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MATLAB
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function ob = Gtomo2_wtmex(arg1, varargin) %function ob = Gtomo2_wtmex(sg, ig, options) %function ob = Gtomo2_wtmex(file, options) %function ob = Gtomo2_wtmex(arg_pairs, options) %| %| Generate a 2D tomographic system model based on aspire's wtfmex() routine. %| %| in %| sg strum sino_geom() %| ig strum image_geom()...
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MATLAB
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load('ProcessedData_220328.mat'); fig6.fig = figure('Name', 'Figure 6: Motor Activity is Modulated by Task Conditions'); set(fig6.fig, 'Units', 'centimeters', 'Position', [40 15 8.8 6.5], 'NumberTitle', 'off'); xActive = .04; xGrasp = .215; xCarry = .39; fig6.active(1) = axes('Position', [xActive .05 .15 .225]); fig...
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MATLAB
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% LAP THETA SEQUENCE SIGNIFICANCE %MH 2020 % Compares average theta sequence scores to shuffles. Takes the 95% for each shuffle (pre spike train circ shuffle, position circ shuffle & time % bin suffle), and takes the maximum value between the three of them. A theta sequence will be significant if it's higher than the m...
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MATLAB
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function [img sino] = fbp_helix_gh(cg, ig, proj, varargin) %|function [img sino] = fbp_helix_gh(cg, ig, proj, varargin) %| %| A single slice rebinning method for cone-beam tomography data %| collected with a helical source trajectory %| %| in %| cg ct_geom() %| ig image_geom() %| proj [ns nt na] cone-beam project...
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MATLAB
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% mri_phase_denoise_sim1.m % simulation using mri_phase_denoise() if ~isvar('xtrue'), printm 'xtrue' if 0 % first form "true" smooth phase map f.pmap = './brain,pmap,o2,l2b-6.fld'; if exist(f.pmap, 'file') xtrue = fld_read(f.pmap); else xtrue = mri_phase_denoise(yi, 'pl', 1, 'order', 2, 'l2b', -6); im(xtrue...
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MATLAB
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290
% Gtomo2_table_test % Test the Gtomo2_table obect by comparing with exact methods % Jeff Fessler % paces and adjoint if ~isvar('At2'), printm 'test Gtomo2_table and its adjoint' sgt = sino_geom('par', 'nb', 20, 'na', 10); igt = image_geom('nx', 7, 'ny', 12, 'dx', 1); igt.mask = igt.circ > 0; table = {'square/strip...
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MATLAB
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159
function [outANI,outANIFreq,outANIFilterFreqs] = IPEMCalcANI (varargin) % Usage: % [outANI,outANIFreq,outANIFilterFreqs] = ... % IPEMCalcANI (inSignal,inSampleFreq,inAuditoryModelPath,... % inPlotFlag,inDownsamplingFactor,... % inNumOfChannels,inFirstCBU,inCBUStep) % % Des...
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MATLAB
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function [patch_Vrange, patch_Irange, numtoelim] = spikewave_wc(thesespikes, ... fileloc,chunknum,filtereddata,chunksize,spikeiter,spikeelectrode,totalT, ... fs,numChannels) %rename inputs filtchunk = filtereddata; chunkN = chunknum; rawfileloc = fileloc; chunkspikes = thesespikes; fileInfo = datast...
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MATLAB
6,317
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function proj = cuboid_proj(cg, params, varargin) %function proj = cuboid_proj(cg, params, varargin) %| %| Compute set of 2d line-integral projection views of cuboids. %| Works for both parallel-beam and cone-beam geometry. %| %| in %| cg ct_geom() %| params [ne 9] cuboid parameters: %| [x_center y_center z_cente...
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MATLAB
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171
function [fly] = Tracking2(Inside,vertices,readframe,bgvid,bgvid2,frames,fileNum,regions) fly = cell(1,regions);maxVals = cell(1,regions);minVals = cell(1,regions); for k = 1:regions fly{k}.ang = zeros(1,frames); maxVals{k} = ceil(max(vertices{k})); minVals{k} = floor(min(vertices{k})); end se = st...
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MATLAB
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290
function ob = Gdft(varargin) %function ob = Gdft([args]) %| Construct Gdft object that computes samples of the DFT of a signal %| with dimensions [(N)]. This is useful for "under-sampled" MRI. %| %| options (at least one of first two must be provided): %| 'mask' logical [(N)] image-domain mask, usually: true(nx,ny) %...
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MATLAB
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function s = num2str(x, f) %NUM2STR Convert numbers to a string. % T = NUM2STR(X) converts the matrix X into a string representation T % with about 4 digits and an exponent if required. This is useful for % labeling plots with the TITLE, XLABEL, YLABEL, and TEXT commands. % % T = NUM2STR(X,N) converts the matr...
