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MATLAB
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68
function output = getThreshold () % This function creates a threshold button % that allows the user to interactively place a horizontal line (threshold) % on a plot. The function then waits for the user to click on another % button labeled "Get Y Value". When this button is pressed, the % function returns the ...
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MATLAB
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79
function phyData = loadPhy(loadPath) %LOADPHY Load and return Phy-formatted .npy files phyData = struct(); if exist('readNPY', 'file') ~= 2 warning('Please make sure you have npy-matlab installed (https://github.com/kwikteam/npy-matlab)'); return; end loadPath_ = jrclust.utils.absPath(loadPath); if isempty(lo...
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MATLAB
2,296
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function [My_CNN,X,Y] = NN_Index() % Architecture % https://uk.mathworks.com/help/images/ref/dncnnlayers.html % https://uk.mathworks.com/help/images/ref/denoisingnetwork.html % https://uk.mathworks.com/help/images/train-and-apply-denoising-neural-networks.html % https://uk.mathworks.com/help/images/ref...
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MATLAB
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%% Figure 3A-C, Figure 3F-G load(fullfile(pwd, 'datasets', 'highcond_multibranch_decode.mat')) addpath(genpath('plotting')) idx_cell = 15; % 3; %for figure 3F&G idx_trials = [11,8,5]; % [3,2,1]; %for figure 3F&G dt = 5e-5; t = -500*dt:dt:dt*(size(data(data_decode(idx_cell).idx(idx_trials(3))).EPSP_singleclust, 1)-1-5...
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MATLAB
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% Save PMDFs into .txt file % pi pj vk value dove value è quello che leggo nel voxel vk se metto due optodi in pi e pj % Ovviamente, mi devi scrivere solo le quadruple per cui value >= 1e-9. pathnameLoad = 'C:\Users\brigadoi\Dropbox\Array_Designer\Fluence_Preprocessing\DS\'; pathnameSave = 'C:\Users\brigadoi\Drop...
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MATLAB
2,299
78
function qtInt = qtIntGausFit_v3(ecg, fs, varargin) % Estimate the Q-T interval by fitting Gaussian functions. % % Syntax: % qtInt = qtIntGausFit_v3(ecg, fs) % qtInt = qtIntGausFit_v3(ecg, fs, rpeaks) % qtInt = qtIntGausFit_v3(ecg, fs, rpeaks, betaQ, betaT) % % Inputs: % ecg: Vector of single ECG data....
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MATLAB
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function results = stepwise_regression(app) %UNTITLED Summary of this function goes here % Detailed explanation goes here ds = app.edt_reg_downsampling.Value; channel_idx = find(strcmp(app.popup_signal_to_predict.Value,app.popup_signal_to_predict.Items)); [data_p,ts_p,name_p, ~] = current_signal(app, channel_idx); na...
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MATLAB
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100
function [idx,X] = get_idx(M,nSites) % GET_IDX Concise index sets for a modularization. % IDX = GET_IDX(M,NSITES) for modularization M and total number of observable components NSITES % (without the reference variable s_ref) returns the indices of the elements of the % NSITES-by-NSITES moment ratio matri...
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MATLAB
2,304
78
function qtInt = qtIntGausFit_v2(ecg, fs, varargin) % Estimate the Q-T interval by fitting Gaussian functions. % % Syntax: % qtInt = qtIntGausFit_v2(ecg, fs) % qtInt = qtIntGausFit_v2(ecg, fs, rpeaks) % qtInt = qtIntGausFit_v2(ecg, fs, rpeaks, betaQ, betaT) % % Inputs: % ecg: Vector of single ECG data....
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MATLAB
2,304
73
function [d,p] = shortestpath(L,source,target) %% Calculate the shortest path in a graph using Dijkstra's algorithm. % This function calculates the shortest path from a node i to node j (or % all other nodes) in the network. The length of a path is defined by the % sum of the inverse projection of the nodes along t...
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MATLAB
2,304
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function success = saveFiles(obj) %SAVEFILES Save files to disk dlgAns = questdlg(['Save clustering to ', obj.hCfg.resFile, ' ?'], 'Confirmation', 'Yes'); if strcmp(dlgAns, 'Yes') obj.cRes.curatedOn = now(); res_ = jrclust.utils.mergeStructs(obj.res, obj.cRes); res_ = rmfield(res_, ...
