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MATLAB
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67
function [emision_sequence_cross, info] = make_sequences_cross(DATA_and_MARKER_binned, n_seq_for_trial, info, str_save_append) %% Function to generate emission sequences of neurons for leave-one-out cross-validation %% authors: Stefano Diomedi %% date: 22nd February 2024 % %% Inputs: % DATA_and_MARKER_binne...
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MATLAB
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function dwi = smoothing(dwi, kernelsize, width, csfmask) % Isotropic smoothing of dwi data, mainly in order to reduce % the Gibbs ringing. It might be recommended to only smooth the % high SNR (or low b-valued) data in order not to alter the % Rice distribution of the low SNR data. This important to maintain ...
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MATLAB
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function out_data = img2atlas(atlasnii,atlaslist,image,varargin) % IMG2ATLAS finds regions to which voxels of an image belong, for a given % atlas. % % OUT_DATA = IMG2ATLAS(ATLASNII,ATLASLIST,IMAGE) gets the atlas nifti file % ATLASNII, list of regions ATLASLIST and the image nifti file IMAGE and % fits the image...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 % This computes stats for Figure 6C. close all clear all clc LOCAL_OUTPUT_FOLDER = './local_output'; availableFiles = dir(fullfile(LOCAL_OUTPUT_FOLDER, 'train_predict_different_days_cells_stable_*.xlsx')); nFiles = length(availabl...
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MATLAB
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function H = readIBWbinheader(FFN); % readIBWbinheader - read BinHeader segment of Igor IBW file % H = readIBWbinheader('foo') reads BinHeader of file Foo.ibw % IBW version 2,5 only MAXDIMS = 4; fid = fopen(FFN,'r'); H.version = fread(fid,1,'int16'); switch H.version, case 2, % typedef struct BinHeader2 { ...
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MATLAB
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function [module] = createModule(nsides,mdimension) %CREATEMODULE Automatically derive perimeter points of module % This is an automated function of MOCA meant to facilitate making a % regular shape. A regular shape is defined as equiangular and % equilateral. The first three regular polygons that can tessellate ...
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MATLAB
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% »ñÈ¡µ±Ç°ÎļþµÄ·¾¶ fullpath = mfilename('fullpath'); [path,name]=fileparts(fullpath); Acc = []; Left = []; Right = []; AllLeft = []; AllRight = []; % Ñ­»·¶ÁÈ¡Îļþ¼Ð for i = 1:50 % ÒÀ´Î¶ÁÈ¡50¸öÎļþ if i<10 SubFolderFiles = [path,'\sourcedata\sub-0' num2str(i) '\']; else SubFo...
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MATLAB
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function subject_power_2014_FD_only_parse_octave(movement_files,skip_seconds,epi_TR,expected_contiguous_frame_count,output_dir) % FD parsing Nipype wrapper pulling in list of motion files % Modified to read DVAR_pre_reg, DVAR_post_reg, and DVAR_post_all and store % values appropriately in the 51x51x3 cell array of stru...
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MATLAB
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function chanData = cx2dat(filename, chanAmt, samplerate) % Assume sample rate of 500 if ~exist('samplerate','var') samplerate = 500; end %% Open behavior = readcxdata(filename, 0, chanAmt); if isempty(behavior.data) warning('Something went wrong!') disp(filename);...
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MATLAB
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classdef MLArenaCircle < MLArena properties diameter_cm; end % properties methods function obj = MLArenaCircle(referencePointsVideo, diameter_cm) % Validate the inputs if ~all(size(referencePointsVideo) == [2, 4]) error('Must referencePoi...
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MATLAB
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function [h,CI] = variance_homogeneity(x,y,condition) % Compares variances using a 95% percentile bootstrap CI. % % FORMAT: [h,CI] = variance_homogeneity(x,y) % [h,CI] = variance_homogeneity(x,y,condition) % % INPUTS: x and y are two vectors of the same length % condition = 0/1 (default=0) to condi...
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MATLAB
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%% Code simulating a the stochastic dynamics of the projection on the % geometric mental line of the network state receiving as input the % symbolic distance of the presente pair of items. % Figures resulting from this simulation/script and the related analysis % provided the material to compose Fig. 4 ...
