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MATLAB
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272
% findLegReversals.m % % Function to find when leg position in x reaches max and min, i.e. % reverses direction % Algorithm: smooth leg position aggressively using sliding window; using % overlapping windows, find index of max, min; if index of max/min isn't % the first or last index of the window, flag the window;...
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MATLAB
10,268
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%figS8_eval_synthetic_RPk0nr3.m % %% clear all; close all; clc; %% addpath if not added yet % assumes script run within local directory scriptdirs = {pwd; '..\..\plot'; '..\..\helper_functions'; '..\..\analyze'; }; addpath(scriptdirs{:}) datadir = pwd; nSS = 1000; ssfile = 'subsample1000_stdFR_RPk0nr3.mat'; sspath...
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MATLAB
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function [HDR,data,t]=matread(HDR,arg2,idxlist) % MATRREAD Loads (parts of) data stored in Matlab-format % % [HDR,data,timeindex]=matread(HDR,block_number, [startidx, endidx]) % This is the recommended use for Matlab-files generated from ADICHT data % Before using MATREAD, HDR=MATOPEN(filename, 'ADI', ...) must be app...
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MATLAB
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%figS9_eval_synthetic_RPk0_4nr4.m % %% clear all; close all; clc; %% addpath if not added yet % assumes script run within local directory scriptdirs = {pwd; '..\..\plot'; '..\..\helper_functions'; '..\..\analyze'; }; addpath(scriptdirs{:}) datadir = pwd; nSS = 1000; ssfile = 'subsample1000_stdFR_RPk0.4nr4.mat'; ss...
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MATLAB
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%figS10_eval_synthetic_RPk0_7nr18.m % %% clear all; close all; clc; %% addpath if not added yet % assumes script run within local directory scriptdirs = {pwd; '..\..\plot'; '..\..\helper_functions'; '..\..\analyze'; }; addpath(scriptdirs{:}) datadir = pwd; nSS = 1000; ssfile = 'subsample1000_stdFR_RPk0.7nr18.mat'; ...
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MATLAB
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function d = readSpikeFile(filename,chans) %% readSpikeFile.m imports Cambridge Electronic Design Spike2 files % % Requires the MATLAB SON library version 2.4 or higher. % % ------------------------------------------------------------------------- % Author: Malcolm Lidierth 07/06 % Copyright © The Author & King's Coll...
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MATLAB
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function [imageLines,startColumn,endColumn,index_vals1,windowsize,velocity,pixel_size,badvals,meanvel,stdvel,Switch_to_mm,numWorkers,fpscheck,full_analysis,index_length,numavgs, skipamt] = VD_MBF_LSPIV( LineScanTable, nImage, mImage, fpscheck, pixel_size, numWorkers, windowsize) % LSPIV with parallel processing enable...
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MATLAB
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% getMoveNotMoveSpikerate.m % % Function to get mean spike rate during moving and not moving periods, % with transitions excluded. % Operates on pData files from multiple flies (merges data from pData files % from same fly but separates data from different flies) % % INPUTS: % cond - struct of conditions that time ...
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MATLAB
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%------------------------------------------------------------------------------------- % lfps.m % Plots voltage activity for (spatially) local clusters of neurons in the % cortex (L2) % % Requires: % - files: time_cx_*folder* (for each folder) % - scripts: sampleparcels.m % - output folder: 'figures' % % Last revised: ...
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MATLAB
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function displayPairingStatistics(cnmf,pcaica,suite2p,est) clc %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% %% Single algorithm statistics fprintf('Ideal:') fprintf('Number componants: %d\n', size(est.estact,1)) fprintf('Number paired componants (>0.1,>0.3,>0.5): (%d,%d,%d)\n', sum(e...
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MATLAB
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function plotPWelch ( obj, varargin ) % PLOTWELCH Plot Pwelch (PSD along frequencies) for each channel % Use LFP online streaming recordings % % Syntax: % PLOTWELCH( obj, varargin ); % % Input parameters: % * obj - object containg data % * ax (optional) - axis where you want to plot % * data_type (optional) ...
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MATLAB
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function [status, message]=xlwrite(filename,A,sheet, range) % XLWRITE Write to Microsoft Excel spreadsheet file using Java % XLWRITE(FILE,ARRAY) writes ARRAY to the first worksheet in the Excel % file named FILE, starting at cell A1. It aims to have exactly the same % behaviour as XLSWRITE. See also XLSWRITE. % %...