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MATLAB
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function Square_coloring(PX, color, PY, Bace ) hold on; xlimit = get(gca, 'XLim'); % ƒfƒtƒHƒ‹ƒgXƒŒƒ“ƒWÝ’è ylimit = get(gca, 'YLim'); % ƒfƒtƒHƒ‹ƒgXƒŒƒ“ƒWÝ’è colordflt = [1.0 1.0 0.9]; ...
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MATLAB
2,311
77
function [eventwindowData_SAVE,entiresessionData_SAVE,eventwindowDts_SAVE] = eventwindowStackEventsV2(ProcessedData,Dts,varnamesDATA,setupParam,TrialParam,Fs) %% Setup trial/data info ST1 = {'Raw'; 'Recentered'; 'DecayAdj';}; inUseST = fieldnames(ProcessedData); STidx = zeros(1,numel(ST1)); for i = 1:numel(ST1) ...
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MATLAB
2,312
86
function [ind, peaks, ch] = ChannelIndex10(x,f,fs, varargin) % Channel selection based on fixed template matched filter % % Reza Sameni % September 2010 if nargin > 3 && ~isempty(varargin{1}) num_peak_det_itr = varargin{1}; else num_peak_det_itr = 1; end % % % th = 0.5; % % % h0 = load('BPFilte...
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MATLAB
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function perturb_hopf_syncbynode_MCS(node) load Modelling_Workspace_MCS.mat PERTURB=0:0.01:0.2; %% This is synchronisation protocol we= 0.07; %% Insert here G value from optimal MCS model fitting ITER=10; N=214; a=-0.02*ones(N,2); C=squeeze(Coptim(find(abs(WE-we)<0.0001),:,:)); TSmax=295; NSUB=29; %n...
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MATLAB
2,314
66
% Function to Sort Neurons According to the combination of Ensamble % Participation % Input % labels_frames: ensamble ID in each frame % signif_frames: significant frames (ensamble activation) % Experiment: Raster: Frames x Cells [transposed!!!!!] % NG: Number of ensembles % Output % New_Order: Sorted In...
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MATLAB
2,314
77
function saveRes(obj, forceOverwrite) %SAVERES Save results struct if isempty(obj.res) return; end if nargin < 2 forceOverwrite = 0; end forceOverwrite = forceOverwrite | obj.hCfg.getOr('testRun', 0); % don't overwrite unless explicitly permitted (or testing) if exist(ob...
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MATLAB
2,314
49
ct_rg=readtable('D:\Canada_2020\UK_biobank\reports\AD\genetics\EURnoWB\METAL\sumstats.txt'); h2=ct_rg.h2_obs(1:34); h2_se=ct_rg.h2_obs_se(1:34); ct_rg_square=reshape(ct_rg.rg, [34 34]); %tmp=reshape(ct_rg.p, [34 34]); ct_rg_square(tmp>0.05/(34*34))=0; ct_rg_square(1,:)=[];ct_rg_square(:,1)=[];%ct_rg_square(eye(33)==1)...
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MATLAB
2,315
69
% Plot baseline (pooled across intensities) for PFC vs PHb clear all cd 'I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\effect size\f5\i_base_line' PHb_tmp=load('all_baselines_PHb.mat'); PFC_tmp=load('all_baselines_PFC.mat'); PHb_baseline_tmp=table2array(PHb_tmp.all_cells(:,12)); PHb_cluster=table2...
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MATLAB
2,317
98
function parse_data_tdt(Block, max_memo_GB) %This code required OpenDeveloper (Tucker-Davis Technologies) folder = fileparts(Block); if isempty(folder) Tank = pwd; else Tank = folder; end with_memory=true; try memory; catch with_memory=false; end if with_memory [userview,systemview] = memory; memo_avaib...
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MATLAB
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function covar_out = covardlg(covar_in,use_rec,anocovas) %UNTITLED Summary of this function goes here % Detailed explanation goes here uif = uifigure('Position',[100,100,800,600],'Color',[0.80,0.95,0.90]); % uif.CloseRequestFcn = @(src,event)my_closereq(src); col_ed = [false,false]; col_name = {'record', 'interval'}...
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MATLAB
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%% issue: % miniscope and behavior recordings are too long % probably due to trigger issue % miniscope is longer than behavior % what probably happend: % - miniscope was running before exeriment started % - bcam recorded frames when initializing experiment % - bcam was turned off properly % - miniscope kept running ...
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MATLAB
2,321
84
function mmil_write_csv(fname,data,varargin) %function mmil_write_csv(fname,data,[options]) % % Required Input: % fname: output file name % data: 2D data matrix of numbers or cell array of numbers and/or strings % % Optional Parameters: % 'row_labels': cell array of row labels % {default: []} % 'col_labels': ...
