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MATLAB
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90
function decoder = train_beamformer(cfg0, X, Y) % [decoder] = train_beamformer(cfg, X, Y) % Trains a linear decoder "beamformer style" to optimally recover the latent components as % prescribed in X. Several decoders may be trained indepedently, corresponding to several % latent components. % % X ...
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MATLAB
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function [ trainPerformance,testPerformance, trainrmse, testrmse ] = LinearModeling (Input,Target,Inds) trainrmse= cell(1,size (Inds,1)); % cell array for saving the RMSE values for train set testrmse= cell(1,size (Inds,1)); % cell array for saving the RMSE values for test set trainPerformance= zeros(1,size (Ind...
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MATLAB
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function saveVelocityFieldVideo(wvcfs, vfs, vidName, vidFps, ... Fs, resizeScale, vfScale, useAmplitude) % Function to write amplitude or phase maps and velocity fields to a % video file % INPUTS: % - wvcfs, XxYxT matrix of complex wavelet or Hilbert coefficients % - vfs, XxYxT matrix of velocity field vectors ...
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MATLAB
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% PURPOSE : This experimental function creates a new dataset with % Standard Error of the Mean data in the place of ERP data, for further % visualization. % % FORMAT : % % ERP = make_SEM_set(ERP) % % INPUTS : % % ERP input ERP dataset (generated with SEM 'on' when averaging) % % OUTPUTS : % % E...
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MATLAB
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% Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making % Kohl, C., Wong, M.X.M., Wong, J.J., Rushworth, M.F.S. & Chau, B.K.H. % eLife 2022 % Script to generate Figure 2c clear all; close all; clc; % GLM1 nPartic = 31; % nr of participants regressor_str = {'HV-LV',...
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MATLAB
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function InitializeAnnotation(self) if isfile(self.FilePath) return end if self.MultiCam videoFolderPath = fullfile(self.ProjectPath, 'videos', self.VideoName, self.CameraNames{1}); file = GetValidFolderFiles(videoFolderPath); [~, ~, ext] = fileparts(file.name); file(strcmp(ext, '.mat'),:) = []; ...
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MATLAB
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function path_new = order_branch(path, ... endo_cross_prev, endo_cross_cur) % ORDER_BRANCH Find a path connecting current new cross-section with % previous. % % [path_new, endo_cross_cur_ordered] = order_branch(path, ... % endo...
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MATLAB
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function ri = rand_index(p1, p2, varargin) %RAND_INDEX Computes the rand index between two partitions. % RAND_INDEX(p1, p2) computes the rand index between partitions p1 and % p2. Both p1 and p2 must be specified as N-by-1 or 1-by-N vectors in % which each element is a finite real numeric cluster label. Labels do...
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MATLAB
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function Xhat = decode_pattern(cfg0, decoder, Y) % [Xhat] = decode_pattern(cfg, decoder, Y) % Estimate the activity of latent components using a linear decoder, obtained from an % appropriate training function. Several components may be estimated independently. % % decoder The linear decoder obtained from ...
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MATLAB
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function [rowcoords, colcoords] = criticalpointsbilinear(vx, vy, edgeDistance) % CRITICALPOINTSBILINEAR finds the critical points in the 2D vector field % defined by matrices VX and VY and returns their row- and column- % coordinates. Critical point coordinates are found through bilinear % interpolation. % % Rory Towns...
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MATLAB
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function step3d_validation_pairwise_decoding200(bids_dir, toolbox_dir, participant, blocknr, n_blocks) %% Function to run pairwise decoding analysis for the 200 repeat stimuli % % @ Lina Teichmann, 2022 % % Usage: % step3d_validation_pairwise_decoding200(bids_dir,participant, ...) % % I...
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MATLAB
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% PURPOSE: saves or loads the ERPLAB working memory to another location % % FORMAT % % working_mem_save_load(save_or_load) % % INPUT % % save_or_load - 1 for save; 2 for load % % OUTPUT % % Mat-file .erpm written to disk, or memory structure loaded. % % *** This function is part of ERPLAB Toolbox *** % Author:...
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MATLAB
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function spikes = remove_outliers( spikes, which ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/09/2010 % % remove_outliers - handles logic of labeling set of spikes as outliers % % Usage: % spikes = remove_outliers(spikes, bad ) % % Description: % Handles logic of labeling set of spikes as outli...
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MATLAB
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function DB_DeleteTankData(TankID,Warn) % DB_DeleteTankData(TankID) % DB_DeleteTankData(TankID,Warn) % % Deletes all data associated with some tank id from the database. % % By default, a warning is displayed to confirm data deletion. This can be % overrided by setting Warn = false. % % Included tables in deletion: ...