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MATLAB
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function [Eval,T_prop,RGB,Mlines] = particlePropertiesEval(map,Class,pxsz,Image, varargin) % Function to give out particle properties for a HRTEM image segmentation % % INPUTS: % map: Segmentation map, uint8 file % Class: integer % Class to analyze % Recognized Name-Value Pair arguments...
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MATLAB
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clear close all tic rng(040522) % setting up the initial configuration P.y0 = 180;%nm, corresponds with spectrin bundle length P.x0 = sqrt(P.y0^2 - (P.y0/2)^2);%nm; height of the triangles P.max_y0 = 17*P.y0/2; P.max_x0 = P.x0*15; [r_s,T_s,edges_s,edge_type] = create_mesh(P); % r_s:position of the nodes, edges_s: e...
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MATLAB
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% presents place fields over trajectories %modified from amapOF. Oct 2016, ehud. % clear all; %close all; globals; initglobals; Tstart = tic; scrsz = get(0,'ScreenSize'); PRINT_ERRORS = 0; PRINT_INFO=0; PRINT_NAN=0; GDEVELOP=0; % development mode - plot interim plots etc (eg in getSpikes.m) GDEBUG = 0; DEBUG ...
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MATLAB
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% DATA ANALYSIS PIPELINE FOR FIBER PHOTOMETRY EXPERIMENT % Name: Shock_PooledQuantification % Cohort: GCAMP or dLight1.3b with shock % Feb 2023 then March 2024 - Marie Labouesse, marie.labouesse@gmail.com % 1- POOLED QUANTIFICATION % loads FP data previously analyzed (with: Shock_DataExtraction then Shock_Pool...
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MATLAB
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function [grad, elec] = bti2grad(hdr, balanceflag) % BTI2GRAD converts a 4D header to a gradiometer structure that can be % understood by FieldTrip and Robert Oostenveld's low-level forward and % inverse routines. This function only works for headers that have been % read using the READ_4D_HDR function. % % Use as: % ...
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MATLAB
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clear all close all addpath('/data/jag/gbaum/matlab_scripts/BCT/2017_01_15_BCT') addpath('/data/jux/BBL/projects/pncBaumStructFunc/scripts/colorbrewer/cbrewer/cbrewer') addpath('/data/jux/BBL/projects/pncBaumStructFunc/scripts/colorbrewer/MatPlotLib2.0_colormaps') addpath('/data/jux/BBL/projects/pncBaumStructFunc/scri...
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MATLAB
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clear close all rng(040522) % Supplementary Figure 8H, slower focal adhesions P.y0 = 180;%nm, corresponds with spectrin bundle length P.x0 = sqrt(P.y0^2 - (P.y0/2)^2);%nm; height of the triangles P.max_y0 = 17*P.y0/2; P.max_x0 = P.x0*15; [r_s,T_s,edges_s,edge_type] = create_mesh(P); % r_s:position of the nodes, edg...
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MATLAB
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clear close all rng(040522) % Supplementary Figure 8L, faster focal adhesions P.y0 = 180;%nm, corresponds with spectrin bundle length P.x0 = sqrt(P.y0^2 - (P.y0/2)^2);%nm; height of the triangles P.max_y0 = 17*P.y0/2; P.max_x0 = P.x0*15; [r_s,T_s,edges_s,edge_type] = create_mesh(P); % r_s:position of the nodes, edg...
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MATLAB
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%% Figure 2 Code % Fig. 2: egocentric vector analysis % Fig. 2d: spike-trajectory figure with head direction % Fig. 2f: egocentric vertex-vector map %% Session setting idx_session = 3 ; % 1: Triangle, 2: Square, 3: Hexagon %% Data load if idx_session == 1 % Spike-trajectory map Fig2_beh_x_...
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MATLAB
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function [nodes,conn,nv] = growCapillaries(nodes,conn,neur_ves,nv,vp,vres) % [nodes,conn,nv] = growCapillaries(nodes,conn,neur_ves,nv,vp,vres) % % Function to sample capillary locations and setup nodes and connections of % capillaries (including connections to penetrating vessels) % % - nodes - struct array con...
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MATLAB
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% This project is a general project to perform the analysis % on a general experiment (nothing too specific). % It will make placemaps, and perform correleations. close all clear all clc tstart = tic; % Don't change these projectCfgFilename = fullfile(pwd, 'project_config.json'); pipeCfgFilename = fullfile(pwd, 'pip...
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MATLAB
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%% msRunCNMFE_large % CNMFE source extraction, based on original work by Pengcheng Zhou. This % version allows you to perform unsupervised analysis. It is recommended to % first run a few manual analyses to establish your parameters, then use % the CNMFE_large (patches analysis) with established parameters. % Based on ...