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MATLAB
2,321
83
function [states] = multiHolsclaw_State_draw(Y, xDat, Omega, rho, sqrl ) %% Inputs: % Xi : parameters controlling the transition probabilities and the log linear regression term % Z : Matrix with the Markov property, binary matrix showing which states are present at each time point % Exo : Exogenous variables used in t...
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MATLAB
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47
%% mean-field w/o ref. We use parameters and mean Vs to estimate firing rates % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % N_EE,N_EI,N_IE,N_II number of presynaptic neurons % S_EE,S_EI,S_IE,S_II synaptic strength % S_EL6,S_IL6,rE_L6,rI_L6 L6 Input % p_EEFail Synaptic failu...
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MATLAB
2,322
48
%% mean-field est With ref. We use parameters and mean Vs to estimate firing rates % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % N_EE,N_EI,N_IE,N_II number of presynaptic neurons % S_EE,S_EI,S_IE,S_II synaptic strength % S_EL6,S_IL6,rE_L6,rI_L6 L6 Input % p_EEFail Synaptic ...
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MATLAB
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72
classdef calling_function_info < handle % % Class: % sl.stack.calling_function_info % % See Also: % sl.warning.deprecated % % IMPROVEMENTS: % =================================================================== % 1) We might eventually add on a workspace grab of the ...
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MATLAB
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function fig6_compare(folder, save) %% Figure 6: Sex difference in connectivity % Subplots/information: % - Scatterplots comparing in total node in/output % - Boxplots with ratios %% Load if nargin == 0 folder = 'diff'; end load('structures', 'structures'); load(fullfile(folder, 'data'), 'm1', 'm2', 'ids', 'cat')...
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MATLAB
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%% Doing Gaussian blur to inputs: L6, lgn, etc... % For new version of network for paper2 % Input: OD_SMap (n_S_HC * N_HC)^2 matrix, representing the spatial ord dom % L6S_Drive: Input to each domain % FiltSig: Spatial sigma, should be proportional to mat size % Trunc: Truncating. relative to sigma...
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MATLAB
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function [states] = multiHolsclaw_State_draw_par(Y, xDat, Omega, rho, sqrl ) %% Inputs: % Xi : parameters controlling the transition probabilities and the log linear regression term % Z : Matrix with the Markov property, binary matrix showing which states are present at each time point % Exo : Exogenous variables used ...
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MATLAB
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function ITS20191031 global SpikeArray RpegTouchallWon LpegTouchallWon TurnMarkerTime fname tfile ITS FLName dpath3 bin1=20; phaseR=zeros(1,bin1); for i=1:length(RpegTouchallWon)-1 for j=1:length(SpikeArray)-1 if RpegTouchallWon(i)<SpikeArray(j)&&SpikeArray(j)<RpegTouchallWon(i+1); %%ƒ^ƒbƒ`ŠÔ‚...
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MATLAB
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%% SVM Place decoding % Load the sample data from the provided MAT-file load ensemble_sample_data.mat % Initialize a matrix to store accuracy results, with dimensions corresponding to the third and second dimensions of the input data accuracytotal=nan([size(all_sessionsfloor_iteration,3) size(all_sessionsfloor_iterat...
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MATLAB
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function normalize_bursts(app) %NORMALIZE_BURSTS Summary of this function goes here % normalizes the burst amplitude ant integral by the amplitude % of the highest burst in the "baseline_interval" ts = app.burst_res.ts(1):app.burst_res.ts(2):app.burst_res.ts(3); if app.chkbx_normalize.Value bsln_int = find(...
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MATLAB
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clear, close all load data.mat %% Prepare figure startt = t(1); endt = 6.5; f = figure(1); f.Position(3:4) = [350 800]; f.Color = [1 1 1]; tile = tiledlayout(6,1, "TileSpacing", "compact", "Padding","compact"); Vexc = unique(dVexc); ax1 = nexttile; ax1.LineWidth = 1; time = t(dVexc == Vexc(1)); curr = ...
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MATLAB
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function [binary threshold globalcosteffmax costmax ef]=threshold_global_cost_efficiency(w,th) %define the threshold in a a network as the max value of global cost efficiency versus cost %adopted from Bassett & Bullmore Cognitive fitness of COST EFFICIENCT BRAIN %FUNCTIONAL NETWORKS PNAS, 2009 %needs efficiency...
