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MATLAB
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79
function Xk = nufft_table_adj_split(st, X, order, flips, om) %|function Xk = nufft_table_adj_split(st, X, order, flips, om) %| adjoint of table-based nufft interpolation. %| in %| st structure from nufft_init %| X [M,nc] DTFT values (usually nc=1) %| order 0|1 0th or 1st-order interpolation %| default is 0 for bac...
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MATLAB
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62
% % Test program for mean ECG beat extraction. % % Dependencies: The baseline wander and ECG filtering toolboxes of the Open Source ECG Toolbox % % Open Source ECG Toolbox, version 1.0, November 2006 % Released under the GNU General Public License % Copyright (C) 2006 Reza Sameni % Sharif University of Technol...
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MATLAB
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68
function MakeContours(xSPM) % simple routine to save the contours of activated clusters as a binary % image from the current plotted data (i.e. using xSPM) % % the routine uses a simple cube as structuring element for the dilation % so the output is roughly of the specified contour size % % Cyril Pernet 26 Dec 2013 i...
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MATLAB
2,085
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function density = point_set_packing_density(points) %POINT_SET_PACKING_DENSITY Density of packing given by minimum distance of a point set % %Syntax % density = point_set_packing_density(points); % %Description % DENSITY = POINT_SET_PACKING_DENSITY(POINTS) does the following: % 1) finds the minimum Euclidean distance...
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MATLAB
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function next_state = markov_model_next_state_gen(STM, current_state) % markov_model_next_state_gen - Generate next state from current state using a state-transition matrix for first-order Markov model. % % This function generates the next state from the current state based on a % provided state-transition matrix (STM)...
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MATLAB
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function [MIxy RMIxy1 RMIxy2 RMIxy3]=kernlden2d(x,y,pnts) %__________________________________________________________________________ % Usage: calculations of two dimensions kernel density and mutual % information by kernels. % Inputs: % y and x are vertical vectors of time series. % pnts is number of points...
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MATLAB
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function summarize(obj) %SUMMARIZE Summarize a JRCLUST session's results if ~isfield(obj.res, 'spikeTimes') return; end if obj.isDetect nSpikes = numel(obj.res.spikeTimes); countsPerSite = cellfun(@numel, obj.res.spikesBySite); [minCount, argMin] = min(countsPerSite); ...
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MATLAB
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function T = nufft_T(N, J, K, tol, alpha, beta, use_true_diric) %function T = nufft_T(N, J, K, tol, alpha, beta, use_true_diric) %| %| Precompute the matrix T = [C' S S' C]\inv used in NUFFT. %| This can be precomputed, being independent of frequency location. %| %| in %| N # signal length %| J # of neighbors %| K ...
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MATLAB
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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MATLAB
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% Copyright (c) 2008-2026 the MRtrix3 contributors. % % This Source Code Form is subject to the terms of the Mozilla Public % License, v. 2.0. If a copy of the MPL was not distributed with this % file, You can obtain one at http://mozilla.org/MPL/2.0/. % % Covered Software is provided under this License on an "as is" %...
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MATLAB
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function inputExperimentSegmentation() % Prompts the user for time segment data and stimulation times, and saves % them to a file called experimentSegmentation.mat in a subdirectory called % configFiles. % The input format has to be a matrix with rows representing experiments % and columns representing times. In...
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MATLAB
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function [Bx_tot, By_tot, Bz_tot] = pointsBfield(Q,R0,Pts) %Sanitization of input sizQ = size(Q); sizR0 = size(R0); sizPts = size(Pts); assert(sum(sizQ == sizR0) == length(sizQ), 'Dipole and position arrays do not match in size'); assert(length(sizQ) == 1 || length(sizQ) == 2); assert(sizPts(2) == 3); %Constants mu_...
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MATLAB
2,090
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function controlfilename = createLCmodel_control_ws(metabname,l1,l2,l3) controlfilename=[metabname '.CONTROL']; % create .CONTROL file for LCModel disp(['Creating file ' metabname]); disp(' ') fileid=fopen(controlfilename,'w'); fprintf(fileid,' $LCMODL\n'); fprintf(fileid,[' TITLE=''DYSTONIE''\n']); fprintf(fileid,[...