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MATLAB
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%******************************************************************************* % function: p_poly_dist % Description: distance from point to polygon whose vertices are specified by the % vectors xv and yv % Input: % x - point's x coordinate % y - point's y coordinate % xv - vector of po...
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MATLAB
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function image_noise = NoiseExtract(Im,qmf,sigma,L) % function image_noise = NoiseExtract(Im,qmf,sigma,L); extracts noise signal that is locally Gaussian N(0,sigma^2) % Input: % Im, 2-D noisy image matrix, % qmf, Scaling function of an orthogonal wavelet filter % sigma, the noise variance % ...
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MATLAB
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%% Code which contains the equations: function out = interactions out{1} = @init; out{2} = @fun_eval; out{3} = []; out{4} = []; out{5} = []; out{6} = []; out{7} = []; out{8} = []; out{9} = []; % -------------------------------------------------------------------------- function dydt = fun_eval(t,kmrgd,gammaA,gammaB,gA...
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MATLAB
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function Volume_Rect = VolumeRectify(VolumeRAW,xCenter,yCenter,dx,Nnum,depth) dy = dx; Nnumdiff = floor(Nnum/2); [Yresolution, Xresolution, depth] = size(VolumeRAW); %%%%%%%%%%%%%%% Resample the image %%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% Xresample = [fliplr((xCenter+1):-dx/Nnum:1) ((xCenter+1)+dx/Nnum:dx/Nnum:Xr...
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MATLAB
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function plotLFPandCSD(LFP,CSD,depthChan,timebins,cluXPos,cluDepths,anatDir,granBound) % Get Allen Brain Atlas references allen_atlas_path = '\\zserver\Lab\Atlas\allenCCF'; st = loadStructureTree([allen_atlas_path filesep 'structure_tree_safe_2017.csv']); cmap_filename = [allen_atlas_path filesep 'alle...
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MATLAB
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function [rowcoords, colcoords] = criticalpointsbilinear(vx, vy, edgeDistance) % CRITICALPOINTSBILINEAR finds the critical points in the 2D vector field % defined by matrices VX and VY and returns their row- and column-coordinates. % This method is distinguished from previous methods in that critical point % coordinate...
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MATLAB
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%% clear all close all run(['..' filesep 'def_local']) addpath(path_fieldtrip) ft_defaults %% allfiles={'405','406','407','408','409','410','411','412','413','414','415','416','417','418','419','420','421','422','423'}; nc=0; for n=1:length(allfiles) %%% Loading data fprintf('... loading %s\n',allfiles{...
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MATLAB
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function edr_stats = eda_edr_stats(eda, fs, edr, iEDR) % EDA_EDR_STATS Electrodermal response (EDR) statistics % edl = EDA_EDR_STATS(eda, fs, edr, iEDR) % % Input arguments: % eda - 1-by-n vector of EDA samples % fs - sampling rate (Hz) % edr - structure array of electrodermal response (EDR) (see ed...
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MATLAB
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function [pval, k, K] = circ_kuipertest(alpha1, alpha2, res, vis_on) % [pval, k, K] = circ_kuipertest(sample1, sample2, res, vis_on) % % The Kuiper two-sample test tests whether the two samples differ % significantly.The difference can be in any property, such as mean % location and dispersion. It is a c...
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MATLAB
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function PL_IGNIT_ALL_PID_RAW % Function to prepare the regression table for Linear Mixed-Effects Regression Model % in R % The metric variables are d here % % Fran Hancock % Dec 2021 % fran.hancock@kcl.ac.uk % % % Function to investigate the relationships between time varying measures % of CHI OCC HC and PID and the r...
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MATLAB
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clear Target = 'CP55940'; if ispc home = [getenv('HOMEDRIVE') getenv('HOMEPATH')]; pat = 'C:\Analysis\AssemblyAnalysis\raw'; cd(pat) else home = getenv('HOME'); cd ([home '/MATLAB/MichalDataAna']) pat = [home '/raw']; end bw=0.05; offset = [-60 60]; Areas = {'HP','PFC'}; ...
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MATLAB
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function [n_data, n_data_conf, est_conf_tmp, est_p1_tmp, RW_p1_tmp, ... out_conf, trials_resp_TP, trials_resp_conf, s, ... all_RT, all_RT_conf, p1_mean, out_conf_full] = ... load_extract_delta(fn_test, remove_missed_resp, learned_param, a_LR) % Load the rating data and extract useful information + fit u...