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MATLAB
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90
function c = get_water_content() marsbar('on'); anat_dir = '/home/romain/data/spectro/hipo/repro_study/anat'; aref = get_subdir_regex(anat_dir,'HIPO_..$','t1mpr','seg8'); c1 = get_subdir_regex_files(aref,'^c1.*img'); c2 = get_subdir_regex_files(aref,'^c2.*img'); c3 = get_subdir_regex_files(aref,'^c3.*img'); i...
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MATLAB
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%% Plot Stuff ------------------------------------------------------------- [Ntotal,~]=size(XY_selected); [Nmerged,~]=size(XY_merged); % Get Indexes of Selected Ones that CoLocolize: [~,~,MergedIndx]=intersect(XY_merged,XY_selected,'rows'); NotMergedIndx=setdiff(1:Ntotal,MergedIndx); MetaDataColocaliation.PositiveCells...
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MATLAB
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%% before and after lfp cimogenctics clc clear %load all files to one big file [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) mkdir('statistics') datafile = fullfile(path, file); %save path %% NDname...
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MATLAB
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function res = deleteUnit(obj, spikeClusters, unitID, metadata) %DELETEUNIT Speculatively delete a unit, returning a snapshot of the %spike table and metadata fields. if nargin < 4 metadata = struct(); end res = struct('spikeClusters', [], ... 'metadata', []); indices =...
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MATLAB
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%% Function to load fluorescence signals from videos % using the ring acquisition method % Input % mov: video of grayscale pixels % XY: Coordinates of active signals % If ImPatch/fSIENN ROI File % r: vector array of circle's radius % If ImageJ ROI File % r: cell of pixels in ellyptical ROIs % Output % Flu...
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MATLAB
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function [data] = JT_processFP(data,params) %Process Fiber Photometry % % [data] = processFP(data,params) % % Description: This function is designed to process fiber photometry data % for the lab. The function performs demodulation (if selected), % filtering, baselining, and downsampling for all photomet...
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MATLAB
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% Funtion that reads Names and Directory of Videos % and loads coordinates % Input (same directory) from dialogue: % ALL (XY).csv % Condition_A_00.avi % Condition_A_01.avi % ... % Condition_B_00.avi % ... % Condition_Z_XX.avi % Output % Names_Conditions % NumberofVideos (per condition) % FN{}: Str...
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MATLAB
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% Comparing different multichannel fetal ECG denoising methods % Reza Sameni, copyright 2018 % clear; close all; load('FOETAL_ECG.dat'); data = FOETAL_ECG(:,2:end)'; time = FOETAL_ECG(:,1)'; clear FOETAL_ECG; fs = 250; L1 = size(data,1); L2 = size(data,2); % BW removal bl = LPFilter(data,1.5/fs); x = data - bl; % ...
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MATLAB
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function [confusion_matrix, correct_or_not] = odor_response_classifier(data, shuffle_labels) %% Odor response classifier % Input: % data: struct with binned spike counts for odor trials % data.(odor) is a matrix with dimensions: units x time x trials % data.time is a vector spcifying the time bins % % Ou...
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MATLAB
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%% Script to plot Hebbian Stairs: ************************************* % Sequence of neuronal ensembles % Ouput Figure of same axis limits % N conditions % Hebbian Sequence (vector) % Color of Ensembles %% ##################################################################### if exist('Features_Condition','var') ...
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MATLAB
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function [peth] = getClusterPETH (st, events, peth) % Peri-Event Time Histogram (PETH) - alignment of spike times to event time % % [peth] = getClusterPETH(st, events, peth) % % INPUT % Note: all inputs must be in same time scale (e.g. seconds) % 'st' - cell array with spike times % 'events' - vector wit...
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MATLAB
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function [f,df,u,du]=IOT1D(J0,J1); % The goal is to find the mass preserving transform of a 1D pdf into another one % df(x)*J1(f(x))=J0(x) % Input: % J0,J1= PDF functions (Normalized 1D functions of the same % size). Note that J0 is the template signal. % Output: ...
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MATLAB
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function [ cols,alpha ] = chooseColors( input_args ) % chose colors for different session types % HAB % FC % EXT % AA % AA vert %% alpha = .4; cols(1,:) = [1 1 1]; % white cols(2,:) = [1 .5 0]; % orange cols(3,:) = [0 .5 1]; % blue cols(4,:) = [.3 .8 .3]; % green cols(5,:) = ...
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MATLAB
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function c = get_water_content_servier(cmet) marsbar('on'); pp.verbose=0; anat_dir = '/servernas/home/najib/copyservier'; %suj_dir = get_subdir_regex(anat_dir,'rett') c=cmet; for npol = 1:length(cmet) suj = cmet(npol).suj; for ns = 1:length(suj) sujname = suj{ns}; ii=findstr(sujname,'_'); s...