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MATLAB
2,092
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function cellcount_withrepeat20220316 %%% ƒq[ƒgƒ}ƒbƒv0~5(‰½‰ñ“–‚Ă͂܂Á‚½‚©)‚»‚ꂼ‚ê‚̉ðÍ %%% ‚»‚ꂼ‚ê‚̃q[ƒgƒ}ƒbƒv‚̈ê”Ô‘å‚«‚È’lorãˆÊ1/4‚Æ‚©‚Å‚»‚̍זE‚ÌŒJ‚è•Ô‚µŽž‚Ì”­‰Î•p“x‚ðŒvŽZ‚·‚éB path='C:\Users\C238\CheetahWRLV20220213\touchcellLtRt_Hirokane'; MSN=0; modBgracount=0; mod98count=0; modRrepcount=0;...
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MATLAB
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clear; close all; clc; type = 'Normal'; switch(type) case 'Normal' pth = 'J:\ECGData\Normal'; fs = 128; segstart_list = 0 : 60 : 30*60; % segstart_list = 0 : 600 : 12*3600; diff_h = 2;%load DifferentiatorImpulseResponse01 diff_h seg_len = 10; case 'Arrhythmia' p...
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MATLAB
2,092
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function [binary weighted]=threshold_shortest_paths(w,type) %transform a weighted (direct or undirected) network in binary via shortest path identification using %Dijkstra's algorithm %adopted from Dimitriadis et al. Tracking brain dynamics via time-dependent %network analysis, Neuroscience Methods, 2010 %...
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MATLAB
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function [index, rank, y] = sqi_power_fluctuation(x, w, varargin) % sqi_power_fluctuation - Signal quality index based on the fluctuation of the signal power over a sliding window. % % Usage: % [index, rank, y] = sqi_power_fluctuation(x, w, ranking_mode, plot_mode) % % Inputs: % x: Input signal matrix with d...
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MATLAB
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67
% Authors : Tatjana Schmitt & Simon Wadle 2019-2023 %function reads tiff stacks and scales pixels down to end size function resized_image = tiff_stack_resize_block_process(input_stack, end_size) [rows, columns, stack_sz] = size(input_stack); block_size = [rows/end_size(1,1), columns/end_size(1,2)]; single_blo...
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MATLAB
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58
classdef pl2ch_wc_reader < handle properties sr max_segments opened_file segmentLength open_file t0_segments end methods function obj = pl2ch_wc_reader(par, raw_filename) load('pl2_meta_data.mat','sr','lts','channel...
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MATLAB
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55
function [valindSQI, indSQI] = SQI4(x, Fs) % % [valindSQI, indSQI] = SQI4(x, Fs) % Channel selection based on spectral energy ratio % % Fahimeh Jamshidian Tehrani, % jamshidian.t@cse.shirazu.ac.ir, % fahimeh.jt@gmail.com % February 2020 % % input: % x: input JADE component of fetal ECG record % Fs: sampling Freque...
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MATLAB
2,096
54
% ConnectionMat.m is a function generating connetivity matrices % Input: % N_Post,NnPost,Size_Post: number, index projection, and grid size of % presynaptic neurons % N_Pre,NnPre,Size_Pre: Same for postsynaptic neurons % Peak_EE: Peak connectivity prob % ...
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MATLAB
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function dhat=akerd(x,pts,plotit) %dhat=akerd(x,pts,plotit) % % Computes an adaptive kernel density estimate for univariate data, % using expected frequency as initial estimate of density (See Silverman, 1986). % % Matlab adaptation of R functions from Rand Wilcox: % akerd, rdplot & near % see Wilcox, R. R. (2012). Int...
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MATLAB
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function [xn, yn, cn, xi, yi,p] = plot_fieldmaps_LR(vals, lay, ax) % if isempty(ax) % ax = gca; % end % Plots field map on top of layout. % c = Nx1 vector (where N = number of channels) % addpath('R:\Matlab_files\fieldtrip-20190212\') % addpath('R:\Matlab_files\fieldtrip-20190212\plotting\') % Pick layout ...