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MATLAB
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93
% Intraparietal stimulation disrupts negative distractor effects in human multi-alternative decision-making % Kohl, C., Wong, M.X.M., Wong, J.J., Rushworth, M.F.S. & Chau, B.K.H. % eLife 2022 % Script to generate Figure 2 - figure supplement 1a clear all; close all; clc; nPartic = 31; % nr of participants regresso...
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MATLAB
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function ChannelMat = ieeg_inchannel_curry_pom(ChannelFile) % IN_CHANNEL_CURRY_RS3: Read 3D cartesian positions for a set of points from a Curry .pom file. % % USAGE: ChannelMat = in_channel_curry_pom(ChannelFile) % % INPUTS: % - ChannelFile : Full path to the file % @===========================================...
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MATLAB
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clear Target = 'URB597'; if ispc home = [getenv('HOMEDRIVE') getenv('HOMEPATH')]; pat = 'C:\Analysis\AssemblyAnalysis\raw'; cd(pat) else home = getenv('HOME'); cd ([home '/MATLAB/MichalDataAna']) pat = [home '/raw']; end bw=0.05; offset = [-60 60]; Areas = {'HP','PFC'}; ...
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MATLAB
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function irepistruct = irepitiming(irepistruct) % irepistruct = irepitiming(irepistruct) % % See irepistructure.m for more info on the struct parameters % % $Id: irepitiming.m,v 1.2 2016/04/11 03:19:08 greve Exp $ InvFlip = 180; s = irepistruct; % copy into s for easy handling s.tEvent = []; s.EventSliceNo = []; % s...
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MATLAB
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function [Structs, Locs, LocLinks] = FetchOData(endpoint, cellIDs, includeChildren) %FetchData - Collect data from a database if includeChildren childIDs = IO.OData.FetchODataChildStructures(endpoint, cellIDs,1); cellIDs = [cellIDs; childIDs]; end cellIDs = unique(cellIDs); options ...
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MATLAB
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% Data Quality specification snippet to populate default values % and verify times are in range % axs June 2019, ERPLAB % ams Dec 2022, ERPLAB update: incl'd smaller window for short epoch(<100ms) function DQ_spec_out = make_DQ_spec(timelimits_ms) % Check and populate missing args if exist('timelimits_ms','var') == 0...
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MATLAB
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% Script to test accuracy of pattern detection for a range of simulated % pattern types close all gridSize = [10 10 20]; alphas = linspace(0.1, 1.9, 10); alphas = 0.1; betas = [0.01 10]; noiselevels = logspace(-3, 1, 9); noiselevels = 0.1; nreps = 10; %% Plane wave direction % Set plane wave properties amp_pw = 1; f...
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MATLAB
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function [Accuracy, pCorrect,Accuracyunits,pCorrectunits] = GetBinaryPosteriorProbs(FR,evt0) % Leave-one out cross-validation error (CVE) Decoder - linear decision boundaries % Aleksander Domanski PhD 2016 UoB % Input Variables: % FR: Firing rate matrix [trial time x no. trials,noUnits] % evt0: Event categor...
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MATLAB
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function [output,output2] = analyzetpstack_draw_devices(command, arg2, arg3, arg4) % ANALYZETPSTACK_DRAW_DEVICES - Register/Remove/Get draw devices % % This function Registers, Removes, or Gets the draw devices for % analyzetpstack. By being added to this list, these draw % devices are identified to analyzetpst...
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MATLAB
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classdef v_ERPDAT < handle properties ALLERP ERP CURRENTERP Count_ERP ERP_chan ERP_bin Count_currentERP Process_messg loadproper_count count_twopanels Reset_Waviewer_panel ERPset_Chan_bin_label end events ...
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MATLAB
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%==================== PlotSingleCellRaster.m ==================== % Plot raster of neural response to a single stimulus (size-distance % combination) for each neuron % %========================================================================== close all clear all %================= SET PATHS AND LOAD DATA if ismac ...
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MATLAB
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tic % starts stopwatch timer se1 = strel('disk', 1); se2 = strel('square', 1); se3 = strel('diamond', 3); r = 1; for i = 92:2:94 % reads green images (odd numbers) filename_green = strcat('ASM10_IF2_01d_12h__Stack_', num2str(i), '.tif'); info_green = imfinfo(filename_green); for j = 93:2:95 % ...
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MATLAB
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%==================== AllSizePlotSuppFig2.m ==================== % % Plot Tuning diagrams for the mean response of neurons across 100ms Stim % windows (50-150ms and 250-350ms) for all sizes % %========================================================================== close all clear all %================= SET P...