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MATLAB
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function validateParams(obj) %VALIDATEPARAMS Validate parameters and compute others if obj.nSites == 0 obj.error('No siteMap specified', 'Bad probe configuration'); end if size(obj.siteLoc, 1) ~= obj.nSites obj.error('Malformed probe geometry', 'Bad probe configuration'); return...
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MATLAB
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%% all magnitude index %% load all data files clear clc [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path %% calulate count = 0; window_names = {'ON', 'Sustani...
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MATLAB
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load fisheriris Mdl = fitcdiscr(meas,species, 'DiscrimType','quadratic') figure, % nexttile gscatter(meas(:,1), meas(:,2), species); hold on scatter(Mdl.Mu(:, 1), Mdl.Mu(:, 2), 100, 'xK', 'LineWidth', 1.5) hold off % nexttile % gscatter(meas(:,1), meas(:,3), species); % hold on % scatter(Mdl.Mu(:, 1), Mdl.M...
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MATLAB
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function [SBJ]=optim_Arb(maxi,mode,PreBehav,PreBlck,MainBehav,MainBlck,list_sbj,param_init) tt = clock; path_local = '/PATH/TO/LocalDIR/'; for ppi = 1 : 6 rng(floor(tt(6)*1000)); param_init(ppi) = randi(20)*(mode.param_BoundU(ppi) - mode.param_BoundL(ppi))/20 + mode.param_BoundL...
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MATLAB
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function file_path_out = convert_mat_file(file_path_in) dot_idx = find (char(file_path_in)=='.',1,'last'); file_path_out = [file_path_in(1:dot_idx-1) '_tmp.mat' ]; file_in = load(file_path_in); file_meta.n_records = size(file_in.datastart,2); file_meta.n_channels = size(file_in.datastart,1); file_version = 1; for i = ...
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MATLAB
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function file_path_out = convert_mat_file(file_path_in) dot_idx = find (char(file_path_in)=='.',1,'last'); file_path_out = [file_path_in(1:dot_idx-1) '_tmp.mat' ]; file_in = load(file_path_in); file_meta.n_records = size(file_in.datastart,2); file_meta.n_channels = size(file_in.datastart,1); file_version = 1; for i = ...
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MATLAB
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function [ref] = findRef(modFreq,refSig,Fs) %Find reference signal % % [ref] = findRef(modFreq,refSig,Fs) % % Description: This function goes through all the reference signals in % the refSig cell and tries to find the signal that corresponds to the % input modulation frequency using an FFT with a +/-5Hz...
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MATLAB
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function [spk] = getSpikeProp(clusters) %Cluster temporal properties from spike times % % Description: This function will use cluster spike times to compute % temporal/spiking properties for each cluster. % % [spk] = getSpikeProp(clusters) % % INPUT % 'clusters' - structure containing cluster spike time ...
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MATLAB
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[file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enable the user to select a file. cd(path) datafile = fullfile(path, file); %save path old_int_encoding = []; new_int_encoding = []; all_cells = 0; for i = 1:length(datafile) load(dataf...
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MATLAB
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function [pval, stats, distRatio] = checkResponsive(stimTrials, blankResp, distType) %% info % function determine whether PSTH is responsive % logic: if a unit is responsive to a stimulus individual trial responses % should be more similar to the average stimulus response (excluding that % trial) than to the average b...
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MATLAB
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function Workspace1 = Add_CB_Branch(Workspace1,Figure_Handle,H_Ax1) % assignin('base','Workspace1',Workspace1); Scale_Factor = Workspace1.User_Input.Scale_Factor; R1 = Workspace1.Parameters.Auto_Tracing_Parameters(1).Rect_Length_Width_Ratio; R2 = Workspace1.Parameters.Auto_Tracing_Parameters(1).Rect_Step_Length...
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MATLAB
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% function cluster_combineCoils(reconParsFile) % _skipMoCo version strips out all MoCo to speedup getting through ASPIRE % pipeline for testing load(reconParsFile) run([RETROMOCOBOX_PATH '/addRetroMoCoBoxToPath.m']); % run([MIRT_PATH '/setup.m']); addpath(SPM_PATH); % parfor doesn't like some stuff... have to make ...