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MATLAB
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%fig4_eval_synthetic.m % set write preferences at end %% clear all; close all; clc; %% addpath if not added yet % assumes script run within local directory scriptdirs = {pwd; '..\..\plot'; '..\..\helper_functions'; '..\..\analyze'; }; addpath(scriptdirs{:}) datadir = pwd; nSS = 1000; ssfile = 'subsample1000_stdFR_std...
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MATLAB
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clear close all rng(040522) % Supplementary Figure 8I, fixed local adhesions % setting up the initial configuration P.y0 = 180;%nm, corresponds with spectrin bundle length P.x0 = sqrt(P.y0^2 - (P.y0/2)^2);%nm; height of the triangles P.max_y0 = 17*P.y0/2; P.max_x0 = P.x0*15; [r_s,T_s,edges_s,edge_type] = create_mes...
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MATLAB
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%% Set variables to false to skip workflow steps DOWNLOAD = false; CONVERT_AGILENT_TO_CSVS = false; EXTRACT_SPECTRA_AND_INTEGRATE = false; SHUFFLE_TEST = false; %% Download the raw data from Zenodo if (DOWNLOAD) dataUrl = ['https://zenodo.org/record/8193580/files/'... 'metastasis_lineages_3replicates_3run...
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MATLAB
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function offsetValue = getOffset(coords, redo, offsetType,sectionSpecificOffset) % Get offset value for a channel % % function offsetValue = stitchit.tools.getOffset(coords, redo, offsetType) % % PURPOSE % Load or calculate the image offset value from the average tiles. Offset values are % cached channelwise in file ca...
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MATLAB
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function PlotUnitsOnProbe(clusinfo,UMparam,UniqueIDConversion,WaveformInfo,AddDriftBack) if nargin<5 AddDriftBack = 1; end PlotAll = 1; PlotMaxRecSes = []; [~,id1,id2] = unique(UniqueIDConversion.UniqueID(UniqueIDConversion.GoodID==1)); % Draw findings on probe neuroncols = jet(length(id1))+rand(length(id1),3)*...
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MATLAB
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function varargout = calcium_dynamics(S, varargin) % [CB,C,F] = calcium_dynamics(S, cal_params) % % Function to simulate the underlying calcium dynamics with either a % single-occupancy or quad-occupancy model of protein <=> Ca2+ % interactions. The inputs to this model are: % - S - A Kx(nt) array of the ...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 % Figure S12B and Figure S12C. This was written to perform a simple % per-cell per trial context prediction. close all clear all clc % Paths run('../load_figure_config.m') INPUT_FOLDER = CHENGS_TASK_2C_FIGURES_CONFIG.DATA_FOLDER; ...
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MATLAB
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%%% demo of the full MIN1PIPE %%% clear warning off gcp; % To disable parallel processing, change "parfor" to "for", and change "min1pipe_h5_vary_nopar" to "min1pipe_h5_vary" % if isempty(gcp('nocreate')) % parpool; % end min1pipe_init; addpath(genpath('../ANE')) %% Set data and folder list_data_names={'blood_ves...
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MATLAB
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% Matching with both cost and fertility (size) constraints. % % [m_forward m_backward] = match(cost_mx, cost_th, fa, fb, df_th) % % where: % % cost_mx - pairwise matching costs bewteen sets A and B % (m x n matrix where m = |A| and n = |B|) % cost_th - maximum cost match allowed (default...
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MATLAB
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function [] = downloadDataFromOSF(dataType, varargin) % Function to download data presented in the paper: % Title: Rethinking simultaneous suppression in visual cortex via % compressive spatiotemporal population receptive fields. % Authors: Kupers, Kim, Grill-Spector (2024). % Journal: Nature Communications...
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MATLAB
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function tilefigs(handles,resize,nRows,nCols,leftRightSpacing,topBottomSpacing,... border,monitor,monitorLocation,monitorSize) % TILEFIGS Tile figures (spread them out). Tile figs has a number of % arguments, which may either be specified, or entered as [] to use the % default % TILEFIGS(handles,resize,nRows,nCol...
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MATLAB
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function [imageLines,startColumn,endColumn,index_vals1,windowsize,velocity,pixel_size,badvals,meanvel,stdvel,Switch_to_mm,numWorkers,fpscheck,full_analysis,index_length,numavgs, skipamt,rolling] = LSPIV_Parallel_Multi( LineScanTable, nImage, mImage, fpscheck, pixel_size, numWorkers, windowsize) % LSPIV with parallel p...