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MATLAB
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%% Extract state-space representations for each event in an OH/TOH/OHA/TOHA trial % The generated state-space representation includes paddle positions as % well as object positions, speed and values. Object IDs are included to % make trial-level tracking of objects easier. % Copyright (C) 2022 Richard Hugh Moulto...
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MATLAB
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function [TmtxS,iFRs,EvtLs,EvtTs,usel_out]=SelErrorTrials(fn,twin,SelectedUnits,iFRtype,trials) % Select specified cells from PFC and HC data sets & cut out trial periods % % Aleksander PF Domanski PhD UoB 2015 % aleks.domanski@bristol.ac.uk % % Corrects for mismatched unit numbers if using data generated on Blue...
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MATLAB
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%==================== ObjectHeatmapsSuppFig3.m ==================== % Plot bar graphs of the response to faces and next best object response %========================================================================== close all clear all %================= SET PATHS AND LOAD DATA if ismac Prefix = '/Volumes/n...
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MATLAB
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%% Code which contains the equations: function out = interactions out{1} = @init; out{2} = @fun_eval; out{3} = []; out{4} = []; out{5} = []; out{6} = []; out{7} = []; out{8} = []; out{9} = []; % -------------------------------------------------------------------------- function dydt = fun_eval(t,kmrgd,gammaA,gammaB,gA...
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MATLAB
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bDir = '..\data\'; dirList = {'1. ABJ','2. JHS(x)', '3. JJH', '4. KCH', '5. SYS(x)', '6. KDH','7. OSL(x)','8. KSH','11. LJJ(x)', '12. SHH(x)', '13. SJH', '15. SSK', '16. BSW', '17. KKM'}; GoodChannel = [2 3 30 6 7 28 29 8 24 25 34 35 62 37 36 63 60 39 58 41 40 57 56 11 12 23 22 15 14 13 19 20 16 17 18 43 53 54 4...
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function varargout = TDT_SetupRP(mod,modid,ct,rpfile,Fs) % RP = TDT_SetupRP(mod,modid,ct,rpfile,[Fs]) % [RP,status] = TDT_SetupRP( ... % % where mod is a valid module type: 'RZ5','RX6','RP2', etc.. % modid is the module id. default is 1. % ct is a connection type: 'GB' or 'USB' % rpfile is the full path ...
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MATLAB
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function [corr_mat, bvgc_mat, mvgc_mat, bvgc_value, mvgc_value, ... bvgc_pvalue_mat, mvgc_pvalue_mat, ... bvgc_fstat_mat, mvgc_fstat_mat] = ... compute_corr_mat_and_gc_mat (sigma_sim, gcLags, ... plotFlag, constantFlag, fstat_effect_set) if nargin < 3 plotFlag = 0; end if nargin < 4 consta...
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MATLAB
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function [session_info] = read_matfiles_taste(taste) % READ_MATFILE_FOLDER read the sessions for a specific taste % INPUT: % taste: (str) the taste string: sweet, sour, salt % OUTPUT: % session_info: the table of all session matfiles % Get the names of all the matfiles data_path = util.get_paths().data_not_versione...
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MATLAB
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function [] = test_lasso() clc; clear; close all; %% Set algorithms if 0 algorithms = gd_solver_list('ALL'); else algorithms = {'APG-TFOCS-BKT', 'CD-LASSO', 'FISTA', 'ADMM-LASSO'}; %algorithms = {'APG-TFOCS-BKT', 'FISTA', 'ADMM-LASSO', 'CD-LASSO'}; end...
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MATLAB
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%% This is a demo script to setup variables and run unmixing of lambda stack images. clc clear all close all rng(5,'twister') %% Load toolbox and data toolbox = 'toolbox'; addpath(genpath(toolbox)) % Choose one data set. Remove %{ & %} to uncomment one dataset of interest. % 1. smFISH mouse tissue %{ filename = '...
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MATLAB
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function [ hubscore, hubs] = get_hub_score_bin_und(mat,hubdeff,prcnthub) % various ways to determine which nodes might be hubs, but the binarized % version of network functions, which makes some network functions redunant % and makes some definitions slightly different than the original papers if nargin<2 hubdeff =...
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MATLAB
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function [output,output2] = analyzetpstack_drift_devices(command, arg2, arg3, arg4) % ANALYZETPSTACK_DRIFT_DEVICES - Register/Remove/Get drift devices % % This function Registers, Removes, or Gets the drift devices for % analyzetpstack. By being added to this list, these drift % devices are identified to analyz...