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MATLAB
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144
function [significantVarWei,significantVarMax,pValWei,pValMax] = weighted_cluster_perm_stats(subjects,medianRT,mean_distances,true_correlation,task_distance,task_RT,category,tail,if_save,numPermutations,method) %WEIGHTED_CLUSTER_PERM_STATS Perform weighted cluster permutation stats to calculate the %significance of the...
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MATLAB
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% AVERAGE THETA SEQUENCE SIGNIFICANCE %MH 2020 % Compares average theta sequence scores to shuffles. Takes the 95% for each shuffle (pre spike train circ shuffle, position circ shuffle & time % bin suffle), and takes the maximum value between the three of them. A theta sequence will be significant if it's higher than t...
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MATLAB
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function [input_graph, varargout] = fun_graph_pruning_internal_short_hairs(input_graph, th_hair_length, internal_offset) % fun_graph_pruning removes all the short links that connected to % internal endpoints from the graph % Input: % input_graph: structure, generated by fun_skeleton_to_graph % th_hair_length: all ...
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MATLAB
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171
% Script to plot Supplementary Figure 4, calculate statistics reported, and % save data to Excel spreadsheets that are then imported into the Source % Data file. % Kit Longden 2023. addpath ../Shared_functions/ % Plotting parameters % ------------------- hf40 = figure(40); set(hf40,'color','w','position',[200 200 800...
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MATLAB
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function create_configs(varargin) % Expects to be run in the working directory % Remove old config files system('rm -f config*.m'); system('rm -f yeti_config.sh'); % guarantees folders exist system('mkdir -p job_logs'); system('mkdir -p results'); system('mkdir -p yeti_logs'); parser =...
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MATLAB
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% mri_example_epi_b0.m % Example of B0 field-corrected MR reconstruction using EPI trajectory. % WORK IN PROGRESS! % Copyright 2010-03-10, Jeff Fessler, University of Michigan if ~isvar('xtrue'), printm 'xtrue' f.dir_xtrue = [path_find_dir('mri') '/../data/mri/']; f.xtrue = [f.dir_xtrue 'brainweb_t1.jpg']; xtrue = ...
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MATLAB
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182
function [new_states]=corrected_states(states) x = states; %Remove zeros. s=find(x==0); y =isempty(s); if y==1 states=x; else x(x==0) = NaN; v = fillmissing(x,'previous'); states = fillmissing(v,'next'); end wake_states=states; % c0=states(1); %first state. %Find wake bouts < 4s...
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MATLAB
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142
%% Thomas_Yang_et al, 2023 @Nuo Li lab %% Fig. 6b norm. FR, early delay SC photoinhibition, ALM record clear all close all addpath('../func/') load Figure_6_b_data sig_selective(isnan(sig_selective))=0; FR_pref = spk_count_yes_screen-spk_count_no_screen; i_selective = (sig_selective(:,2)) & cellType_all(:...
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MATLAB
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%% Remove looped segments %{ This script uses a nested struct "Data.Graph" which contains metadata about the Graph struct. The Graph struct is created in the script SegtoGraph.m. TODO: - Determine meaning of A_idx_end{1,1} - Determine logic of last two steps (new edges and new nodes) %} %% Prep environment & load the ...
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MATLAB
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203
function [alpha,exp_r,xp,pxp,bor] = spm_BMS (lme, Nsamp, do_plot, sampling, ecp, alpha0) % Bayesian model selection for group studies % FORMAT [alpha,exp_r,xp,pxp,bor] = spm_BMS (lme, Nsamp, do_plot, sampling, ecp, alpha0) % % INPUT: % lme - array of log model evidences % rows: subjects % ...
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MATLAB
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function fld_write(file, data, varargin) %function fld_write(file, data, [options]) %| %| write data into AVS format .fld file %| see ASPIRE user's guide (or AVS online documentation) for file format. %| %| todo: generalize to include 'extent' options and default %| %| options %| 'check' 0|1 1: report error if file e...
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MATLAB
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%% LFP analysis % First, calculate_lfp_power.ipynb to generate lfp freq band csvs load('\\oak-smb-giocomo.stanford.edu\groups\giocomo\fkmasuda\fkm_analysis\EAJ_revisions\wt_ket_sessions.mat') [peri_ctrl, peri_ket, delta_ctrl, delta_ket] = deal([]); [base_trace, ctrl_trace, ket_trace] = deal(NaN(length(wt_ket_sessions)...
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MATLAB
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145
function [turnBias,XX,YY,turnBias_baseline,turnBias_during_baseline] = ... getKNNProbTurnIn(f_orco, s, keyNdx, xGrid, yGrid, zGrid, ratio, Thresh, K, state, genotype, plotFig)%f_orco, condNdx % condNdx3 = zeros(size(f_orco.spk)); % condNdx3(condNdx<6) = 1; % condNdx3(condNdx==0) = 3;% not an condition case % ...