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MATLAB
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classdef MetaboLiteLearner %plsrStandAloneLearner Uses partial least square regression to learn associations % between the spectrum of a metabolite and a response variable properties % input properties xFullData; % the spectra for each metabolite yFullData; % the response variable ...
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MATLAB
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%% Initialization clear all close all clc % 12/06/2019 % Daniel Sazhin % Change log % 12/13/2019: final tweaks before scanning (DVS) % 12/06/2019: Round the dollar amounts. Fixed the UG Recipient amounts % presented. % 12/06/2019: blocks reverted because Python code has them. % 12/06/2019: This version now has tria...
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MATLAB
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% ephysOpto.m % % Experimental Function % For acquisition of electrophysiology recording while providing % optogenetic stimulation by controlling the shutter in front of the % mercury lamp for the scope (light through objective) % Uses background acquisition on DAQ % % INPUTS: % settings - struct of ephys setup s...
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MATLAB
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function recurrence_all_sessions(Sessions,Areas,threshold,Ndir,i_bin,threshold_dist,do_plot_supp) %% recurrence_all_sessions plots the recurrence plots and the histograms of recurrence for the selected recordings and bin number % % INPUTS % % Sessions: cell array containing the names of the sessions to be analysed. % e...
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MATLAB
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function correlation_mapping(DATA,ROI,AddInfo) % % An Aedes plugin that calculates resting state funtional connectivity from % seed ROIs. % Only accept 3D or 4D data if AddInfo.isDataMixed || ndims(DATA{1}.FTDATA)==2 errordlg('Only 3D or 4D can be used with this plugin.','Error',... 'modal'); return end % If...
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MATLAB
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clear add_ndt_paths_and_init_rand_generator ds = basic_DS('uncertain3-gonogo','stimulus_ID', 3);ds1 = basic_DS('uncertain1-gonogo','stimulus_ID', 3);ds2 = basic_DS('uncertain2-gonogo','stimulus_ID', 3); ds.randomly_shuffle_labels_before_running=0; cl =libsvm_CL; fps{1} = zscore_normalize_FP; cv = standard_resampl...
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MATLAB
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% plotCondBoutsAEPPEP_allFlies.m % % Function that takes output files from saveLegStepParamCond_bouts() and % generates 2 plots (AEP and PEP) for each time step % Plots as either mean +/- SEM or mean +/- std dev % Can select more than 1 output file, will plot on same graph % Has option to plot reference steps (from s...
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MATLAB
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######################################################################## ## ## Copyright (C) 2023-2024 The Octave Project Developers ## ## See the file COPYRIGHT.md in the top-level directory of this ## distribution or <https://octave.org/copyright/>. ## ## This file is part of Octave. ## ## Octave is free software: yo...
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MATLAB
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%% Script to plot the significant loadings and weights of PCA-CCA modeling % Copyright (C) 2023 University of Seville % Written by Natalia García San Martín (ngarcia1@us.es) % This file is part of Neurobiology Centiles Psychosis toolkit. % % Neurobiology Centiles Mapping toolkit is free software: % you can...
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MATLAB
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%%% code to make a scatter/violin graph with error bars, individual markers and for %%% groups + significance testing based on test of normality/variance etc - %%% note the use of third party code from MATLAB FILE EXCHANGE: %%% UniVarScatter function by Manuel Lera Ramirez %%% https://www.mathworks.com/matlabcentr...
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MATLAB
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%% STEP 1: set up parameters subsampling = true; relevant_track_fields = {'Amps','Spectra'}; %% STEP 2: get the experiment folders folders = getfoldersGUI(); %% STEP 2: Load the analysis preferences %% parameters = load_parameters(); edgeEffectTime = round(sqrt(1/parameters.minF)*parameters.SampleRate); %% STEP 3: l...
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MATLAB
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%% Fig. 3 - Pulvinar Axonal Imaging (h-k) % Run config.m % Define constants and parameters win.idx = -39:80; % Time window index (imaged at 15 Hz) win.vis = 46:70; % Visual response window (0.4 to 2s, 25 frames) win.baseline_vis = 32:40; % Baseline visual window (-0.5s to 0s, 9 frames) short_trial = [0 1 1 1 0 1 1 1...
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MATLAB
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clear add_ndt_paths_and_init_rand_generator ds = basic_DS('uncertain1-gonogo','stimulus_ID', 3);ds2 = basic_DS('uncertain2-gonogo','stimulus_ID', 3);ds3 = basic_DS('uncertain3-gonogo','stimulus_ID', 3); ds.randomly_shuffle_labels_before_running=0; cl =libsvm_CL; fps{1} = zscore_normalize_FP; cv = standard_resampl...