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MATLAB
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function [hrf,params] = getHRF(params) % Function to get HRF according to the params.analysis.hrf.type: % Options: % 1. 'spm' : SPM HRF % 2. 'vista' : vistasoft HRF % 3. 'library1' : Kendrick Kay's canonical HRF library % 4. 'library2' : Vistasoft's canonical HRF library % 5. 'opt' : Use optimize...
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MATLAB
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% returnSelectMetaDat.m % % Function that takes in metaDat struct, metaDat variable, and condition to % filter on for the metaDat variable and returns indices of valid data as % well as metaDat struct with only the valid rows. % % Operates on either single variable or cell array of them. For numerical % variables, co...
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MATLAB
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function ds_info=process_ds_info_classification(ds_info, ds_config) class_info=ds_info.class_info; img_num=length(ds_info.img_names); class_idxes_mask_dir=fullfile(ds_info.ds_dir, 'my_class_idxes_mask'); mkdir_notexist(class_idxes_mask_dir); fprintf('generating new masks encoded by class indexes...\n'); class_la...
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MATLAB
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function subject_power_2014_DVAR_only_parse_octave(movement_files,skip_seconds,epi_TR,expected_contiguous_frame_count,output_dir) % FD parsing Nipype wrapper pulling in list of motion files % Modified to read DVAR_pre_reg, DVAR_post_reg, and DVAR_post_all and store % values appropriately in the 51x51x3 cell array of st...
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MATLAB
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% analyzeBasicFWA_fictrac.m % % Function to compute fluorescence weighted average for each ROI on the % FicTrac parameters. Saves the output in a pData file in the same folder. % % Note that this is the basic version of this function, such that it does % not account for temporal correlations in the FicTrac outputs....
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MATLAB
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function img_out = imgSubRowShift(img_in, buf_sz, x_off, y_off) % img_out = imgSubRowShift(img_in, buf_sz, x_off, y_off) % % Subselect part of an image with per-row shifts. This sub-function was % cluttering up the min function and was stand-alone in it's functionality. % % Inputs % - img_in Input image to be s...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [PerCell, success] = compute_percell_for_table(MapsData, ROTATIONS_DEG, CONTEXTS_TO_REFLECT_MAPS, MIN_DIFFERENCE_FOR_MAX_CORRELATION) PerCell = []; success = true; wb = []; % ROTATIONS_DEG = [0, 90, 180,...
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MATLAB
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[filenames_TT_S1,filenames_VT_S1,filenames_TT_S2,filenames_VT_S2,tetrode,Cluster1,Cluster2] = textread('fileinfo.txt','%s%s%s%s%d%d%d'); NN=size(filenames_TT_S1); N=NN(1); cellnumber=csvread('fileinfo.csv',0,5); for k=1:N X=filenames_VT_S1{k} Y=filenames_TT_S1{k} VT = csvread(X,2,0); TT = csvr...
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MATLAB
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% getFictracFromBouts.m % % Helper function for saveSpikerate_bouts() that takes in indices of % yaw velocity peaks (peak, start, and end) and returns FicTrac values % aligned to the velocity peak % To allow averaging over different bouts and the inconsistent frame rate, % interpolate to specified frame rate % % INP...
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MATLAB
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% function demoIonut % This demo shows how to use the software described in our ICCV paper: % Segmentation as Selective Search for Object Recognition, % K.E.A. van de Sande, J.R.R. Uijlings, T. Gevers, A.W.M. Smeulders, ICCV 2011 %% fprintf('Demo of how to run the code for:\n'); fprintf(' K. van de Sande, J. U...
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MATLAB
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function struct2File( s, fileName, varargin ) %Write struct to text file. The data in the struct can be both numbers and %strings. The first line in the file will be a row with the headers/names %of the columns. %Ex: struct2File( s, 'c:/test.txt' ); %Ex: struct2File( s, 'c:/test.txt', 'precision', 3 ); %specify precisi...
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MATLAB
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%% Run Autostitch and save pano.jpg to /masks directory. %% load mask made by U-net maskc = zeros(figsize,figsize,size(targetim_L,1)+1,'uint8'); dbregma = bregma-[4024/2,3036/2]; for i = 0:size(targetim_L,1) vidimage = imresize(imread(strcat('C:\Users\RVIS\Documents\PIMikroMoveMacro\',filename_image,'\masks\standar...