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MATLAB
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function [M0, unmixed, image6d, lambda] = main_FCLSU(filename, varargin) % Function to unmix lambda stack based on Fully Constrained Linear Spectral Unmixing (FCLSU) algorithm % Perform a Linear least squares with nonnegativity constraints. % ------------------------------------------------------------------------- % I...
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MATLAB
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% Function to set up time-varying spatiotemporal patterns to test optical % flow calculations and pattern detection methods clearvars close all nx = 20; ny = 22; nt = 20; [x, y, t] = meshgrid(1:nx, 1:ny, 1:nt); % Optical flow parameters alpha = 0.5; beta = 1; % Pattern detection parameters params.maxTimeGapSteps = ...
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MATLAB
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%% Dartel warp clear W matlabbatch Subjs = getSubjects; sel = listdlg('ListString',Subjs); Subjs = Subjs(sel); for i = 1:length(Subjs) D = dir(fullfile(getSubpath('STRUCTURALS',Subjs{i}),'sc*')); for j = 1:length(D) W.images{j}{i,1} = fullfile(getSubpath('STRUCTURALS',Subjs{i}),D(j).name); end e...
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MATLAB
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function [params_group] = getPriorVariance(params_group, prior_setup) H = double(params_group.H(:)); D = numel(params_group.T) + 1; % order R = size(params_group.V,2); % rank NS_total = 0; for ss = 1:D if(ss == 1) % NS_total = NS_total + prior_setup.V.N_scales; else %T{ss-1} NS_total = ...
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MATLAB
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function [output,output2] = analyzetpstack_active_draw_devices(command, arg2, arg3, arg4) % ANALYZETPSTACK_ACTIVE_DRAW_DEVICES - Add/Remove/Get draw devices % % This function Registers, Removes, or Gets the draw devices for % analyzetpstack. By being added to this list, these draw % devices are identified to an...
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MATLAB
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function slope = getSlope(result, stimLevel) % function slope = getSlope(result, stimLevel, unscaled) % This function finds the slope of the psychometric function at a given % performance level in percent correct. % % result is a result struct from psignifit % % stimLevel is the stimuluslevel where to evaluate the slop...
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MATLAB
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function [mti2,starttime] = tpcorrectmti(mti, filename,globaltime) % TPCORRECTMTI - Correct NewStim MTI based on recorded times % % [MTI2,STARTTIME] = TPCORRECTMTI(MTI, FILENAME, [GLOBALTIME]) % % Returns a time-corrected MTI timing file given actual timings % recorded by a Plexon machine (exported Events). % % The F...
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MATLAB
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function img = computeColor(u,v) % computeColor color codes flow field U, V % According to the c++ source code of Daniel Scharstein % Contact: schar@middlebury.edu % Author: Deqing Sun, Department of Computer Science, Brown University % Contact: dqsun@cs.brown.edu % $Date: 2007-10-31 21:20:30 (Wed, 31 Oct ...
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MATLAB
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function [plotOutput, plotStats] = dose_response_subplot(inData,cluster, cluster2Plot,xValues, yTitle, xTitle, xTitleMod) % This function takes the force-response matrix data from the % dose_responseSort() function, sorts them based on cluster group, and % plots them if size(cluster2Plot,1)==0 warning('The...
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MATLAB
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function NextTrialID = TrialFcn_aversive_SanesLab(TRIALS) %Custom function for SanesLab epsych %For use with: Aversive GO-NOGO tasks % % NextTrialID is the index of a row in TRIALS.trials. This row contains all % of the information for the next trial. % % Updated by ML Caras Jul 22 2016 global USERDATA ROVED_PARAMS PU...
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MATLAB
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% Modified Cardinal Spline basis functions proposed by % % Sarmashghi, M., Jadhav, S. P., & Eden, U. (2021). Efficient Spline Regression for Neural Spiking Data. bioRxiv. % % Modified by Kenneth Latimer from Repository: % https://github.com/MehradSm/Modified-Spline-Regression % by Mehrad Sarmashghi % % inpu...
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MATLAB
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function calculated_baseline = baseline_code(signal, region_mask, neg_peaks, water_regions) % BASELINE_CODE Calculates baseline for a given signal. % calculated_baseline = baseline_code(signal, region_mask, neg_peaks, water_regions) % % Inputs: % signal - The input signal vector % region_ma...
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MATLAB
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function image_noise = NoiseExtract(Im,qmf,sigma,L) addpath('/Users/jiamengpu/Downloads/CameraFingerprint/Filter/') % function image_noise = NoiseExtract(Im,qmf,sigma,L); extracts noise signal that is locally Gaussian N(0,sigma^2) % Input: % Im, 2-D noisy image matrix, % qmf, Scaling function of an ...