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MATLAB
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clear add_ndt_paths_and_init_rand_generator ds = basic_DS('uncertain2-gonogo','stimulus_ID', 3); ds1 = basic_DS('uncertain1-gonogo','stimulus_ID', 3); ds3 = basic_DS('uncertain3-gonogo','stimulus_ID', 3); ds.randomly_shuffle_labels_before_running=0; cl =libsvm_CL; fps{1} = zscore_normalize_FP; cv = standard_res...
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MATLAB
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function [filt] = ft_preproc_highpassfilter(dat,Fs,Fhp,N,type,dir,instabilityfix,df,wintype,dev,plotfiltresp,usefftfilt) % FT_PREPROC_HIGHPASSFILTER applies a high-pass filter to the data and thereby removes % the low frequency components in the data % % Use as % [filt] = ft_preproc_highpassfilter(dat, Fsample, Fhp,...
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MATLAB
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function[SOMe,PVe,MIXe]= plot_allct_event(pyr_mean_activity,som_mean_activity,pv_mean_activity,save_yn) frames=size(pyr_mean_activity,3); num_ds=size(pyr_mean_activity,1); med= median(1:frames); scaled_start=med-15; scaled_end= med+45; %% ALL ACTIVITY DURING SOM EVENTS figure(102) clf set(gcf,'color','w') % SOM...
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MATLAB
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function [filt] = ft_preproc_lowpassfilter(dat,Fs,Flp,N,type,dir,instabilityfix,df,wintype,dev,plotfiltresp,usefftfilt) % FT_PREPROC_LOWPASSFILTER applies a low-pass filter to the data and thereby % removes all high frequency components in the data % % Use as % [filt] = ft_preproc_lowpassfilter(dat, Fsample, Flp, N,...
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function [savename,success] = fixerrors_f(varargin) success = false; [moviename,matname,annname,convertname,savename,suspiciousseqsname] = ... myparse(varargin,'moviename','','matname','','annname','',... 'convertname','','savename','','suspiciousseqsname',''); %% set all defaults setuppath; %% read last setti...
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MATLAB
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function [b0, dt] = dki_fit(dwi, grad, mask, constraints, outliers, maxbval) % Diffusion Kurtosis Imaging tensor estimation using % (constrained) weighted linear least squares estimation % ----------------------------------------------------------------------------------- % please cite: Veraart, ...
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clear RUNSIMPLE = 1; zeroIdx = 21; %101; binEdges = -20.5:1:20.5; %-100.5:1:100.5; load ('Alon_maxCorrValAndIdx_normalized_multi_minAndMax.mat'); currXlim = 10.5; figure(1); %figure('units','normalized','outerposition',[0 0 1 1]); set(gcf,'units','normalized','outerposition',[0 0 1 1]); if ~RUNSIMPLE ...
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classdef IntracellularElectrode < types.core.NWBContainer & types.untyped.GroupClass % INTRACELLULARELECTRODE An intracellular electrode and its metadata. % REQUIRED PROPERTIES properties description; % REQUIRED (char) Description of electrode (e.g., whole-cell, sharp, etc.). end % OPTIONAL PROPERTIES properties...
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MATLAB
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% interactEphysGetSpikes.m % % Function that detects spikes, computes spike rate, and computes % median-filtered voltage trace on each preprocessed ephys trace. Uses GUI % for user to select parameters for spike calling. Runs on selected pData % files. Must have run preprocess() before running this. % % Replaces ep...
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MATLAB
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function dataFileAsStruct = loadDataFile(filename,formatString) % Loads Wavesurfer data file. The returned data is a structure array % with one element per sweep in the data file. % Deal with optional args if ~exist('formatString','var') || isempty(formatString) , formatString = 'double'; ...
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function make_std_env(handles) %% Internal variables fs=filesep; env_folder=[handles.env.path_gagui fs ..., handles.env.name{1} fs,... handles.func_data_name fs,... handles.env.group]; if ~isfolder(env_folder) mkdir(env_folder); end change_permissions(handles,env_folder) n_parcel=length(handles.mc.surv...
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MATLAB
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function [] = gen_24item_lists() % generates trial lists with 24 trials per run % create lists for each target dimension (north/south and west/east) targDims = {'NS', 'WE'}; for dimIdx = 1:2 thisTargDim = targDims{dimIdx}; % NS or WE % get three 16-trial blocks (fully balanced and randomized), which will ...