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MATLAB
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% mglUpdateTexture.m % % $Id$ % usage: results = mglUpdateTexture(texture, image) % by: Benjamin Heasly % date: 03/18/2022 % copyright: (c) 2006 Justin Gardner, Jonas Larsson (GPL see mgl/COPYING) % purpose: Update an existing texture's image contents. % texture - a texture str...
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MATLAB
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function [ currentTrack ] = CutTrackByLocalFrame(currentTrack, startFrame, endFrame) % Takes a list of tracks and filters them based on start and end frames. % the start and end frames are defined in relation to the first frame of % the track % Detailed explanation goes here my_frames = 1:length(currentTrack.Fra...
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MATLAB
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% collectPData.m % % Function to copy all pData in date folder(s) to a pData folder. Renames % pData file to include experiment name in front. % % INPUT: % dateFolderPaths - [] if gui to select one date folder; otherwise, % cell array of full paths to date folders % pdPath - full path to pData folder % % OUT...
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MATLAB
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classdef RECORDINGMODE_SURVEY < RECORDINGMODE_COMMONMETHODS % Object with properties and methods to analyse survey fields from % PerceptPC json file at NCN lab % % Available at: https://github.com/NCN-Lab/DBScope % For referencing, please use: Andreia M. Oliveira, Eduardo Carvalho, Beatriz Barros, C...
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MATLAB
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%calculates event related fields %1.select trials of specific condition %% Load clean MEG file %folders data_folder='/rds/projects/j/jenseno-avtemporal-attention/Load/proc_data/'; %/rds/projects/2017/jenseno-01/Tjerk/Load2/proc_data/'; %set path addpath /rds/projects/j/jenseno-avtemporal-attention/MATLAB/fieldtrip-202...
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MATLAB
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function [behaviorDat, shiftAmt, shiftConfidence] = alignCXandMaestro(behaviorDat, ephysData, plotOn) % Don't plot by default if ~exist('plotOn','var') plotOn = 0; end shiftConfidence = 0; shiftAmt = 0; eSamplerate = 50000;%ephysDat.samplerate; %ephysData = datchandata(eph...
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MATLAB
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function mltp_nlx_mclust_remove_invalid_t_files(obj, session) % Get a list of the tfiles tFilenames = dir(fullfile(session.getSessionDirectory(), 'TT*.t')); nvtFilename = fullfile(session.getSessionDirectory(), obj.Config.nvt_filename); numTFiles = length(tFilenames); %[nlxNvtTimeStamps_mus, Ex...
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MATLAB
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function cnn_global_init_fn(train_opts, imdb, work_info, net_config) input_task_num=length(work_info.ref.task_info.task_idxes); work_info.ref.input_task_num=input_task_num; do_init_net_info(train_opts, work_info, net_config); do_init_dagnn(train_opts, work_info, net_config) end function do_init_net_info(train_o...
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MATLAB
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function network_analysis(DATA,ROI,AddInfo) % % This Aedes plugin calculates and displays partial correlations from ROIs % if AddInfo.isDataMixed % Make data a 4D-matrix if it is loaded in aedes as a stack of 2D or 3D images DATA2{1}=DATA{1}; DATA2{1}.FTDATA = zeros([size(DATA{1}.FTDATA,1),... size(DATA{1}...
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MATLAB
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% callSwingStanceFrames.m % % Function to call swing phase and stance phase for each leg on each video % frame. % If the leg and ball move in the same direction, leg is in stance. If the % leg and the ball move in opposite directions, leg is in swing. So, % comparing leg velocity to FicTrac fwdVel, same sign is sta...
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MATLAB
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function data = spm_chi2_plot(action,arg1,arg2,arg3) % Display a plot showing convergence of an optimization routine. % FORMAT spm_chi2_plot('Init',title,xlabel,ylabel) % Initialises the plot in the 'Interactive' window. % % FORMAT spm_chi2_plot('Set',value) % Updates the plot. % % FORMAT spm_chi2_plot('Clear') % Clear...
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MATLAB
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function my_load_legacy_model(snapshot_dir, net_config) fprintf('check snapshot: %s \n', snapshot_dir); exp_info=[]; saved_net_config=do_load_net(snapshot_dir); if isempty(saved_net_config) return; end if isfield(saved_net_config.ref, 'dag_group_flags') assert(all(net_config....
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MATLAB
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function [ currentTrack ] = CutTrackByFrame(currentTrack, startFrame, endFrame) %Takes a list of tracks and filters them based on start and end frames. % the start and end frames are defined in relation to the first frame of % the experiment % Detailed explanation goes here filteredIndecies = find(currentTrack.F...