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MATLAB
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%function FM_sweep_testing() % close all; clear all clc %---FLAGS---% sub = 2; % Setup sound parameters AMdepth = 1; AMrate = 32; AMphase = 0; StimulusDur = 1000; NumCycles = 3; dBSPL = 50; % Define RCX file handles.RPfile = 'C:\gits\epsych\UserFiles\SanesLab\RPVdsCircuits\Sandbox\JDY\AMRate_TemporalIntegration_buf...
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MATLAB
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function TRIALS = TrialFcn_IncrReward_LOMBER(TRIALS) % TRIALS = TrialFcn_IncrReward_LOMBER(TRIALS) % % Increases reward size (within bounds) with consecutive hits. % % A miss resets the reward size to a minimum specified value. % % See inline comments for more details. % % Daniel.Stolzberg@gmail.com 11/2015 % persist...
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MATLAB
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% PURPOSE: saves or loads the ERPLAB working memory to another location % % FORMAT % % working_mem_save_load(save_or_load) % % INPUT % % save_or_load - 1 for save; 2 for load % % OUTPUT % % Mat-file .erpm written to disk, or memory structure loaded. % % *** This function is part of ERPLAB Toolbox *** % Author:...
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MATLAB
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clear Target = 'LONG'; clear Av warning ('off') if ispc pat = 'C:\Analysis\AssemblyAnalysis\raw\'; patRes = [pat , 'MixedSelectivity\DelayDecodingCrossTemporal\1000bsWithErrors\']; elseif ismac % pat = '/Volumes/HDD2/DNMTP/raw/'; pat = '/Volumes/Akasa/Bristol/AssemblyAnalysis/raw/'; patRes = [pat ...
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MATLAB
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function RUNTIME = ep_TimerFcn_RunTime(RUNTIME, AX) % RUNTIME = ep_TimerFcn_RunTime(RUNTIME, RP) % RUNTIME = ep_TimerFcn_RunTime(RUNTIME, DA) % % Default RunTime timer function % % Daniel.Stolzberg@gmail.com 2014 % Copyright (C) 2016 Daniel Stolzberg, PhD for i = 1:RUNTIME.NSubjects % Check ...
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MATLAB
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function [results] = spkHistPrior3(params, results, spkHistPrior_setup) % i.i.d non-mean Gaussian over spike history coefficients & constant K = size(params.B,1); w_mu_idx = 1; w_sig_idx = 2; H = double(params.H); w_mu = H(w_mu_idx); log_w_sig = H(w_sig_idx); if(K > 0) b_mu_idx = 2 + (1:K); b_sig_idx = 2...
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MATLAB
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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_eyth(...
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MATLAB
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function [CVE, pClass1] =DecodeCVEunivariate(FR,evt0,reg) % Leave-one out cross-validation error (CVE) Decoder % Aleksander PF Domanski PhD UoB 2016 % aleks.domanski@bristol.ac.uk % % Reports binary classification strength between two outcomes across time % % Input Variables: % FR: Firing rate matrix [tim...
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MATLAB
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function Spikes = pp_sort_session( subject, session, Spikes ) % % pp_sort_session( subject, session) % Loads Phys struct to run data through UMS spike sorting algorithm, and % creates the main output Spikes.clustered, which contains all relevant % sorting info and results from UMS. Note: Spikes.sorted is c...
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MATLAB
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function out = convert_1x21_to_3x3x3x3(in) % function out = convert_1x21_to_3x3x3x3_cvx() % if size(in,1) == 21 in = in'; end % here we remove all scaling factor used for the voigt format xxxx = in(1); yyyy = in(2); zzzz = in(3); f = sqrt(2); xxyy = in(4) / f; xxzz = in(5) / f; yyzz = in(6) / f...
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MATLAB
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function [tiff_stack_1, tiff_stack_2, nx, ny, info, framenumber] = Func_Tiff_Stack_Organoids(filename) framenumber=1; info=func_ext_uli_sifread2(filename, framenumber); %getting info from sif file Tifs=[filename(1:end-4) '.tif']; dis...
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MATLAB
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function [EI,Pth,Qthth] = lme_EI(X,Zcols,W,CBhat,SIGMA,L,phi,ni) % [EI,Pth,Qthth] = lme_EI(X,Zcols,W,CBhat,SIGMA,L,phi,ni) % % Expected information matrix for the restricted log-likelihood. % % Input % X: Ordered design Matrix (according to time for each subject). % Zcols: Vector with the indices of the colums of X th...