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MATLAB
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%% Wrapper script to run the Oxygen Dynamics analysis in all datafolders needed % The input is a CSV file with the relative paths of the data % folders. For example for current folder 'C:\User\Alldata\' that contains folders 'Mouse1' and 'Mouse2' etc % the paths should be 'Mouse1\Recording1' 'Mouse1\Recording2' 'M...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 % This makes Figure S3. Roseplots for Calcium and Tetrodes. % It needs to be run twice to make the two figures. Set DO_CALCIUM to false % for Figure S3B and DO_CALCIUM to true for Figure S3C. % % Note that the figures were post-proce...
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MATLAB
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function [status, p] = ml_cai_daq_camerasdat_create( dataFolder, varargin ) p = inputParser; p.CaseSensitive = false; addRequired(p,'dataFolder', @isstr); addParameter(p,'timestampFilename', 'timestamp.dat', @isstr); addParameter(p,'notesFilename', 'settings_and_notes.dat', @isstr); addPara...
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MATLAB
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% modified from scanTagging.m. % estimates the fraction of spikes added to each neuron by the tagging stim % %% scan and show the statistics of tagged units % the tagging thresholds are determined in "getSpikesEM.m" or getSpikesOF. the code is: % for elec = 1:Lelecs % for unit = 1:Lunits % ...
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MATLAB
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%% CP_Scan_McGrathPerrin2022.m % This code is meant to perform line scans on the cuticular plates of % auditory hair cells selected by the user. % % (1) The ROIs are selected by clicking the center of hair cells, region % is duplicated, permuted, and interpolated to mimick an ImageJ reslice. % HINT: Note the wI...
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MATLAB
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% getContParamAutocorr_cell.m % % Function that computes the autocorrelation of a continuous leg step % parameter or FicTrac parameterfor a single cell, only during walking % and only under additional conditions on behavioral parameters, % specified by cond. % Across trials within the same fly, weight by number o...
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MATLAB
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%% Calculate nearest neighbor pairs for one condition % For in vivo spine data analyzed using MapManager V_20171028 % Author: Richard Roth (rhroth@stanford.edu) % Date: Sept 2023 % Requires the following functions: % getmyMapListValuesCondDist_Neighbour.m % segmentCall_withDist.m % removeNanRo...
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MATLAB
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function [bwout, lut, conv_iter] = algbwmorph_iter_output(bw,opStr,n) % Main algorithm used by the bwmorph function. See bwmorph for more % details. modified to output iteration number % % No input validation is done in this function. % bw - A nonempty logical 2D matrix % fcnStr - One of the ~20 documented strin...
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MATLAB
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%% Clean clearvars close all maindir=pwd; maindir=string(maindir); %% Load connectivity data % Define situation (CHANGE IF NEEDED) suffix="AAL116"; % Options: AAL116, schaefer100cersubcort aggregate = false; % Options: true (for connectivity metrics), false (for NBS) % Define variables folder = "matrix_data/"+suffix;...
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MATLAB
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% getLegPhaseFromSteps.m % % Function that takes in leg steps and converts them into leg phase. % % For each step (max-min-max), first max is 0 deg, min is 180 deg, second % max is 360 deg. X positions in the first half step (between the first % max and the min) map linearly to 0-180 deg. X positions in the second % ...
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MATLAB
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function dat = read_biosemi_bdf(filename, hdr, begsample, endsample, chanindx); % READ_BIOSEMI_BDF reads specified samples from a BDF continous datafile % It neglects all trial boundaries as if the data was acquired in % non-continous mode. % % Use as % [hdr] = read_biosemi_bdf(filename); % where % filename ...
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MATLAB
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function MS_SMM_BMS_fams(BMS, mask, extent) % _ % Determine Selected-Model Maps after Bayesian Model Selection % FORMAT MS_SMM_BMS(BMS, mask, extent) % BMS - a structure specifying an estimated BMS % mask - a filepath to a binary masking image % extent - an integer, the voxel extent threshold % % FORM...
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MATLAB
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function [pos_true, neg_true, pos_dist, neg_dist, mask, handles, pvals_true] =... perm_ttest(condA, condB, nperms, mode, clusteralpha, alpha, doplot, ... xaxis, plotcolors, tail) % function [pos_true, neg_true, pos_dist, neg_dist, mask, handles, pvals_true] =... % ...
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MATLAB
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function spike = ft_datatype_spike(spike, varargin) % FT_DATATYPE_SPIKE describes the FieldTrip MATLAB structure for spike data % % Spike data is obtained using FT_READ_SPIKE to read files from a Plexon, % Neuralynx or other animal electrophysiology data acquisition system. It % is characterised as a sparse point-proc...