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MATLAB
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%% IR87 Processing Variables [root_dir, app_dir] = fn_get_root_dir(); ft_dir = [app_dir 'fieldtrip/']; if isempty(strfind(path,'fieldtrip')); addpath(ft_dir); ft_defaults; end %-------------------------------------- % Basics %-------------------------------------- SBJ_vars.SBJ = 'IR87'; SBJ_vars.raw_file = {'IR87_erro...
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MATLAB
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254
%% mri_example_b0.m % Example B0 field-corrected MR reconstruction for a spiral k-space trajectory. % Copyright 2005-7-29, Jeff Fessler, University of Michigan %% true zmap if ~isvar('zmap'), printm 'read fieldmap' [fmap, mask_orig] = mri_phase_denoise('test'); fmap = fmap / (2*pi*2e-3); % 2ms echo time diff. [nx, ...
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MATLAB
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132
function [event_onsets, event_offsets, data_shades] = read_photodiode(data_photo_orig, min_event_length, n_shades, plot_it) % This function takes an array of raw photodiode values and outputs event onsets and offsets % % NOTE: The lowest values are considered non-events. This function assumes positive values for ON...
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MATLAB
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%this script prepare data for the visual garding clc;clear;close all root='..\'; addpath(genpath([root,'NeuralCorrelateEvidenceAcc'])); %% subdir='total'; clusterName='clusterArea_paper'; regCluster=1; if(regCluster) subdir=[subdir,'_',clusterName]; end all_units=0; rootpath='..\dataset\Mice\spike\result\'; ratepa...
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MATLAB
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% AVERAGE THETA SEQUENCE SIGNIFICANCE %MH 2020 % Compares average theta sequence scores to shuffles. Takes the 95% for each shuffle (pre spike train circ shuffle, position circ shuffle & time % bin suffle), and takes the maximum value between the three of them. A theta sequence will be significant if it's higher than t...
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MATLAB
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function fn_elec_import_orig(SBJ,proc_id,view_space,reg_type,reref) %% Convert recon pipeline elec struct to personal format % Fix labels, select imported channels (ROI, cleaning), sort alphanumerically % Rereference: if 1, does bipolar (no difference for ECoG) % Goes from smallest to largest (ELEC1-ELEC2, EL...
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MATLAB
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function out = stopRemoteKeyBuffer(h) % Stops a keyBuffer call that runs on an experimental computer such as a % Raspberry Pi. keyBuffer has to be started there with the option % 'remoteStop'; otherwise it does not listen for the stop. % The function sends the stop to all computers in h and waits up to 2 s % for their ...
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MATLAB
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%%% FSLNets - simple network matrix estimation and applications %%% FMRIB Analysis Group %%% Copyright (C) 2012-2014 University of Oxford %%% See documentation at www.fmrib.ox.ac.uk/fsl %%% change the following paths according to your local setup addpath /Users/wang/Documents/MATLAB/toolbox/FSLNets % ...
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MATLAB
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122
%clc; % Jul 31 2014: Updated and commented by AKh from old Jenny's code. clear; fprintf('Starting a seizures program\n'); resultFrequency = zeros(6,4); resultFirstSeizure = zeros(6,1); resultAvgSeizureLength = zeros(6,1); figure; for(sheet=1:6) a = xlsread('C:\Users\AizenmanLab\Documents\Carolina\Sei...
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MATLAB
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165
%% Thomas_Yang_et al, 2023 @Nuo Li lab %% Fig. 7e direct photoinhibition of SC glutamatergic neurons % Vglut2-ires-cre x GtACR1 mice, left SC fiber implantation clear all close all addpath('../func/'); load Figure_7_e_data %% check if the data seems right % hist(StimOnTime_allSession(Sample_Delay_al...
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MATLAB
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function [] = genSTCWDat(genAll,meta,GlobMin) % This function delineate tracks between sharp turns and curved walks % % Inputs: % genAll: cell array of genotypes to consider % GlobMin: structure of parameters to delineate sharp turn and curved % walks % meta: Type of points we want to return (3 options) ...
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MATLAB
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function xk = modelStepMultiMealExerciseT1D(xkm1,I,CHOB,CHOL,CHOD,CHOS,CHOH,VO2,hourOfTheDay,mP,xk,model) % function modelStepMultiMealExerciseT1D(xkm1,I,CHOB,CHOL,CHOD,CHOS,CHOH,hourOfTheDay,mP,xk,model) % Simulates a step of the multi-meal t1d physiological model. % % Inputs: % - xkm1: is a vector containing the m...