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MATLAB
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%number of cross validation iterations function cross_validation_TBM(matter) T = 1000; %number of cross-validation iterations %cluster if isequal(matter,'WM') cd classifications/WM/ elseif isequal(matter,'GM') cd classifications/GM/ elseif isequal(matter,'WM_unmodulated') cd classification...
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MATLAB
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function signal_eventcancelled = EventCanceller(signal, event, event_indexes) % % stacked_events = EventCanceller(signal, event, event_indexes) % Synchronous event canceller from input vectors and event indexes. This % function is useful for stacking ECG beats or event related potentials % from the R-peak locations or ...
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MATLAB
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56
clear close all % Obviously this needs to point to your data (Siemens MP(2)RAGE with 3D-FatNavs) rawDataFile = '/home/scedg10/mydata/testdata/meas_MID132_mp2rage_FN600b_FatNav_06mm.dat'; % And wherever you installed the Retro-MoCo-Box run('~/retroMoCoBox/addRetroMoCoBoxToPath.m') % And SPM 12 addpath('/cubric/softw...
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MATLAB
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67
function [on,off,dur,auc,cog,mgfp,ndiff] = RaguMSOnOffsets(MSClass,n,MSFit,gfp,NoCenter) % Copyright 2009-2011 Thomas Koenig % distributed under the terms of the GNU AFFERO General Public License fig = gcf; on = nan(size(MSClass,1),size(MSClass,2),n); off = nan(size(MSClass,1),size(MSClass,2),n); dur = nan(size(...
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MATLAB
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function [ha, pos] = tight_subplot(Nh, Nw, gap, marg_h, marg_w) % tight_subplot creates "subplot" axes with adjustable gaps and margins % % [ha, pos] = tight_subplot(Nh, Nw, gap, marg_h, marg_w) % % in: Nh number of axes in hight (vertical direction) % Nw number of axes in width (horizontaldirection...
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MATLAB
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function flag = contains(input_string,string_to_match,varargin) % % sl.str.contains(s1,str_to_match,varargin) % % Checks if one string can be found in another string. % % Inputs: % ------- % input_string: char % string_to_match: char % % Optional Inputs: % ---------------- % location: (default 'anywhe...
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MATLAB
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function [y,W,A] = spectral_component_analysis_dft(x,fl,fu) % spectral_component_analysis_dft - Spectral component analysis (SCA) using % a Fourier domain approach. Extracts and ranks linear mixtures of % multichannel data with maximal energy in a given frequency band. % % Usage: % [y,W,A] = spectral_component_...
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MATLAB
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function [ellisx,ellisy,rmax,xo,yo,prob]=cluster(y,n1,n2,JXi,JYi,jn,ZXi,ZYi,zn,de); m=mean(y); xo=m(1);yo=m(2); ss=cov(y); s=inv(ss); count=1;ellisx=[];ellisy=[]; %calcolo delle distanze fra i punti rispetto al centroide dell' ellisse j=sqrt(-1); AA=y(:,1)+j*y(:,2); n=size(y); n=n(1); if n==1 DD=0; else...
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MATLAB
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% NIPALS function [lmat,smat]=autovettori(x); [r,c]=size(x); xt=x; t=0; %era0 vp=[]; vartot=sum(sum(x.^2)); while t<2 t=t+1; ss=sum(xt.^2); [a,b]=sort(ss); xmax=xt(:,b(c)); s=xmax'*xmax; diff=1000; while diff>0.0000001 rmax=xmax'*xt/s; rmaxsq=rmax*rmax'; rmax=rmax/sqrt(rmaxsq); xmax=xt...
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MATLAB
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classdef SortController < handle %SORTCONTROLLER Handle for sorting spikes into clusters using Rodriguez-Laio properties (Access=private, Transient) rhoCK; % CUDA kernel for rho computation deltaCK; % CUDA kernel for delta computation hCfg; % Config object ...
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MATLAB
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function y = linear_warp(x, L) % linear_warp - Linear time warping of vectors/matrices to arbitrary lengths % y = linear_warp(x, L) % Linear time warping of vectors/matrices to arbitrary lengths. % % Inputs: % x: input vector or matrix % L: length or size of the output vector/matrix % % Output: % y: time-warp...