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MATLAB
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%good first/last is here, but you would really know them after plotting the output (edge effects...) function [sBehaviorAnalysis]= BAAndSpikes(mouse, date, movie, touches,noWhisk,excludeFrames,good_electrodes,firstTracked,lastTracked,goodFirst,goodLast) structPath = uigetdir('D:\EPhysData\','CSC path'); trackPat...
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MATLAB
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%% Fig5 RSN and Neurosynth SC Analysis: % Necessary for Ternary Plots: addpath ternary_plots/data_plots/ addpath ternary_plots/axes_creation/ addpath ternary_plots/utilities/ %% RSN Analysis: scale = 200; filename = sprintf('MICA_schaefer%d_SCFC_struct.mat',scale); load(filename); NetworkLabels = readmat...
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MATLAB
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function fat_analysis(DATA,ROI,AddInfo) % FAT_ANALYSIS - Calculate fat percentage (Aedes plugin) % % % Synopsis: % % Description: % % Examples: % % See also: % % This function is a part of Aedes - A graphical tool for analyzing % medical images % % Copyright (C) 2006 Juha-Pekka Niskanen <Juha-Pekka.Niskanen@uku.f...
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classdef MLCalciumPlacemap < handle %UNTITLED2 Summary of this class goes here % Detailed explanation goes here properties spikeCountMap = []; visitedCountMap = []; dwellTimeMap = []; meanFiringRateMap = []; positionProbMap = []; meanFiringRate = []; ...
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MATLAB
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function [perCell, total] = mlgp_compute_bfo_general(obj, session, rotDeg, mirrorContexts) % mirrorContexts should be the same length as the number of contexts % an entry of 0 means do not mirror, and 1 means to mirror % this is used because often context 2 has the reward cup mirrored % Allow the f...
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MATLAB
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%% Neurofeedback: mua rate inside and outside of rips at various trial phases animals = {'jaq','roquefort','despereaux','montague','remy','gus','bernard','fievel',}; epochfilter{1} = ['isequal($cond_phase,''plateau'') & isequal($environment,''goal'') ']; %cond rats epochfilter{2} = ['$ripthresh==0 & (isequal($envir...
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MATLAB
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%good first/last is here, but you would really know them after plotting the output (edge effects...) function [sBA]= BehaviorAnalysis(mouse, date, movie, touches,noWhisk,excludeFrames,good_electrodes,firstTracked,lastTracked,goodFirst,goodLast) ephysStructPath = uigetdir('C:\Users\alont\Documents\Tess','EphysStru...
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MATLAB
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function [filt] = ft_preproc_bandpassfilter(dat,Fs,Fbp,N,type,dir,instabilityfix,df,wintype,dev,plotfiltresp,usefftfilt) % FT_PREPROC_BANDPASSFILTER applies a band-pass filter to the data and thereby % removes the spectral components in the data except for the ones in the % specified frequency band. % % Use as % [fi...
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MATLAB
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function [B0, DT] = dki_fit_slice(dwi, grad, mask, constraints, outliers, maxbval) % Diffusion Kurtosis Imaging tensor estimation using % (constrained) weighted linear least squares estimation % ----------------------------------------------------------------------------------- % please cite: Ver...
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MATLAB
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function [dat] = read_yokogawa_data(filename, hdr, begsample, endsample, chanindx) % READ_YOKAGAWA_DATA reads continuous, epoched or averaged MEG data % that has been generated by the Yokogawa MEG system and software % and allows that data to be used in combination with FieldTrip. % % Use as % [dat] = read_yokogawa_...
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MATLAB
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function makeHeader() % Generates the header files edf2mex.h which contains necessary mex structures and functions % to read data from C structures defined in edf_data.h and load them into similarly organized % mxArray structures. % % To use this, make sure that the edf header files edf.h, edftypes.h, edf_data.h are in...
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MATLAB
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%% scan and show the statistics of tagged units % the tagging thresholds are determined in "getSpikesEM.m" or getSpikesOF. %% clear all; close all; globals; initglobals; FramesInf.act = 0; FramesInf.noact = 0; FramesInf.xy00 = 0; FramesInf.removed = 0; FramesInf.totalFrames = 0; base_folder = 'Data\Ope...
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MATLAB
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function [filt] = ft_preproc_bandstopfilter(dat,Fs,Fbp,N,type,dir,instabilityfix,df,wintype,dev,plotfiltresp,usefftfilt) % FT_PREPROC_BANDSTOPFILTER applies a band-stop filter to the data and thereby % removes the spectral components in the specified frequency band % % Use as % [filt] = ft_preproc_bandstopfilter(dat...