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MATLAB
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% ir_fdk_helix_example.m % Example of how to use feldkamp_helix.m for cone-beam axial and helical CT reconstruction % Copyright 2014-11-11, Donghwan Kim and Jeff Fessler, University of Michigan f.helical = 1; f.down = 2; f.pht_ell = 0; f.pht_cyl = 0; f.xcat = 1; if f.xcat f.down = 1; end f.fdk_type = 3; % FDK type: ...
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MATLAB
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function Volume=polygon2voxel(FV,VolumeSize,mode,Yxz,hollow) % This function POLYGON2VOXEL will convert a Triangulated Mesh into a % Voxel Volume which will contain the discretized mesh. Discretization of a % polygon is done by splitting/refining the face, until the longest edge % is smaller than 0.5 voxels. Follo...
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MATLAB
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%% IR67 Processing Variables [root_dir, app_dir] = fn_get_root_dir(); ft_dir = [app_dir 'fieldtrip/']; if isempty(strfind(path,'fieldtrip')); addpath(ft_dir); ft_defaults; end %-------------------------------------- % Basics %-------------------------------------- SBJ_vars.SBJ = 'IR67'; SBJ_vars.raw_file = {'IR67_erro...
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MATLAB
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function params_out = write_surfs_share(varargin) % This is a function that will write surfaces on the fsaverage surface. % % Specifically, it will go through the specified folder directory % (specified by ROOTDIR, MODEL_IDENTIFIER, and SUBFOLDER) and writes the surfaces. % And it writes them to .../written_surfaces/....
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MATLAB
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function environment = initEnvironment(modality,saveName,saveFolder,saveSuffix,scenario, bolusSource, basalSource, choSource, plotMode,enableLog,verbose) % function initEnvironment(modality,saveName,saveSuffix,scenario, bolusSource, basalSource, choSource, plotMode,enableLog,verbose) % Initializes the 'environment' ...
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MATLAB
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classdef FCSVExperiment < dynamicprops properties inputdir physdata fcsvdata usephysio end properties (Constant) repsetregexp = '.*(?<!iso.*)(?<!until.*)(?<!x\s*)(\d+\.\d+)(?!x).*' repsetxregexp = '.*(?<!x\s?set\s?id\s*)(?<!iso.*)(?<!until.*)(?<!x\s*)(\d+...
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MATLAB
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load('../data/simulations/NoiseCorrVsNormalization.mat') %% - Rho Values are -0.5,0,0.5, so there are 9 possible combinations of rho_N,rho_D. % % rho vector is -0.5:0.5:0.5, and the pairs below are [rho_N,rho_D] % % locations, so [2,3] => rho_N = 0, rho_D = 0.5 and similarly rhoValues = struct(); rhoValues.Positiv...
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MATLAB
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clc; clear; addpath('/data/hu_esraal/Documents/eeglab2019_0/') addpath('/data/pt_02333/esra_codes/') eeglab %% eegfolder= '/data/p_02186/TMS_ECG2/analyses/EEGtms/merge/old_analyses_tmseeg/'; cd(eegfolder); save2folder= '/data/p_02186/TMS_ECG2/analyses/EEGtms/merge/reref/cardiacphase_fakecorr/'; mkdir(save2folder); cd(...
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MATLAB
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classdef MlpExamples < handle % AUTHORSHIP % Primary Developer: Stephen Meehan <swmeehan@stanford.edu> % Math Lead & Secondary Developer: Connor Meehan <connor.gw.meehan@gmail.com> % Bioinformatics Lead: Wayne Moore <wmoore@stanford.edu> % Copyright (c) 2022 The Board of Trustees of the Leland Stanford Jun...
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MATLAB
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function [df_leaving_all,df_entering_all,f_leaving_all,f_entering_all,... turnProb_leaving,turnProb_entering,turnProb_leaving_std,turnProb_entering_std] = ... getDf_aligned_turnRates(f_orco,thresh,delay,turnNdxAbs,transitionsOnly,yl,fs,plotFig) %getDf_aligned_turnRates calculates the firing rate, change in fir...
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MATLAB
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function [Acc, acc_fold, Gini, features_names] = RandomForest_HER_crossvalidation(set1_avg, set1_var, set2_avg, set2_var, nfolds, time_onset, time_offset) % This function performs a Random Forest crossvalidation classification. % This function divides the set of patients in folds to perform % classifications using diff...
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MATLAB
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function fit_linear_Model_M1(exname, include_eye) results_dir = sprintf('../data/analysis/%s', exname); % load preprocessed dataset if ~include_eye load(sprintf('../data/preprocessed/%s/preprocessed_data.mat', exname), 'D'); else load(sprintf('../data/preprocessed/%s/preprocessed_data.mat', exname), 'D_eye');...