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MATLAB
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function plot_placemaps(obj, session, trial) trialResultsFolder = trial.getAnalysisDirectory(); outputFolder = fullfile(trial.getAnalysisDirectory(), obj.Config.placemaps.outputFolder); if ~exist(outputFolder, 'dir') %mkdir(outputFolder); error('The folder containing the placemap data does ...
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MATLAB
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% mglMetalSetViewColorPixelFormat: Set the color pixel format of the mglMetal view. % % $Id$ % usage: mglMetalSetViewColorPixelFormat(formatIndex) % by: Ben Heasly % date: 04/25/2022 % copyright: (c) 2006 Justin Gardner, Jonas Larsson (GPL see mgl/COPYING) % purpose: Sets a non-default col...
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MATLAB
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% This script computes the induced surface charge density for an % inhomogeneous multi-tissue object in an external time-varying magnetic % field due to a coil via a BEM/FMM iterative solution with accurate % neighbor integration % % Copyright SNM/WAW 2017-2020 %% Parameters of the iterative solution...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [R] = compute_withheld_trial_two_labels(Maps, mapLabels, NORMALIZE_MAPS) % Maps needs to be a (height, width, num cells) matrix % Map labels needs to be the same size as num cells and only contain % one of two la...
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MATLAB
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% This script computes the induced surface charge density for an % inhomogeneous multi-tissue object in an external time-varying magnetic % field due to a coil via a BEM/FMM iterative solution with accurate % neighbor integration % % Copyright SNM/WAW 2017-2020 %% Parameters of the iterative solution...
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MATLAB
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% mglGluPartialDisk - draw partial disk(s) at location x,y % % $Id$ % usage: results = mglGluPartialDisk(x, y, isize, osize, startAngles, sweepAngles, color, [nslices], [nloops], antialiasing) % by: Benjamin Heasly % date: 2022-03-17 % copyright: (c) 2006 Justin Gardner, Jonas Larsson (GPL s...
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% VL_PEGASOS [deprecated] % VL_PEGASOS is deprecated. Please use VL_SVMTRAIN() instead. function [w b info] = vl_pegasos(X,Y,LAMBDA, varargin) % Verbose not supported if (sum(strcmpi('Verbose',varargin))) varargin(find(strcmpi('Verbose',varargin),1))=[]; fprintf('Option VERBOSE is no longer supported.\n'); en...
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MATLAB
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% Final Regression Script clear all clc cd('M:\Matt Chilvers\OneDrive - University of Calgary\PhD_Projects\Project3_WhiteMatterLesion\Scripts\AllRevisionsAnalysis\RegressionAnalysis_Uncontrolled') SetUpDataForRegression ScrubData clc load('M:\Matt Chilvers\OneDrive - University of Calgary\PhD_Projects\Proj...
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MATLAB
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function [newVectors, whiteningMatrix, dewhiteningMatrix] = whitenv ... (vectors, E, D, s_verbose); %WHITENV - Whitenv vectors. % % [newVectors, whiteningMatrix, dewhiteningMatrix] = ... % whitenv(vectors, E, D, verbose); % % Whitens the data (row vectors) and reduces dimension. Return...
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MATLAB
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [v_max, vind_max, dig_pairs_max, rotationsDegUsed ] = ml_alg_bfo_and_behaviour(rotationsDeg, maps1, digs1, maps2, digs2, disjointMaps, MIN_DIFFERENCE_FOR_MAX_CORRELATION) numRotations = length(rotationsDeg); rotation...
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MATLAB
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function trajLoop(Nelecs,Nunits,ShowUnits,spikes,nose,uu,ff,figPos) % presents place fields over trajectories %modified from amapOF. Oct 2016, ehud. % globals; baseFig=100; Nrows = 4; Ncols = 4; %% place field pars SHOW_TIME = [0,600]; %s, session time to show TRAJECTORY = 'so'; %'xy', 'so' %% plots loo...
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MATLAB
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% plotAllKernelPred.m % % Function to plot all kernels, variance explained scatterplots, and % measured vs. predicted responses for all kernels when given kernels % struct and the corresponding kernelParams and kernelResampInputs structs % generated by extractAllKernels(). % Calls plot1KernelPred() % NOTE: for a fly...
