\Wang_combined files\mat\'); FileList_SpikMat = dir(fullfile(Folder_region, '**\*Spike*.mat')); F...
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MATLAB
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function varargout = Ragu_ImportIndFeatFromExcel(varargin) % RAGU_IMPORTINDFEATFROMEXCEL MATLAB code for Ragu_ImportIndFeatFromExcel.fig % RAGU_IMPORTINDFEATFROMEXCEL, by itself, creates a new RAGU_IMPORTINDFEATFROMEXCEL or raises the existing % singleton*. % % H = RAGU_IMPORTINDFEATFROMEXCEL returns the...
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MATLAB
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%{ ---------------------------------------------------------------------------- Analyzing behavioral data At least for the correct rate ---------------------------------------------------------------------------- %} function Figure1c_Dual_Full_psycho_analysis_230630_all_session analysis_folder = { 'G:\I...
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MATLAB
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function [gsData]=mnl_4DtoGrayscale(fn,Data,dim) %[Data,Scale,dim]=mnl_Load4Dimage; %[Data,dim]=mnl_Load4Dimage_Somas; %Done so I don't use the metadata %Per Channel for i=1:dim(3) for j=1:dim(4) a=Data(:,:,i,j); test(:,:,j)=a; end Chan(i).Zstack=test; clear a end %Make Each Slice Graysc...
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MATLAB
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classdef readInData < handle %This calss will handle different types of data, and present a easy and %common interface. properties par % parameters used, this will be updated with the data readed. nick_name % name of the file without extension. with_raw % boolea...
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MATLAB
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function RaguShowMSFit(h) % Copyright 2009-2011 Thomas Koenig % distributed under the terms of the GNU AFFERO General Public License out = get(h,'UserData'); figure(h); if (isfield(out,'strF1')) strF1 = out.strF1; else strF1 = 'Factor 1'; end if (isfield(out,'strF2')) strF2 = out.strF2; else strF2 =...
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MATLAB
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function results = correlation_analysis(app) if ~isempty(app.burst_ints) tmp =find(vertcat(app.burst_ints.type) == 1); borders = nan(length(tmp)+1,2); int_names = {'full interval'}; for i = 1: length(tmp) borders(i+1,:) = app.burst_ints(tmp(i)).borders; int_names{i+1...
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MATLAB
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Before start of task %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 -------------------------...
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MATLAB
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%% close all % clear all idx_single =[10]; spine = {[1:16]}; idx_sum = 10; idx_SLM = 1; branch_no =1; path = 'E:\data\uncaging\multi cluster cooperation\013123\cell2'; preflix = '230131_001'; clear Vm PC shutter filename_single = sprintf('%s.single_spine_series_16synapses.%d.wcp',preflix, idx_single(1)); %filename_...
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MATLAB
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% plots the final exploratory analyses clear clc close all %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %%% parameters Parameters = analysisParameters(); Paths = Parameters.Paths; Participants = Parameters.Participants; SessionBlockLabels = {'BL', 'SD'}; CacheDir = fullfile(Paths.Cac...
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MATLAB
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clearvars close all badtrls = 0 if badtrls project_dir = '.\Adults_badtrls\'; else project_dir = '.\Adults\'; end EVOKED_results_adults = table({},... 'VariableNames',{'ID'}); EVOKED_results_kids = table({},... 'VariableNames',{'ID'}); conwin = [2.5,3]; extension_T = ''; load([project_...
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MATLAB
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%% FourCageDecision_Model % Applies a Bayesian decision-making model to the 4cage behavioral data in % order to asses the quality/reliability of different information classes. % For these experiments, a single animal (gregarious or solitarious) was % places in a circular arena (d=90cm) with four stimulus cages, placed...
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MATLAB
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function [X,ndx,dbg] = natsort(X,xpr,varargin) %#ok<*SPERR> % Alphanumeric / Natural-Order sort the strings in a cell array of strings (1xN char). % % (c) 2012 Stephen Cobeldick % % Alphanumeric sort of a cell array of strings: sorts by character order % and also by the values of any numbers that are within the s...
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MATLAB
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%% plot 6x4 behavior + model data % 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 plot the mean for ylims = [12,12,12,12,12,12]; odo...
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MATLAB
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%% mean-field stuff. We use parameters andto estimate firing rates %% NOTE! mean Vs are now autonomus from single cell simulations % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % S_EE,S_EI,S_IE,S_II synaptic strength % p_EEFail Synaptic failure prob % lambda_E lambda_I LGN input %...
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MATLAB
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function [corr_achda, lags, shuff_achda] = AK_corrFP(beh, varargin) %Cross-correlation between ACh and DA photometry signals acquired during %dual color photometry recordings % % [corr_achda, lags] = AK_corrFP(beh) % [corr_achda, lags] = AK_corrFP(beh, win) % [corr_achda, lags, shuff_achda, min_val, min_lag...
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MATLAB
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function varargout=findND(X,varargin) % Find non-zero elements in ND-arrays. Replicates all behavior from find. % % The syntax is equivalent to the built-in find, but extended to multi-dimensional input. % % The syntax with more than one input is present in the doc for R14 (Matlab 7.0), so R13 (Matlab % 6.5) is the lat...
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MATLAB
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%% recording summary % zScore, tHit vs. tCR: isResponsive recSite_total = unique(zScore_all.recSite); for i = 1:length(recSite_total) tb = zScore_all(strcmp(zScore_all.recSite, recSite_total{i}), :); % select recording sites mouse_number = length(unique(tb.MouseName)); session_number = length(unique...
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MATLAB
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%% msBatchPC_v4_ZX.m % This code is used to find four kinds of place cells recorded by miniscope. % v3: Use data from behav file. % Compute multiple cells in the same time instead of shuffle. % Considering that there are more than one calcium imaging recording in one % session. % % v4: intergrate PC analysis into a fun...
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MATLAB
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function [grappaRecon_1DFFT, mOutGRAPPA] = performHostGRAPPArecon_RAMonly(twix_obj, counterStruct, nSliceNeighbours, combinePars, lambda) % % function [grappaRecon_1DFFT, mOutGRAPPA] = performHostGRAPPArecon_RAMonly(twix_obj, counterStruct, nSliceNeighbours, combinePars, lambda) % % Applies GRAPPA to the host data, whi...
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MATLAB
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%% Correct trials % tBlock vs. vBlock % Baseline activity of correct trials in respond-to-touch block vs. respond-to-light blocks % Chang et al., Fig 2c % tStim vs. vStim % Negative controls: baseline activity of correct tactile trials vs. visual trials % Positive controls: sensory-evoked activity of correct tactile ...
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MATLAB
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function [est,HDI,K]=rst_data_plot(Data,varargin) % plots the data split by groups showing each data points with the % distribution and a summary statistics estimator with 95&% Bayes boot HDI % % FORMAT: [est,HDI,KDE]= rst_data_plot(Data,options) % [est,HDI,KDE]= rst_data_plot(Data,'between',0.25,'datascatter'...
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MATLAB
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%function CREx_ERSP_MorletComplex() %% 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 ex...
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MATLAB
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% EEGVR_write2excel() savedir = cd; %% Maybe a dialogue box opens in which to mark "Group" and "Session" test = 1; while test == 1 prompt_study = {'Task (Mismatch/Passive Listening)'} dlg_title =''; deflts = {''}; num_lignes=[1]; studyin = inputdlg(prompt_study,dlg_title,num_lignes,deflts); ...