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MATLAB
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% Plot correlation of significant events with track decoding error % Compares both weighted correlation and spearman correlation function plot_corr_decodingError_sigEvents cd('X:\BendorLab\Drobo\Lab Members\Marta\Analysis\HIPP\Chapter 1\Decoding_error'); load all_tracks_decoding_error.mat cd('X:\BendorLab\Drobo\Lab ...
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MATLAB
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function [newStateProb,XX,YY,newState,newStateProbBaseline,newStateProbBaselineDuring]... = getKNNTransProb(f_orco,s,keyNdx,xGrid,yGrid,ratio,Thresh,K,state,plotFig) % getKNNTransProb calculates the transition probability in the KNN space % % Inputs: f_orco = fly object % s = structure of descriptions...
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MATLAB
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function [R2, coefs, vals_m, age] = nc_ModelSelection(AFQpath, sub_ages, excludeSubs, valName, nodes, showFigs, agerange, bootIter, crossval, outfile,models) % Test different lifespan models % % [R2, coefs, vals_m, age] = nc_ModelSelection(AFQpath, sub_ages, ... % excludeSubs, valName, nodes, showFigs, agerange, ...
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MATLAB
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master_startup; nrats = length(ratdata); %% Win-stay lose-switch across rats - ignoring session boundaries, effects would be negligible p_repeat_win = nan(nrats,1); p_repeat_loss = nan(nrats,1); ci_win = nan(nrats,2); ci_loss = nan(nrats,2); for r = 1:nrats fprintf('Processing rat %s\n', ratdata(r).name); ...
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MATLAB
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function back = cbct_back(proj, cg, ig, varargin) % function back = cbct_back(proj, cg, ig, varargin) %| %| cone-beam backprojector for feldkamp.m %| in %| proj [ns nt na] cone-beam projection views %| option %| 'use_mex' 1|2|3 default: 1 mex with loop in mex %| 2 mex with loop in matlab %| 3 mex st %| 0...
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MATLAB
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function [seg_spktimes,seg_spikes]= Signle_channel_Spike_detector(bigdata,chans,thresh,filt_para,sr,pre_seg,post_seg1,threshold_channel) % do not consider spikes in 1st pre-seg, and last post_seg period. global nvr src=sr; %adjust data to column, to make sure each column holds one %channel data [m,n]=size(bi...
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function [Acc, time_acc] = RandomForest_HER_crossvalidation_sliding(set1_avg, set1_var, set2_avg, set2_var, nfolds, window) % This function performs a Random Forest crossvalidation classification. % Classifications are performed with a sliding time window % This function divides the set of patients in folds to perform ...
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%Generates the spike matrix clear all dini_path = 'C:\Users\xscogno\MATLAB\Flavio2\Preprocessed_data\'; snr_path = 'C:\Users\xscogno\MATLAB\Flavio2\Preprocessed_data\SNR_H\SNR_flavio_new_L8\'; spath = 'C:\Users\xscogno\MATLAB\Flavio2\Preprocessed_data\'; mouse='92227'; %Name of the animal thr_SNR=4; res=1.5; count=0...
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%% Run this files to compute the network-human main effect and interactions for all for the VISION experiments %% Must specify the paths to the required network data mat files. function [] = run_anova_human_layer_main_effect(EXP_NUM) rng(517) addpath('../matlab_statistics_functions') NUM_BOOTSTRAPS = 10000 if EXP_N...
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phase_regions_list = {'CING'} power_regions_list = {'HC'} % cortex w/ MTL if strcmp('OFC', phase_regions_list) | strcmp('FRO', phase_regions_list) | strcmp('TEMP', phase_regions_list) && strcmp('MTL', power_regions_list) group = {'39' '57' '66' '44' '63' '84'} elseif strcmp('CING', phase_regions_list) &&...
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MATLAB
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function [direction,opt] = sampleTurnBias040721(self,state,t,f,df,tt,xPos,yPos,... tSinceInhibition,sampCurv,sampSpeed,sampDur,sce) %t = t.*0+1; nFly = numel(t); nPt = size(xPos,2); m = self.model.TurnBias; turnBias = zeros(size(t)); [~,tSlice]=max(t<(m.tt+m.tt(2)./2),[],2); uSlice =unique(tSlice); for s...
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MATLAB
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%%%% % save matrix for all subjects in one file % add column with subject ID, and block ID as well as trial num and session % num % save different matrix with coherence traces, subject ID and block ID and % session num %% define subjects and and pathways options = continuous_RDK_set_options('LTHiMac'); subjectList ...