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MATLAB
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function [r,t,p,hboot,CI,H,pH] = bendcorr(X,Y,fig_flag,beta) % Computes the percentage bend correlation along with the bootstrap CI % % FORMAT: [r,t,p] = bendcorr(X,Y) % [r,t,p,hboot,CI,H,pH] = bendcorr(X,Y,fig_flag,beta) % % INPUTS: X and Y are 2 vectors or matrices. In the latter case, % correlat...
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MATLAB
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function vars = PLOT_linearity(vars) %% load data loadAnalysisInfo_APP; c = linspace(1,10,length(mag1.pos_data_aligned_scaledInVel)); %% Linearity Calculation % Sac Start and End Times sacEndPoints = diff(~mag1.saccades_all); goodStarts = find(sacEndPoints == 1); % goodStarts = goodStarts + 1; goodStops = find(sacEn...
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MATLAB
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function data = ft_datatype_raw(data, varargin) % FT_DATATYPE_RAW describes the FieldTrip MATLAB structure for raw data % % The raw datatype represents sensor-level time-domain data typically % obtained after calling FT_DEFINETRIAL and FT_PREPROCESSING. It contains % one or multiple segments of data, each represented ...
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MATLAB
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function dirs = get300dirs() dirs = [ 0 0 1.0000; -0.9999 -0.0000 -0.0158; -0.6801 0.6656 0.3072; -0.5289 0.0291 0.8482; -0.0669 -0.6461 0.7603; 0.9869 0.1130 0.1151; -0.8963 0.3359 0.2897; -0.9902 0.1061 0....
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function gen_UGR_trials(s) % 12/06/2019 % Daniel Sazhin % Change log % 12/13/2019: final tweaks before scanning (DVS) % 12/06/2019: Round the dollar amounts. Fixed the UG Recipient amounts % presented. % 12/06/2019: blocks reverted because Python code has them. % 12/06/2019: This version now has trial_types instead ...
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MATLAB
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% for paper "Inferring stochastic dynamics of complex systems", T.-T. Gao, % B. Barzel, and G. Yan clc; clear; %load data data = csvread('PathDataNewValues.csv'); injection = csvread('injection_position.csv'); % NTG Type1 = zeros(4,size(data,2)); Type1(1,:) = mean(data(1:4,1:end)); std1 = std(data(1:4,1:end)); Type1(2...
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function dt_out = wrapper_STF_decomposition_backandforth(dt_in,direction,mask,inputOrder,CSphase) % dt_out = wrapper_STF_decomposition_backandforth(dt_in,direction,mask,inputOrder,CSphase) % % % S_ij is ordered: [S_11;S_22;S_33;S_12;S_13;S_23] % S_ijkl is ordered: [S_1111;S_2222;S_3333;S_1122;S_1133;S_1112;S_1113;S_1...
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%% Wrapper script to run the iOS Dynamics analysis in all datafolders with iOS data. % This is a modified version of the Oxygen Dynamics analysis % The input is a CSV file with the relative paths of the data % folders. For example for current folder 'C:\User\Alldata\' that contains folders 'Mouse1' and 'Mouse2' ...
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MATLAB
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function makeHeader %Generates the header files edf2mex.h which contains necessary mex structures and functions %to read data from C structures defined in edf_data.h and load them into similarly organized % mxArray structures. % % To use this, make sure that the edf header files edf.h, edftypes.h, edf_data.h are in th...
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MATLAB
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% savePCAinterpStepParam.m % % Function that takes in two sets of step parameters, performs PCA on each, % and compares the two against each other. % Unlike pcaCompStepParams(), this function does not operate on turn bouts. % Instead, it works on step parameters interpolated to the specified frame % rate. % Select p...
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MATLAB
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% presents place fields over trajectories %modified from amapOF. Oct 2016, ehud. % clear all; %close all; globals; initglobals; Tstart = tic; scrsz = get(0,'ScreenSize'); baseFig=100; Nrows = 4; Ncols = 4; SHOW_UNITS = 'all'; % 'all', 'tagged', 'examples', 'nice' %SHOW_UNITS = 'o'; % 'o','act' PRINT_ERRORS = ...
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function [data,HDR] = iread(HDR,CHAN,StartPos) % IREAD reads image data % % [S,HDR] = iread(HDR) % % See also: fread, SREAD, SWRITE, SCLOSE, SSEEK, SREWIND, STELL, SEOF % This program is free software; you can redistribute it and/or % modify it under the terms of the GNU General Public License % as published by the F...