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MATLAB
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function parcel_final=senpai_separator(senpai_seg,cIM,somas) % senpai_separator: % takes the result of a k-means clustering performed by % senpai_seg_core and produces separated segmentations of single % neurons. The program is intended to be used when the segmentation % produced on low-ma...
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MATLAB
2,120
74
function CV=plsldamccv(X,y,A,N,ratio,method,weight,OPT) %+++ Monte Carlo Cross Validation for PLS-LDA %+++ Input: X: m x n (Sample matrix) % y: m x 1 (measured property) % A: The max PC for cross-validation % N: The number of Monte Carlo Simulation. % ratio: The ratio of...
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MATLAB
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function updateFigCorr(obj) %UPDATEFIGCORR Plot cross correlation if isempty(obj.selected) || ~obj.hasFig('FigCorr') return; end plotFigCorr(obj.hFigs('FigCorr'), obj.hClust, obj.hCfg, obj.selected); end %% LOCAL FUNCTIONS function hFigCorr = plotFigCorr(hFigCorr, hClust, hCfg, selected) %...
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MATLAB
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function stSub = extractEventST(st,on,off,flag) % Extract spike times within a specified event time range % % stSub = extractEventST(st,on,off) % % Description: This function will take inputs of spike times and the start % and end times for an event, and return a vector of spike times that occur % within the eve...
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MATLAB
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% Compute tuning curve from only 4 angles function [AnglePlot,TuningCurveTrunc,TunCurColor,PreferAng] = TuningCurve(... TruncList,AngleList,FrTunCurveRawDataAll,... x,y,AngleAll,NPixX,NPixY,cmap) FrPixsAll.S = zeros(8,length(TruncList),length(AngleList)); FrPixsAll.C = zeros(8,length(TruncList),length(Angle...
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MATLAB
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function y = BPFilter5(x,fc,bw,order) % % y = BPFilter5(x,fc,bw,order), % Zero-phase bandpass filter using CIC filter % % inputs: % x: vector or matrix of input data (channels x samples) % fc: normalized center frequency % bw: normalized bandwidth % order: CIC filter order % % output: % y: vector or matrix of filtered ...
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MATLAB
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function [ output_args ] = plot_summary_dim_proj_over_ses_type(p, mean_proj_a, mean_proj_e, dim_vars_ses, dim_ves_ses, saveFigs,out_dir) %% lims = [-3 8]; n_dims = 5; cols = chooseColors; rep_mean_a = squeeze(mean(cat(4,mean_proj_a{:}),4)); rep_mean_e = squeeze(mean(cat(4,mean_proj_e{:}),4)); r...
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MATLAB
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function ys = ifftn_fast(xs) %function ys = ifftn_fast(xs) %| %| For some reason, matlab's ifftn routine is suboptimal %| for the case of 2D FFTs, at least on some machines. %| The improvement herein was found by Hugo Shi. %| %| Note: matlab's ifft() and ifftn() handle an optional second "N" argument in %| different w...
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MATLAB
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function [unmixData]=sf_unmixing_63xG_220823ref(fn) % load xycz image [Data,Scale,dim,metadata]=mnl_Load4Dimage; for i=1:size(Data, 3) Data_ch(i).Data=Data(:,:,i,:); Data_ch(i).Data=squeeze(Data_ch(i).Data); Data_ch(i).Data=double(Data_ch(i).Data); end %% reference matrises 20x sequential %for ex...
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MATLAB
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function [ acc,ae_dim,weights ] = get_ae_decoding_dim_time_independent( p,t_pool_av,t_pool_err,n_rep,n_tr,tone_idx) % - train one decoder for all time steps (sample time point per trial) % - function for decoding ae based on collection of a and e trials % - trials might be expressed in subspaces / null...
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MATLAB
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function [B,G] = sgolay(k,F,varargin) %SGOLAY Savitzky-Golay Filter Design. % B = SGOLAY(K,F) designs a Savitzky-Golay (polynomial) FIR smoothing % filter B. The polynomial order, K, must be less than the frame size, % F, and F must be odd. % % Note that if the polynomial order K equals F-1, no smoothing % ...