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MATLAB
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function [M_Ru1, M_Ru2, M_v1, M_v2] = vox2ras_rsolve(Vc_C, inPlaneRotation) %% %% (USE vox2ras_rsolveAA INSTEAD OF THIS METHOD!) %% %% NAME %% %% vox2ras_rsolve.m (vox2ras_r{otation matrix}solve) %% %% AUTHOR %% %% Rudolph Pienaar %% %% VERSION %% %% $Id: vox2ras_rsolve.m,v 1.5 2007/01/10 22:55:10 nicks Exp $ %% ...
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MATLAB
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function IPEMPlotMultiChannel (varargin) % Usage: % IPEMPlotMultiChannel(inData,inSampleFreq,inTitle,inXLabel,inYLabel,... % inFontSize,inChannelLabels,inChannelLabelStep,... % inMinY,inMaxY,inType,inTimeOffset,inYScaleFactor) % % Description: % Plots a multi-cha...
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MATLAB
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function estimated_position = bayesian_decoding_lap_thetaseq(place_fields,theta_spike_count,track_id) % INPUTS: % place fields: matrix or []. Place fields that want to be used as a template in the decoding. If empty, it will load place fields for the whole session (extracted_place_fields_BAYESIAN.mat) % bayesian ...
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MATLAB
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function [input_graph, varargout] = fun_graph_pruning_internal_short_hairs(input_graph, th_hair_length, internal_offset) % fun_graph_pruning removes all the short links that connected to % internal endpoints from the graph % Input: % input_graph: structure, generated by fun_skeleton_to_graph % th_hair_length:...
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MATLAB
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function dth_all_distances_median_RT_searchlight(subjects,task_distance,task_RT) %distance art, distance nat, RT %DTH_ALL_DISTANCES_MEDIAN_RT_SEARCHLIGHT Performs the distance-to-hyperplane searchlight analysis using %the distances from each subject and the median RT across %subjects. % %Input: subjects' ID (e.g., 1:13...
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MATLAB
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function prior = definePriorPDF(model, environment) % function definePriorPDF(model, environment) % Defines the a priori probability density functions of model parameters. % % Input: % - model: a structure that contains general parameters of the % physiological model; % - environment: a structure that contains g...
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MATLAB
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%% Thomas_Yang_et al, 2023 @Nuo Li lab %% Fig. 4b norm. FR, SC photoinhibition, ALM record clear all close all addpath('../func/') load Figure_4_b_data sig_selective(isnan(sig_selective))=0; FR_pref = spk_count_yes_screen-spk_count_no_screen; i_selective = (sig_selective(:,2)) & cellType_all(:,1)==1 & a...
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MATLAB
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function [outResynthesizedSound,outDetectedPeriods,outIndividualSounds] = IPEMMECSynthesis(varargin) % Usage: % [outResynthesizedSound,outDetectedPeriods,outIndividualSounds] = ... % IPEMMECSynthesis(inPatterns,inPatternLengths,inPatternFreq,... % inOriginalSignalFreq,inSelectionTime,inDu...
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MATLAB
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function track_cell_count = count_cells_track(computer,method) % Load name of data folders if strcmp(computer,'GPU') sessions = data_folders_GPU; session_names = fieldnames(sessions); else sessions = data_folders; session_names = fieldnames(sessions); end PP = plotting_parameters; i = 1; % session c...
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MATLAB
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classdef SuhDbm < handle % More efficient alternative to Density.FindClusters that ignores DBSCAN % and does not incur the cost of transmitting large vector event cluster % IDs % AUTHORSHIP % Primary Developer: Stephen Meehan <swmeehan@stanford.edu> % Math Lead & Secondary Developer: Connor Meehan <conno...
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MATLAB
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clear variables close all % load matrix of example ca2+ traces, where each coloumn is a time series % along with acquisition frame time and time of swim onset (in seconds) load('roisExample.mat') % visualize plots of processed traces showfigures = true; %% Start the main loop % extract number of frames ...
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MATLAB
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function [embedding, method, head, tail, graph_data] = ... simplicial_set_embedding(data, graph, n_components, initial_alpha, ... a, b, gamma, varargin) %SIMPLICIAL_SET_EMBEDDING Perform a fuzzy simplicial set embedding, using a % specified initialisation method and then minimizing the fuzzy set cross % entropy...
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MATLAB
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function f = nc_PlotModelFits(coefs,valName,fgNames,fgnums,color) % Make figures from coeficient estimates (nc_ModelSelection) % % f = nc_PlotModelFits(coefs,valName,fgNames,fgnums,color) % % Inputs: % % coefs - Structure containing model coefficient estimates (see % nc_ModelSelection) % valName - The name ...
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MATLAB
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%% rename channels close all; clear; rename_chan();%from 105_xx (1-72) to 105_CHxx (1-64) % correct_chan(); %% preview close all; clear; preview_data(0.1, 0.6,'led');%pre-trigger post-trigger %% preview LED preview_data(0.5, 1.6,'LED');%pre-trigger post-trigger %% transfermation transfer_data();% just transfer data ...