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MATLAB
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function [Distance_Matrix_Num,Distance_Matrix_Length] = Vertices_Recursive_Walk(Vertex0_Index,Vertex_Index,Previous_Vertex_Index,N1,L1,Segments1,Fs,Distance_Matrix_Num,Distance_Matrix_Length) F1 = find([Segments1.Vertex1] == Vertex_Index & [Segments1.Vertex2] ~= Previous_Vertex_Index); % Find all the segments that a...
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MATLAB
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function results = stepwise_regression(app) %UNTITLED Summary of this function goes here % Detailed explanation goes here ds = app.edt_reg_downsampling.Value; channel_idx = find(strcmp(app.popup_signal_to_predict.Value,app.popup_signal_to_predict.Items)); [data_p,ts_p,name_p, ~] = current_signal(app, channel_idx); na...
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MATLAB
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function [F, pValue, SSR_Y, SSR_XY, df1, df2] = granger_causality(X, Y, maxLag) % This function calculates Granger's causality test to determine if X Granger-causes Y. % X and Y are the time series data. % maxLag is the maximum number of lags to be considered in the VAR model. % Ensure that X and ...
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MATLAB
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% Construct a symmetrical input map! function [PixInptCtgr,PixInptCtgrUse] = SymInptCtgr... (N_HC,N_HCOut,n_S_HCsur,n_I_HC,NPixX,NPixY,ODNum,... L6smear,LGNsmear,Trunc,FigOn,PixNumOut,LGNlist,L6list) [NnSsur.X,NnSsur.Y] = ... V1Field_Generation(N_HC,1:n_S_HCsur^2*N_HC^2,'e',n_S_HCsur,n_I_HC); NnSPixels...
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MATLAB
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%% Raw LEMON dataset % preprocesses RAW LEMON dataset % 1. import data % 2. ADD EEG positions % 3. Resample EEG 250 Hz % 4. High-pass % 5. Make PSD to verify quality cd('/Volumes/Seagate Portable Drive/LEMON/ftp.gwdg.de/pub/misc/MPI-Leipzig_Mind-Brain-Body-LEMON/EEG_MPILMBB_LEMON/EEG_Raw_BIDS_ID') files_EO=dir('sub*...
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MATLAB
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function M = spmup_auto_mask(varargin) % Routine to compute a mask from V, a time-series of memory mapped images. % This gives a similar (but more inclusive) mask than SPM. Data are % smoothed and the average is used as the mean above threshold * by all % voxels that have non zeros differences in the time series % % F...
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MATLAB
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function map = loadmap(var,src,experiments,nodelist) % This function creates a weighted, directed graph based on the projections % data. For every experiment a source node (injection site) is determined % and the connection strength from source node to target nodes is equal to % the projection strength. Target stru...
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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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%% Script that re-generate Video, Signasl & Raster animation: % Load .mat File % Set Video, Condition and Coordinates %% Get Video Intel: % It require to load Experiment % W & H must be the same in all experiments CurrentPath=pwd; fprintf('>>Getting Video Frames Size.') [FileName,PathName] = uigetfile('*.avi',['Selec...
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MATLAB
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% % Test program for generating single-channel ECGs with additive colored % noise % % Dependencies: The synthetic ECG generator and noise generator package of % the Open Source ECG Toolbox % % Open Source ECG Toolbox, version 1.0, November 2006 % Released under the GNU General Public License % Copyright (C) ...
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MATLAB
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function cell2csv(fileName, cellArray, separator, excelYear, decimal) % Writes cell array content into a *.csv file. % % CELL2CSV(fileName, cellArray, separator, excelYear, decimal) % % fileName = Name of the file to save. [ i.e. 'text.csv' ] % cellArray = Name of the Cell Array where the data is in % separator...
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MATLAB
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function validateFigs(obj) %% validates figure list and positions, and fills in with defaults if no positions specified if ~isempty(obj.figPos) if numel(obj.figList)~=numel(obj.figPos) error('Error parsing params: size of figList does not match size of figPos in param file!'); end ...
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MATLAB
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function get_heuristic_sorting(p) % heurisitc approach for automatic annotation: we sort cells by various % criteria and generate a sorting which reflects the 'quality' of the % different extracted cells for sub = 1:p.nSubjects tic thisSub = p.subjects(sub); % load event data fpat...
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MATLAB
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function FourierAnalysis(SpikeTime,StartTime,FinishTime) global fname dpath DrName TurnMarkerTime OneTurnTime TimestampArray... LFPsamples_Run AllTurnLFP AllTurnLFPplus fs ValidTurn %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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% Function to plot Rainclouds for multilple paired/unpaired measures % Input % MMeasures: String 'paired' onnly if paired measures % ColorsN: Matrix Colors for N inputs, % bda_init: Plot parameter, % bdam_init Plot parameter, % varargin: N vector Inputs or Cell % Output % bda_final Plot paramet...