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MATLAB
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function [Y,D] = get_binned_Y(param,D,condition,bin_size,speed,ds_events,d) type=param.type; stat=param.stat; extype=param.extype; exthresh=param.exthresh; be=param.be; beginning=be(1); ending=be(2); % INPUTS % D : ds_events % condition: 'PV' or 'SOM' % bin_size: argument for getSeq % b: how much time to...
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MATLAB
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% mglMetalExecutableName: Returns the full path to the mglMetal.app bundle. % % $Id$ % usage: mglMetalExecutableName % by: justin gardner % date: 09/27/2021 % copyright: (c) 2021 Justin Gardner (GPL see mgl/COPYING) % purpose: Returns the full path of the mglMetal.app application % ...
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MATLAB
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function simseq_motionCorrect(sessionDir) % simseq_motionCorrect(sessionDir) % % Function to apply within and between scan motion correction for simseq experiment % % Within scan motion correction is relative to the 8th frame of each scan % (see params.motionCompRefFrame = 8; % reference TR for motion correction) % Be...
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MATLAB
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%% Read in each trial's timestamp.dat file and then write to a new combined timestamp.dat file. function ml_miniscope_pipeline_concatenated_make_timestamps(session) scopeTimes = {}; numTrials = session.getNumTrials(); for iTrial = 1:numTrials trial = session.getTrial(iTrial); c = trial.getT...
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MATLAB
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function GBMoutput = GBMoptimalcontrol(p,initialcondition,bounds,guess,mesh) % function to find the optimal treatment regimen using GPOPS-II % Called by: OCHiPerGator.m % Uses: gliomaImmunotherapyContinuous.m, gliomaImmunotherapyEndpoint.m, GBMFuncoptimal.m % Parameters: %---------------------------------------------...
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function mlgp_create_placemap_database(obj, session) fprintf('Creating placemap database (normal) for session %s\n', session.getName()); numTrials = session.getNumTrials(); numCells = []; maps = []; trialIds = []; contextIds = []; cellIds = []; tstart = tic; for iTrial = 1:nu...
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function FilteredNetwork = filterHarmonics(A, weights, sigma, rm_neg) %filterHarmonics filters a network based on its Laplacian harmonics. % % Usage: FilteredNetwork = filterHarmonics(A, weights, sigma, rm_neg) % % Inputs: % A: a network's adjacency matrix (must be square and symmetric). % weig...
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function [I,value] = madmedianrule(a,type) % Returns a logical vector that flags outliers as 1s based % on the MAD-median rule described in Wilcox 2012 p 97. % % FORMAT: I = madmedianrule(a,type) % % INPUTS: % a is a vector or matrix. In the latter case, % the MAD median rule is applied column-wise. % ...
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% Statistical Parametric Mapping % Version 8.3 (SPM8) 14-Jan-2010 %__________________________________________________________________________ % ___ ____ __ __ % / __)( _ \( \/ ) % \__ \ )___/ ) ( Statistical Parametric Mapping % (___/(__) (_/\/\_) SPM - http://www.fil.ion.ucl.ac.uk/spm/ %_______________...
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function feat_contr = extr_lowLevl_contr( feat_prop, feat_bkg, feat_surr) nPatch = size(feat_prop.x, 1); %% contrast to the pesudo background feat_contr.bkg_colorArr = abs(feat_prop.colorArr' - repmat(feat_bkg.colorArr, [1 nPatch])); % color vector feat_contr.bkg_RGBHist = hist_dist( feat_prop.RGBHist, repmat(f...
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function [params, s_new, avg] = denoise_avg(params, s, state) % DSS denoising function: Quasiperiodic averaging % [params, s_new] = denoise_avg(params, s, state) % params Function specific modifiable parameters % params.tr Trigger indices % params.fs sampling frequen...
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% plotAllKernelsDateDir() % % Function to plot all kernels given either cell array of paths to date % directories or uses user selected single date dir. % % INPUT: % dateFolderPaths - [] if gui to select one date folder; otherwise, % cell array of full paths to date folders % % OUTPUT: % none but generates pl...
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% mglTestDotsSize.m % % usage: mglTestDotsSize % by: justin gardner % date: 08/23/2023 % copyright: (c) 2006 Justin Gardner, Jonas Larsson (GPL see mgl/COPYING) % purpose: To test the dots in metal - same as arcs, for issue with radius size % % The top and bottom half of the display s...