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MATLAB
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%%We first calculated the mean and SD for each electrode at each time point % across training trials. The data for training and test were separately % normalized by subtracting the mean and then dividing the SD % Author: Guanghui ZHANG && Steven Luck % Center for Mind and Brain % University of California, Davis,...
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MATLAB
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% part of https://github.com/LudgerS/MRSartifactRemoval % % Generates the figure shown in MRSartifactRemoval.pdf function plotFitAndPhaseCorrection(specAxis, spectrumOrignal, spectrumFinal, startingLine, fittedLine, displayRange, fileName) % default font sizes and line width displayScaling = 2; set(0,'Default...
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MATLAB
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function [Problem] = group_lasso_problem(A, b, group, lambda) % This file defines the group lasso (least absolute shrinkage and selection operator) problem. % % Inputs: % A dictionary matrix of size dxn. % b observation vector of size dx1. % group group id for "n" elements, ...
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MATLAB
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%----------------------------------------------------------------------- % Job saved on 08-Aug-2019 12:00:18 by cfg_util (rev $Rev: 7345 $) % spm SPM - SPM12 (7487) % cfg_basicio BasicIO - Unknown %----------------------------------------------------------------------- clear matlabbatch subjfolder = dir('F:\fMRI_QC\fm...
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MATLAB
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%This is a function that gets as input the flick data and then outputs %response time, amplitude and direction.Created by Haleh Fotowat. function [resp_time, Pmax, Pmin, PmaxminR, resp_amp, pm_amp, resp_dir,tail_dir_s,resp, pm_amp_isi,resp_dir_isi, resp_isi, resp_amp_isi, resp_time_isi,time_window] = quant_behav(flicks...
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MATLAB
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function [output,output2] = analyzetpstack_active_drift_devices(command, arg2, arg3, arg4) % ANALYZETPSTACK_ACTIVE_DRIFT_DEVICES - Add/Remove/Get drift devices % % This function Registers, Removes, or Gets the drift devices for % analyzetpstack. By being added to this list, these drift % devices are identified ...
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MATLAB
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function ccep_plot_av(average_ccep,tt,n1_peak_sample, n1_peak_amplitude,average_ccep_names,... channel_names,good_channels,myDataPath,bids_sub,bids_ses,bids_task,bids_runs,params) % % function ccep_plot_av(average_ccep,tt,n1_peak_sample, n1_peak_amplitude,average_ccep_names,... % channel_names,good_channels,m...
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MATLAB
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function [ motifM, aMat, cMat, pMat, dMat, odMat ] = comm_motif_und(cij,ca,nullModel) % function to get community motifs, assortative, core-periphery, and % dissassotative, as in https://www.nature.com/articles/s41467-017-02681-z % % INPUTS: % cij original data (nans will be converted to zeros) % ca...
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MATLAB
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function createSpiralProblem(filename) % This function creates tissue of a single consistent property, then fills % it with fibrotic occlusions of the requested density. % Define the diffusion tensor D = [ 3, 0; 0, 3 ]; % Fibre-biased conduction % Define the physical size of the problem (in centimetres) Lx = 6; Ly...
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MATLAB
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% PURPOSE : swap left and right channel location to create a mirrored scalp map. % If you do not specify channel indices for left and right the swapLRbrain.m will use splitbrain2.m to get them. % % FORMAT : % % ERP = erp2contraipsi(ERPout, ERP) % % % INPUTS : % % ERPout - input ERPset % ERPo...
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MATLAB
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function [ s, gen_p1, gen_p1g2, gen_p2g1 ] = GenRandSeq( L, p ) %GENRANDSEQ is a simple function generating a random sequence from %specified theoretical (events or transitions) probabilistic rules. % - "L": a Nx1 vector (with N being the number of chunks) specifying the % length of the chunks % - "p": a Nx...
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MATLAB
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function C = TrialFcn_BarSweep(C) % C = TrialFcn_BarSweep(C) % % For use with EPhysController experiments % % Uses Psychtoolbox to generate light bar sweeps across a monitor % % persistent PresWin ScreenRect ifi % angle; rate; contrast; barwidth; monitorID ind = strcmp('Stim.angle', C.writeparams); angle = C...
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MATLAB
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%% Load data load(fiber_distribution.builtin.data_path('ugrenovic2016_data.mat')); load(fiber_distribution.builtin.data_path('garven1962.mat')); %% Data extraction and Reorganization % Organizing Ugrenovic dataset in Percentage VS D-AGE D = [d_vs_gratio_09yo_sciatic(:,1); d_vs_gratio_18yo_sciatic(:,1); ... ...