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MATLAB
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function c = get_water_content_pas(cmet) marsbar('on'); pp.verbose=0; anat_dir = '/servernas/images2/romain/data/spectro/PROTO_U731_CERVELET_TMS/anat'; %suj_dir = get_subdir_regex(anat_dir,'rett') c=cmet; for npol = 1:length(cmet) suj = cmet(npol).suj; for ns = 1:length(suj) sujname = suj{ns}; ...
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MATLAB
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function viewphotometry_fox_odor(root, animals) %VIEWPHOTOMETRY_FOX_ODOR Colour map and average PSTH of simplified fiber photometry data. % VIEWPHOTOMETRY(ROOT, ANIMALS) creates colour map and average PSTH of fiber % photometry data recorded from single sessions of from path ROOT with % folders named ANIMALS...
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MATLAB
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function [fig] = plotwfisi(data, varargin) % plotUnits - Plot unit waveform and log-ISI distribution % % [fig] = plotwfisi (data); % [fig] = plotwfisi (data, units); % % Description: This function plots histogram of spike times over the % length of silicon probe recording along with average waveform and ...
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MATLAB
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%% Save Processing-Features of RASTER Activity: p(++), p(-+), p(--),p(+-) % Get N videos and N conditions [Nv,Nc]=size(ESTSIGNALS); NNeurons=length(XY); % SETUP ACCUMULATIVE ARRAYS %EXPNAME=[]; FLUOROPHORE=[]; CONDNAME={}; COORD=[]; RAD=[]; SNRW=[]; SNRL=[]; SKEWDEN=[]; LAMB=[]; ODDS=[]; for c=1:Nc for v=1:Nv ...
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MATLAB
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%% Script to define Default Settings % If Yes: Modify each part % If No: Ask if load initial default Settings % If Cancel: Nothing Done Modify = questdlg('Set Default Settings for Processing?'); clc; if strcmp('Yes',Modify) %% Set Directories % Read Experiments *************************************** button...
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MATLAB
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function estimatedPower = permutationTestPowerAnalysis() %% % Parameters nSimulations = 1000; % Number of simulations to estimate power sampleSize = 300; % Number of observations per group effectSize = 0.5; % Mean difference you want to detect nPermutations = 1000; % Number of permutations for each test alphaLev...
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MATLAB
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function outliers = detectOutliers(p) % first detect and remove outliers: % sometimes broken frames cause high variance signals, these can be % detected via the variance over all cells if strcmp(p.experimentName,'2DAA') var_thresh = .07; elseif strcmp(p.experimentName,'2TAA') var_thresh = .08; ...
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MATLAB
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function [states, trans_prob] = Holsclaw_State_FB(sqrl, Z, xDat, Omega, X) %% Inputs: % Xi : parameters controlling the transition probabilities and the log linear regression term % Z : Matrix with the Markov property, binary matrix showing which states are present at each time point % Exo : Exogenous variables used in...
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MATLAB
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function [conc]=get_result(file_sel,waterref) %for 3T data RESONANCE_FREQ = 123.25; %for 7T data RESONANCE_FREQ = 296.5917; if ~exist('waterref') waterref=0; end root_dir=pwd; dir_sel=get_parent_path(file_sel); for npool = 1:length(dir_sel) % aa = get_subdir_regex_files(dir_sel{npool},'.*\.COORD'); F =...
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function [Z96_train,Z96_test,A_mean,EIGENV,Z_train,Z_test] = PCA_decomp(train_features, test_features) %3. Perform PCA analysis on the training set and project the test set onto the training set. %Shinjini Kundu (c) 2014 %Uses the PCA trick described in the paper Cootes TF, Taylor CJ, Cooper DH, %Graham J, Activ...
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MATLAB
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function area = area_of_cap(dim, s_cap) %AREA_OF_CAP Area of spherical cap % %Syntax % area = area_of_cap(dim, s_cap); % %Description % AREA = AREA_OF_CAP(dim, S_CAP) sets AREA to be the area of an S^dim spherical % cap of spherical radius S_CAP. % % The argument dim must be a positive integer. % The argument S_CAP mus...
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MATLAB
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% Authors : Tatjana Schmitt & Simon Wadle 2019-2023 function [stimulus_responses_zscore, stimulus_responses_meanact] = tone_evoked_activity(dF_F_image_resized, time_points, z_score_threshold) % function needs start and end times, dF_F_res. image, start and end times [x_pixels, y_pixels, ~]= size(dF_F_image_re...