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function data = loadTimeSeriesData(timeseries, interval, downsample_factor, electrodes) %LOADTIMESERIESDATA load time series data in a specific interval % D = LOADTIMESERIESDATA(TIMESERIES, INTERVAL) is the % event-aligned data for TIMESERIES in INTERVAL, specified in % seconds. D is of shape electrodes x time. %...
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function plotWearable( obj, varargin ) % PLOTPOWER % Plots power of total acceleration in 3-7 Hz range. % % Syntax: % PLOTWEARABLE( obj, varargin ) % % Input parameters: % * obj DBScope object containg wearable data. % * (optional) ax Axis where to plot. % * rec Inde...
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function [v_max, vind_max, rotationsDegUsed ] = ml_alg_bfo(rotationsDeg, maps1, maps2, disjointMaps, MIN_DIFFERENCE_FOR_MAX_CORRELATION) numRotations = length(rotationsDeg); rotations90 = floor(rotationsDeg ./ 90); rotationsDegUsed = rotations90 * 90; numMaps1 = size(maps1, 3); numMaps2 = size(maps...
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function genTrustDesign(s) % so clunky: set up relative paths to ensure this works on any computer. % warning: all paths are references based on the location of this file. if % you move the file, you break the paths. for ii = 1:length(s) sub = s(ii); scriptname = pwd [scriptdir,~,~] = fileparts(scrip...
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [PerCell, success] = compute_percell_and_behaviour_for_table(MapsData, ROTATIONS_DEG, CONTEXTS_TO_REFLECT_MAPS, MIN_DIFFERENCE_FOR_MAX_CORRELATION) PerCell = []; success = true; wb = []; % ROTATIONS_DEG ...
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function [scopeLedPos1, scopeLedPos2, scopePos, scopeLookRad, scopeLookRadOther] = ml_cai_behaviour_in_scope_coordinates_two_leds(scopeTime, behavTime, behavPosLed1, behavPosLed2) pos = 0.5*(behavPosLed1 + behavPosLed2); a = atan2(behavPosLed2(:,1)-behavPosLed1(:,1), behavPosLed2(:,2)-behavPosLed1(:,2)); b = find(a ...
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%first download and add the Neural Decoding Toolbox (NDT) :http://www.readout.info/downloads/ %Meyers, E. (2013). The Neural Decoding Toolbox. Frontiers in Neuroinformatics, 7:8 clear load('uncertain_outcomecell_identify.mat') for i=1:549 data{i}=[mean(reward.hitDF{i}(16:45,:),'omitnan')';mean(reward.roDF{i}(16:45...
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function [ CSFmask] =CSFmaskThresh(dataMap, thresh, maskBrain, voxSize, numRegionComb) %[ CSFmask ] =CSFmaskThresh(dataMap, thresh, maskBrain, voxSize, numRegionComb) % Get the central CSF mask based on threshold and maskBrain if available % Updated 2018-04-09, X.L. make it to handle bad R2* data % Ref: Liu et al....
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function mlgp_create_placemap_shrunk_database(obj, session) fprintf('Creating placemap database (shrunk) for session %s\n', session.getName()); numTrials = session.getNumTrials(); numCells = []; maps = []; trialIds = []; contextIds = []; cellIds = []; tstart = tic; for iTrial...
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function [] = Fig05_SongTypeRespDiffHist_shuffle() % Same as Fig05_SongTypeRespDiffHist.m but for trial shuffled data. GT = 'fruD'; % Fig. 5d % GT = 'fru'; % Fig. 5f %% parameters Thre_SongType = 0.001; switch GT case 'fruD' DataFlag_Song = [1,0,1,1,0,1,1,0,0,0,1]; xlimrange = [-1 1]; yli...
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% Author: Guosheng Lin (guosheng.lin@gmail.com) % perform segmentation prediction on user provided images. % specify the location of your images, e.g., using the following % folder which contains serveral example images: % ds_config.img_data_dir='../datasets/custom_data'; function demo_refinenet_test_example_perso...
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%% Written by Eric Earl, 10/15/2014 function subject_motion_numbers_TXT_parse_v2_octave(movement_files,output_dir) % Motion numbers parsing Nipype wrapper pulling in list of motion files % Outputs motion_numbers to "motion_numbers.mat" file % movement_files = {'motion_numbers0.txt', 'motion_numbers1.txt', 'motion_numbe...