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MATLAB
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function plotReplayBGResults(cgm,glucose,insulinBolus, insulinBasal, CHO, hypotreatments, correctionBolus,vo2,data,environment) % function plotReplayBGResults(glucose,data,enviroment) % Plot the obtained glucose results against data. % % Inputs: % - cgm: a structure which contains the obtained cgm traces % simula...
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MATLAB
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clear; clc close all %% Step 1: create datatable of both experiments cd D:\Behavior_7_verbPred_Kim\ resOut = [pwd '\results\']; outdir = [pwd, '\data_Kim\'] load([resOut,'Exp7_DataTableDP.mat']) bsize_exp7 = bsize; cd D:\Behavior_6_strPred_Kim\ resOut = [pwd '\results\']; outdir = [pwd, '...
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MATLAB
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function [xs, info] = qpwls_pcg1(x, A, W, yi, C, varargin) %function [xs, info] = qpwls_pcg1(x, A, W, yi, C, [options]) %| %| quadratic penalized weighted least squares (QPWLS) via %| preconditioned conjugate gradients (PCG) algorithm %| cost(x) = (y-Ax)'W(y-Ax) / 2 + x'C'Cx / 2 %| %| in %| x [np 1] initial estimate ...
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MATLAB
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function [Old_audio_buffer,Old_spikes_buff ]=draw_spikes(chans,thresh,pre_sipke,post_spike,seg_spikes,seg_spikes1,pre_seg,sr,AD_step,debug_flag1,OldEEG,Speaker,src1,Old_audio_buffer,Old_spikes_buff) % draw_spikes(chans,pre_sipke,post_spike,seg_spikes,pre_seg,sr,AD_step,debug_flag1); %%%%%%%%%%% ALL PLOT DIS...
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MATLAB
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%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% % generating lipofuscin distribution based on 2PM images % using channel2 of 2PM addpath('/projectnb/npbssmic/s/Matlab_code/fitting_code'); addpath('/projectnb/npbssmic/s/Matlab_code/PostProcessing'); addpath('/projectnb/npbssmic/s/Matlab_code/PSOCT_code'); addpath('/pr...
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MATLAB
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classdef c_GUI_Text < c_GUI_handle % c_GUI_Text - GUI class for drawing text % Similar to uicontrol('style','text') but allows for autoresizing and other misc properties doAutoResize MaxFontSize end properties(Dependent) String Units Position FontWeight HorizontalAlignment end properties(SetAcce...
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MATLAB
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%% Run this files to compute the network-human main effect and interactions for all for the VISION experiments %% Must specify the paths to the required network data mat files. function [] = run_anova_stats_matlab_network_human_results(EXP_NUM) rng(517) addpath('../matlab_statistics_functions') NUM_BOOTSTRAPS = 1000...
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MATLAB
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function D = spm_eeg_correct_sensor_data(S) % Remove artefacts from the data based on their topography % FORMAT D = spm_eeg_correct_sensor_data(S) % % S - input structure (optional) % (optional) fields of S: % S.D - MEEG object or filename of M/EEG mat-file % S.mode - 'SSP': simple projection % - '...
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MATLAB
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function [CD_correct, dphi_correct, phi_fit, cc_fit, mask_static_refined] = CDPhaCor_Iter_2D_V3(mag1, mag2, dphi, Z1Z2product, mask_static, mask_brain, deg, Niter, bBatch, nRep) % MODIFY ON 20230807: nRep input % this function correct the phase errors in complex difference iteratively, % based on user input initia...
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MATLAB
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function img = feldkamp_wt(proj, window, mask, args, varargin) %function img = feldkamp_wt(proj, window, mask, args, [options]) % modified version by Ajay Paidi % % FBP reconstruction of cone-beam tomography data collected with flat detector. % See feldkamp_example.m for example. % % in: % proj [nh,nv,na] cone-beam pr...
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MATLAB
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%%% Marker points %%% %% #1 [48,51; 109,53] %% #2 [39,58; 110,61] %% #5 [56,67; 108,67] %% #6 [31,60; 105,60] %% #7 [53,63; 102,64] %% #8 [48,67; 115,67] %% #9 [48,65; 107,66] %% #10 [57,55; 105,56] ROI_list={'M2L1.tif', ... %Secondary Motor Cortex - Left Hem. 'BCR1.tif', ... %Primary Barrel Cortex - R...
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MATLAB
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function estimated_position = bayesian_decoding_lap_thetaseq(place_fields,theta_spike_count,track_id) % INPUTS: % place fields: matrix or []. Place fields that want to be used as a template in the decoding. If empty, it will load place fields for the whole session (extracted_place_fields_BAYESIAN.mat) % bayesian ...