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MATLAB
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function [unmixData]=sf_unmixing_20xG_220821ref(fn) % load xycz image [Data,Scale,dim,metadata]=mnl_Load4Dimage; for i=1:size(Data, 3) Data_ch(i).Data=Data(:,:,i,:); Data_ch(i).Data=squeeze(Data_ch(i).Data); Data_ch(i).Data=double(Data_ch(i).Data); end %% reference matrises 20x sequential %for ex...
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MATLAB
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% Matlab function that for some levels of noise and a number of repetition % is reading the csv noisy signals (used for GP-filitering) and filters them % via wavelet matlab method and produces the corresponding csv files % containing the waveled-filtered results. clear all; close all; clc %--------------------------...
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MATLAB
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%% Iterations of LDE: Use precomputed function to determine output of a cell type % Input: L4EmeshX, L4ImeshY Domain of precomputed functions % LDEFrfuncS Function of cell type Q, including ort, obl, opt % L4EUse,L4IUse All input L4E L4I % LDEUse Just for output formali...
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MATLAB
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function matsuda20200210 global CCresultRtouchWon CCresultLtouchWon RpegTouchallWon LpegTouchallWon SpikeArrayWon tfile pegpatternname trimFolder2 Spike_TouchRate TouchCount pegpatternum RLRcount LRLcount Spike Spike_Bin SpikeFR_Bin TouchCountW12345 SpikeFR_5Touch_Bin RLRLRcount LRLRLcount %SpikeArray‚ÅLPegTouchA...
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MATLAB
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cd roi_diff_means/ measures = {'FA', 'L1', 'MD', 'RD'}; mask_file_pattern = fullfile(pwd, '*_mask.nii.gz'); mask_list = dir(mask_file_pattern); for i = 1 : length(mask_list) mask_base_file_name = mask_list(i).name; mask_full_path = fullfile(mask_list(i).folder, mask_base_file_name); [~, mask_name, ~] = fi...
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MATLAB
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% reference % https://stats.stackexchange.com/questions/111421/reproduce-linear-discriminant-analysis-projection-plot % # data taken from your example X = [-0.9437 -0.0433; -2.4165 -0.5211; -2.0249 -1.0120; ... -3.7482 0.2826; -3.3314 0.1653; -3.1927 0.0043; -2.2233 -0.8607; ... -3.1965 0.773...
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MATLAB
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function [T0, T1] = synchronous_phase_samples(peaks, varargin) % synchronous_phase_samples - Calculation of synchronous time instants from beat to % beat given a set of R-peaks, required for the periodic component analysis % (PiCA) algorithm. % % Usage: % [T0, T1] = synchronous_phase_samples(peaks, phase) ...
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MATLAB
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function points_x = eq_point_set(dim,N,varargin) %EQ_POINT_SET Center points of regions of EQ partition, in Cartesian coordinates % %Syntax % points_x = eq_point_set(dim,N,options); % %Description % POINTS_X = EQ_POINT_SET(dim,N) does the following: % 1) uses the recursive zonal equal area sphere partitioning algorithm...
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MATLAB
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function noise = NoiseGeneratorSimple(noisetype, NoisePower, fs, N) % % NoiseGeneratorSimple - Generate simplified noise for simulation purposes. % Note: % NoiseGeneratorSimple has been deprecated. Use biosignal_noise_gen instead.' % Syntax: % noise = NoiseGeneratorSimple(noisetype, NoisePower, fs, N) % % ...
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MATLAB
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%{ ---------------------------------------------------------------------------- Determine the time window for task relevant neurons %Start of task %Sound on %Sound off %Before choice %After choice (0sec) %After choice (1sec) %After choice (2sec) %p = 0.001 %Each epoch, predict the prior, sensory and choice...
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MATLAB
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function results = stepwise_regression(app) %UNTITLED Summary of this function goes here % Detailed explanation goes here ds = app.edt_reg_downsampling.Value; channel_idx = find(strcmp(app.popup_signal_to_predict.Value,app.popup_signal_to_predict.Items)); [data_p,ts_p,name_p, ~] = current_signal(app, channel_idx); na...