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MATLAB
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function seqOut = cutTrials(seqIn, varargin) % % seqOut = cutTrials(seqIn, ...) % % Extracts trial segments that are all of the same length. Uses % overlapping segments if trial length is not integer multiple % of segment length. Ignores trials with length shorter than % one segment length. % % INPUTS: % % seqIn ...
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%% compare FA fit collectively or separataely fileNames = {'FA_normal';... 'FA_fitSep'}; plotTitles = {'fit together'; 'fit sepaarately'}; sessionTags = {'M22027', '20220517';... 'M22029', '20220607';... 'M22031', '20220524'; 'M22032', '20220621'; 'M22033', '20220706'}; dataDir = 'C:\Users\edwar...
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function [out1, out2, out3] = example_cluster(cellid) %EXAMPLE_CLUSTER Example cluster of a tagged neuron. % [O1, O2, O3] = EXAMPLE_CLUSTER(CELLID) plots MClust projections and % waveforms, calculates ID and L-ratio for CELLID. Spike shape correlation % between light-evoked and spontaneous spikes is calcula...
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MATLAB
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function [WalkTimeAll]=File_search_WaterApproach global h h2 dpath dpath2 dname global h dpath dpath2 dpath=uigetdir; cd(dpath); h2=ls; WalkTimeAll=cell(1);M=0; for n=1:length(h2(:,1)) fname=strtrim(h2(n,:)); if ~isdir(fname(1,:)) && ~strcmp(fname,'.') && ~strcmp(fname,'..') %if strcmp(fname...
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MATLAB
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% Kalman filter based on autoregressive model clc clear close all; load('SampleECG1.mat'); % load('dataEEG.txt'); data = dataEEG(:,11)'; % data = load('eeg.txt')'; %data = data(5001:20000)'; load LPFilterCoefs50Hzfs250Hz h fs = 250; % x = filtfilt(h,1,data); x = data; % x = data + (5.5+sin(2*pi*n...
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MATLAB
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%% per session vs per mouse vs per cell clear clc cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\response statistics per erea') %% C57 = importdata('C57_ALL_CELLS.mat'); %% %% per_session = grpstats(C57,"file_name", "mean", DataVars=["Is_reponsive_and_IR","Is_reponsive"]); f1 = figure; f1.Posi...
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MATLAB
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function [n,x,h] = rst_hist(data,varargin) % rst_hist is a simple histogram plot with optimized number of bins by defailts and % all the graphic options available (ie no need to set(get(gca), ... ) % % FORMAT [n,xout,h] = rst hist(data,bins, 'BarWidth',BarWidth, 'LineWidth',LineWidth, ... % 'FaceC...
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MATLAB
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clear clc %% %load clsuters file [file2, path2] = uigetfile('clusters.mat','MultiSelect','off'); clusters_file = fullfile(path2, file2); load(clusters_file) close all %% %load all data files [file, path] = uigetfile('*.mat','MultiSelect','on');%When the user clicks the load psetion button, a window should open to enab...
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function [pfitData]= getPfitData(pfit_input,dir,prethresh95CI) %check out http://bootstrap-software.org/psignifit/ and http://bootstrap-software.org/psignifit/publications/wichmann_hill_2001a.pdf global use_log %AZ 2023_07_11 pfitData.valid_thresh=sum(~(pfit_input(1:end,2)==0 | pfit_input(1:end,2)==1))>1; %the...
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classdef file_viewer % % Class: % adi.file_viewer % % This class was a work in progress. I'm not currently working % on finishing it ... % properties end methods function obj = file_viewer(file_path) % % obj = adi.file_viewer(fi...
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MATLAB
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function PlotRepeatTouchSpike(TouchIntervalSet,SpikeA,NN) %Å‰‚̃^ƒbƒ`‚ðŠî€ K=[]; % NN=300:50:700; Hist2=cell(length(NN),4); for n=NN for m=1:4 B=[]; eval(['TI=TouchIntervalSet.TI',int2str(n),'_',int2str(m),';']); if sum(TI)>0 for k=1:length(TI(:,1)) ...
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MATLAB
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%% Fig1J RdLight1 Saline vs Reserpine % Choose and load the appropriate files clear all; [FPfiles,FPpath] = uigetfile('*.mat','Select FP Files to Analyze','MultiSelect','On'); if isempty(FPfiles) fprintf('No Photometry File Selected!\n'); else if (~iscell(FPfiles)); FPfiles = {FPfiles}; end load(f...