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MATLAB
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function [sig,a] = spm_shoot_blur(t,prm,its,sig) % A function for blurring ("smoothing") tissue probability maps % FORMAT [sig,a_new] = spm_shoot_blur(t,prm,its,sig) % t - sufficient statistics % prm - regularisation parameters (1,1,1, 0.01,0.02,1) % its - max no. iterations (12) % sig - optional star...
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MATLAB
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function SBJ08a_HFA_save(SBJ,proc_id,an_id) % Calculates high frequency activity, computes cluster-based statistics, and plots the results % clear all; %close all; % Set up paths if exist('/home/knight/hoycw/','dir');root_dir='/home/knight/hoycw/';ft_dir=[root_dir 'Apps/fieldtrip/']; else root_dir='/Volumes/hoycw_clust...
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MATLAB
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function [xs, info] = pl_iot(x, Ab, data, R, varargin) %function [xs, info] = pl_iot(x, Ab, data, R, [options]) %| %| Generic penalized-likelihood minimization, %| for arbitrary negative log-likelihood with convex non-quadratic penalty, %| via incremental optimization transfer using separable quadratic surrogates. %| ...
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MATLAB
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function [FieldAssignmentsAll, OrganoidStencilAll, Wells] = Iris_GetOrganoidFields(InPath, MetaData, CoordinatesAll, illustrate) %extract organoid IDs from CV8000 first pass and second pass integration % author: Paul Antony 20210213 % Coordinates: example: readtable([InPath, filesep, 'Encoding.csv'], 'ReadVariableN...
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MATLAB
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function [data_avg] = compute_average_single_subject_level(data,average_type, rt_flag, baseline_window,baseline)% coherence = [0.3,0.4,0.5]; switch average_type case 'coherence' for coh = 1:3 if rt_flag idx_coh = find(abs(data.trialinfo(:,4)) == coheren...
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MATLAB
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function img = fbp_fan_arc(sino, G, window, varargin) %function img = fbp_fan_arc(sino, G, window, [options]) %| %| FBP reconstruction of fan-beam tomography data collected with arc detector. %| Assumes system 14 geometry and extracts parameters from Gtomo2_dsc object. %| Assumes that the arc is focused on the source,...
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MATLAB
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function D = spm_eeg_spatial_confounds(S) % This function defines spatial confounds and adds them to MEEG dataset. % FORMAT D = spm_eeg_spatial_confounds(S) % % S - optional input struct % fields of S: % D - MEEG object or filename of M/EEG mat-file with epoched data % mode - method for definitio...
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MATLAB
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function seg_to_graph(dpath, filename) %seg_to_graph Convert the vessel segments to a graph (nodes + vertices) % This function is the second step in the vessel segmentation pipeline. % This function can take either a .MAT or .TIF % %%% INPUTS: % dpath (str): absolute path to the data folder % fname (str): n...
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MATLAB
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% SPIKE COUNT FOR BAYESIAN DECODING % INPUTS: % place fields: matrix or []. Place fields that want to be used as a template in the decoding. If empty, it will load place fields for the whole session (extracted_place_fields_BAYESIAN.mat) % start_time & end_time: single value, vector or []. Might want to enter s...
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MATLAB
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function D = tnueeg_spm_eeg_artefact(S) %TNUEEG_SPM_EEG_ARTEFACT Modified SPM function: % Simple artefact detection, optionally with robust averaging % FORMAT D = spm_eeg_artefact(S) % % S - input structure % % fields of S: % S.mode 'reject' (default) - reject bad channels and trials...
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MATLAB
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function [segmentedHierarchiesCube1] = hierclust2nmfMulti(Hcubes,r) % Hierarchical custering based on rank-two nonnegative matrix factorization % applied to hyperspectral image clustering % B Ravi Kiran, Aug 2015 % Given a data matrix M (m-by-n) representing n data points in an % m-dimensional space, this algori...
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MATLAB
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function V = spm_create_vol(V) % Create a NIfTI image volume % FORMAT V = spm_create_vol(V) % V - image volume information (see spm_vol.m) %__________________________________________________________________________ % Copyright (C) 2005-2018 Wellcome Trust Centre for Neuroimaging % John Ashburner % $Id: spm_crea...
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MATLAB
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function D = spm_eeg_inv_datareg_ui(varargin) % User interface for EEG/MEG data coregistration within original sMRI space % FORMAT D = spm_eeg_inv_datareg_ui(D,[val], [meegfid, newmrifid, useheadshape]) % D - M/EEG dataset % % meegfid - M/EEG fiducials % mrifid - MRI fiducials % useheadshape - use...