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MATLAB
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function [n_data, n_data_conf, est_conf_tmp, est_p1_tmp, IO_p1_tmp, ... IO_MAP_p1_tmp, IO_conf_tmp, trials_resp_TP, trials_resp_conf, s, ... all_RT, all_RT_conf, p1_mean, conf_p1] = ... load_extract_ratings(fn_test, remove_missed_resp, in) % Load the rating data and extract useful information. % % Whe...
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MATLAB
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% compute_gdd_standalone % % function [gdd_star,t_star,t_upperbound]=compute_gdd_standalone(A1,A2) % % Computes the graph diffusion distance between two connectivity % matrices % % Inputs : % A1, A2 - symmetric NxN matrices representing the edge weights % % Outputs % % gdd_star - the graph diffusion distance % t_star ...
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MATLAB
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function [test_error,export_outputs,hidden_r,lag,err_ant,ant_lck] = dlRNN_evolve(net,input,target,act_func_handle,learn_func_handle,transfer_func_handle,tolerance) clear plot_stats; pass = 1; stats_cnt = 1; test_error = Inf; [cm] = TNC_CreateRBColormap(1024,'rb'); cost = 500; w_var = 0.25...
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MATLAB
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%% Parametmers % datadir = 'D:\KingKong_Cloud\BIG_DATA\JULIA\TANKS'; datadir = 'D:\KingKong_Cloud\BIG_DATA\DELORES\TANKS'; sevevnt = 'Strm'; trodes = {1:4}; % trodes = {1:4; 5:8}; % trodes = {1:4; 5:8; 9:12}; % read from excel sheet blocksheet = 'D:\KingKong_Cloud\BIG_DATA\DELORES\DELORES_TankMap_ALL.xlsx'; % bloc...
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MATLAB
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clear all; addpath('~/-pimmos/decoding/'); % Gives me: X (labels), Y (data), time tmp = load('../testdata_orientation.mat'); Y = tmp.Y; % Y: features x time x trials X = tmp.X'; time = tmp.time; label = tmp.label; numF = size(Y, 1); numT = size(Y, 2); numN = size(Y, 3); phi = X * (180/8); % Prese...
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MATLAB
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function [ev,lb,ub] = rpv_contamination(N, T, RP, RPV ) % UltraMegaSort2000 by Hill DN, Mehta SB, & Kleinfeld D - 07/09/2010 % % rpv_contamination - get range of contamination % % Usage: % [ev,lb,ub] = rpv_contamination(N, T, RP, RPV ) % % Description: % Estimates contamination of a cluster based on refractory per...
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MATLAB
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function output = performanceElements(filePath,dataFiles) %% %function output = performanceElements(path,dataFiles) %% for session=1:size(dataFiles,1) %for all given sessions load(fullfile(filePath,dataFiles(session,:))) %load session data sequenceID = cell2mat(res.allPerformedSequences(:,2)); %logical ...
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MATLAB
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function [mvpc] = buildMVPCstruct(ALLBEST,relevantChans,nIter,nCrossBlocks,DataTimes,equalT,classcoding,method) mvpc = []; %empty mvpa if nargin < 1 mvpc.mvpcname = ''; mvpc.filename = ''; mvpc.filepath = ''; mvpc.electrodes = 1:length(ALLBEST.chanlocs); mvpc.chanlocs = ALLBEST.chanlocs; ...
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MATLAB
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function [aux,En,Sn,Snv,u,uExp]=FEM(BC,C,En,Set,Sn,X,X0) %d,dim,E,h,Set,Tx,Ty,Tz,v) % Solves Forward problem using FEM. % Assumed (fully or partially) constrained problem. % INPUT: % E v % En(e,gp,:) = Previous strains of element e at gauss point gp. Exx,Eyy, Eyy, Exy,Exy,Exz,Eyz % Sn(e,gp,:) = Previous stresse...
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MATLAB
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function handles = populateLoadedTrials_SanesLab(handles) %Custom function for SanesLab epsych % %This function populates the trial filter table, and the reminder trial %info table. It also gets and saves the java handle for the trial filter %table. % %Inputs: % handles: handles structure for GUI % %Outputs: % han...
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MATLAB
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function [T_Cells_F_nosub, T_Cells_DF_nosub ]= Func_TimeCourse(msknum, t,tiff_stack_2,tiff_stack_1,mskNrn,framenumber) T_Cells_DF_nosub= zeros(msknum-1 , length(t)) ; T_Cells_F_nosub= zeros(msknum-1 , length(t)) ; fprintf('\n'); str = ['......making TCs, progress...%% '] ; fprintf(str); ...