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function flag = tracker_job_process(f_vid, f_bg, f_calib_or_calib, f_trks, fr, options) % Run detect,match,segment, and link, to obtain tracks for frame range (fr) flag = 0; % skip if output file exists if (exist(f_trks{end},'file')) flag = 1; return; end % open video vinfo = video_open(f_v...
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%first download and add the Neural Decoding Toolbox (NDT) :http://www.readout.info/downloads/ %Meyers, E. (2013). The Neural Decoding Toolbox. Frontiers in Neuroinformatics, 7:8 %%phase decoding clear load('uncertain_valuecell_identify.mat') for i=1:549 data{i}=[mean(gocue.earlyDF{i}(16:45,:),'omitnan')';mean(goc...
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% plotImgMoveNotMove.m % % Function to plot the average dF/F summed b/w the right and left flies % during times when the fly is moving compared with times when the fly % is not moving. Uses the output of moveCondPairData(), which computes % the moving and not moving periods with transitions excluded. % Note that mo...
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function [X,Y] = tern2cart(name_E, E, name_F, F , wlimits ) %tern2cart coverts ternary to cartesian units % % Converts ternary coordinates (A,B,C) along any two axes (E/F) and to % X/Y plotting coordinates. E/F can be any dimension of real numbers of % the same size. E/F values outside the wlimits range are allow...
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function fdf2nifti(indir,outname) % FDF2NIFTI - Read Varian FDF files from a folder and output a single % NIfTI image % % % Synopsis: % % Description: % % Examples: % % See also: % % Copyright (C) 2011 Juha-Pekka Niskanen <Juha-Pekka.Niskanen@uef.fi> % % Department of Applied Physics, Department of Neurobiology %...
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function [dat] = read_nmc_archive_k_data(datafile, hdr, begsample, endsample, channelsel) % READ_NMC_ARCHIVE_K_DATA reads data from nmc_archive_k datasets % % Used in read_data as % dat = read_nmc_archive_k_data(datafile, hdr, begsample, endsample, channelsel); % % % This function specifically only reads data from o...
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sBehaviorAnalysis = position_x: [5001x1 single] % x position of tip of nose position_y: [5001x1 single] % y position of tip of nose distance: [5000x1 single] % head s (trajectory diff from last frame) headOrientation: [5001x1 single] %allocentric ...
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function gaborBank = gaborArrayFromScales(imageSize, thetaVector, param, plotta) %scaling factor a0 = 2^(1/param.N); %the number of scale (in 6 octaves) m = ceil(log2(imageSize(1)/2)) * param.N; %%%%%%%% % m = 2; %%%%%%%% %kai kai = sqrt(2*log(2)) * (2^param.phai+1) / (2^param.phai-1); %init %gabor filter count...
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function [FA_profile, SuperFiber, fgResampled] = ... dtiFiberGroup_FA_Average(fg, dt, numberOfNodes) % Average FA across the fibers, along the bundle length % % [myFAVals,SuperFiber, fgResampled] = ... % dtiFiberGroup_FA_Average(fg, dt, numberOfNodes) % % Important assumptions: the fiber bundle is compact. All f...
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function[]= detect_redcells(percent,img,img_thresholds,redcell_vect,cell_stat,shift) %% MAKE VARIABLEs xshift=shift(1); yshift=shift(2); longImage=img.long; shortImage=img.short; thirdImage=img.sum_proj; all_cellocs=nan(512,512,length(cell_stat)); %% GET MASKS for i = 1 : length(cell_stat) mask=zer...
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%% Read in each trial's timestamp.dat file and then write to a new combined timestamp.dat file. function ml_miniscope_pipeline_concatenated_make_timestamps_behavcam(session) scopeTimes = {}; numTrials = session.getNumTrials(); for iTrial = 1:numTrials trial = session.getTrial(iTrial); c = t...
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function update_unitsTable(Sesname, elec,unit,field, val) globals; if exist('unitsTable','var') && ~isempty(unitsTable), uTable = unitsTable; else, ii=1; % the cell array doesnt work... uTable{1,ii} = 'iUnit'; ii=ii+1; uTable{1,ii} = 'Sesname'; ii=ii+1; uTable{1,ii} = 'mouse'; ii=ii+...
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function output_mat = subject_power_2014_FD_only_parse_BIDS(movement_files,skip_seconds,epi_TR,expected_contiguous_frame_count,output_dir,output_prefix) % FD parsing Nipype wrapper pulling in list of motion files % Modified to read DVAR_pre_reg, DVAR_post_reg, and DVAR_post_all and store % values appropriately in the 5...
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function mltp_compute_rate_difference_averages(obj) seqNum = []; labels = {}; numSessions = obj.Experiment.getNumSessions(); for iSession = 1:numSessions session = obj.Experiment.getSession(iSession); sessionName = session.getName(); % Load the pfStats file that contains all of ...
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [T, success] = compute_bfo_stability_table_per_cell(analysisSettings, PerCell90, BestAligned, SessionsToGroups) % Make a table of within and across and whether the cell is stable or % unstable %BestAligned =...
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function [grad] = netmeg2grad(hdr) % NETMEG2GRAD converts a NetMEG 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 FT_READ_DATA and NETCDF. % Copyright (C) 2011 Ro...
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% getSpikerateFromBouts.m % % Helper function for saveSpikerate_bouts() that takes in indices of % ephys spiking data and returns the spike rate aligned to the velocity peak % To allow averaging over different bouts and the inconsistent frame rate, % interpolate to specified frame rate % % INPUTS: % ephysSpikes - s...
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% Marc Normandin, Muzzio Lab, Psychological & Brain Sciences, University of Iowa, 2024 function [SessionsToGroups] = load_calcium_sessions_to_groups_table() R(1).animalName = 'CMG129_CA1'; R(1).sessionName = 's1'; R(1).dayNum = 1; R(1).dayLabel = 'Day 1'; R(1).groupId = 1; R(1).groupLabel = 'Day...
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function [filefilt,dataformats]=aedes_getfilefilter() % AEDES_GETFILEFILTER - Get File Filter for uigetfile and aedes_juigetfiles % (this is a helper function) % % Synopsis: % filefilt=aedes_data_read % % Description: % Returns the correct file filter for Aedes. % % Examples: % % See also: % AEDES,...
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function path = vl_setup(varargin) % VL_SETUP Add VLFeat Toolbox to the path % PATH = VL_SETUP() adds the VLFeat Toolbox to MATLAB path and % returns the path PATH to the VLFeat package. % % VL_SETUP('NOPREFIX') adds aliases to each function that do not % contain the VL_ prefix. For example, with this option it...
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% Function used to remove segments of data from a set of timeseries for the % purposes of artifact removal and data segementation. % Input up to 5 time-locked time-series, all of which should be the same % length (and sample rate). Function prompts user for regions of the % signals to be censored and puts those s...
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function [chi_res] = delta2chi_iTKD(deltaB, D, maskErode, tol) % function [chi_res] = delta2chi_iTKD(deltaB, D, maskErode, tol) % Input: % deltaB: relative field shift % D: convolution kernel % maskErode: brain mask % tol: converge tolerance % % Authors: Xu Li % Affiliation: Radiology @ JHU % Email address: x...
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function distance_base_all_sessions(fig3) %% distance_base_all_sessions plots % the speed of the whisker at touch onset and performs ANOVA for first/ later and % hit/miss trials conditions ff=dir('*.mat*'); nfolders=size(ff,1); correct=[]; y=[]; first_later=[]; per_session=nan(nfolders,4); per_session_correct=nan(nfo...
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function ms = msNormCorre(ms,isnonrigid); % Performs fast, rigid registration (option for non-rigid also available). % Relies on NormCorre (Paninski lab). Rigid registration works fine for % large lens (1-2mm) GRIN lenses, while non-rigid might work better for % smaller lenses. Ideally you want to compare both on a sma...
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datDir = '/Users/hyang/Dropbox (HMS)/OptoBehaviorAnalysis-Helen/AnalyzedData/220520_LegFictracOpto_1Fly'; % prompt user to select output files from saveLegStepParamCond_indpt() [outputFNames, outputPath] = uigetfile('*.mat', 'Select avgFicTrac files', ... datDir, 'MultiSelect', 'on'); % if only 1 f...
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clc, clear close all %% a demo script to show discard too small/too dim components after network segmentation % you can supply any other criteria (like throw away boundary components, apply vessel masks, etc) % all threshold can be adjusted. % last update: 5/30/2020. YZ %% network_result = importdata(sprintf('%s\\...