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MATLAB
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%%%Count for fluorescent cells%%% function [number] = count(image) %gaussian I_filter = im2double (image); sigma = 0.2; %default parameters hsize_r = 3; hsize_c = 3; imageycbcr = rgb2ycbcr (I_filter); lum = imageycbcr (:, :, 1); im_gaus = filter2 (fspecial ('gaussian', [hsize_r hsize_c] , sigma), lum); im...
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MATLAB
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function centers = regressCenters(sRes, spikesBySite, thresh) % Calculate regression line to select delta and rho % Hidehiko Inagako, 20160425 if nargin < 2 thresh = 0.2; end fDebug = 0; fDebug1 = 0; log10Rho = log10(sRes.spikeRho); log10Delta = log10(sRes.spikeDelta); xR...
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MATLAB
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% 2-d example of leslie greengard's gaussian kernel-based nufft R = 4; % oversampling ratio Msp = 12; % spreading parameter - the number of neighbors to spread % to in each direction M = 32; % dimension of uniform grid on which we evaluate nufft tau = 1/M/M*pi/R/(R-0.5)*Msp; % width of gaussian Mr = R*M; % s...
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MATLAB
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function results = resp_det2(app,data, thresh) %RESP_DET Summary of this function goes here % Detailed explanation goes here [b,a] = butter(1,[0.2 1]/50,'bandpass'); flt_data = filtfilt(b,a,data(:,1)); [~, locs] =findpeaks(flt_data,'MinPeakHeight', thresh*std(flt_data), 'MinPeakProminence', .3*std(flt_data)); % figu...
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MATLAB
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%%% behavioral performance % Input: MSessionExplorer of all inhibition sessions for each mouse % Output: Session-by-session summary of behavioral performance (lick info, trial number, transition info) % For each session, behavioral performance must pass the following criteria. % Criteria: ...
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MATLAB
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function [PSF,PSFleft,PSFright,XY,YZ,ZX]=mnl_CalculatePSF_3D(Im,Scale,BeadID,ColourID,foldername,figures) szI=size(Im); %% Compress X for i=1:szI(1) for j=1:szI(2) XY(i,j)=max(Im(i,j,:)); end X(i)=max(XY(i,:)); end %% Compress Y for i=1:szI(2) for j=1:szI(3) YZ(i,j)=max(Im(:,i,j)); e...
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MATLAB
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function Serr=specerr(S,J,err,trialave,numsp) % Function to compute lower and upper confidence intervals on the spectrum % Usage: Serr=specerr(S,J,err,trialave,numsp) % Outputs: Serr (Serr(1,...) - lower confidence level, Serr(2,...) upper confidence level) % % Inputs: % S - spectrum % J - tapered fourier transforms ...
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MATLAB
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function MakeMultimerProb20160824 %‘“–‚½‚è‚Å100000‰ñ‚Æ‚©‘½—ʑ̔äŠr‚ð‚µ‚ÄA‚»‚̃yƒA‚ªŒ‹‡‚ðì‚éŠm—¦‚ðŽZo‚·‚éí–@ % %”zü‚Ì•û–@@C % %‘ŠŒÝ”Fޝ‚̉ñ”‚ÅŽw’è‚·‚éê‡AC=0A×–EƒyƒA‚ ‚½‚è‚̉ñ”‚ðMatching‚ÅŽw’èB % %Œ‹‡”‚ðŽw’è‚·‚éê‡AC=1A–{”‚ÍConnections‚ÅŽw’èB‘½d•Ó‚ð‚·‚×‚ÄƒJƒEƒ“ƒg‚·‚éB % %Œ‹‡×–E‚ÌŠ„‡‚ð...
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MATLAB
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function MakeMultimerProb20160517 %‘“–‚½‚è‚Å100000‰ñ‚Æ‚©‘½—ʑ̔äŠr‚ð‚µ‚ÄA‚»‚̃yƒA‚ªŒ‹‡‚ðì‚éŠm—¦‚ðŽZo‚·‚éí–@ % %”zü‚Ì•û–@@C % %‘ŠŒÝ”Fޝ‚̉ñ”‚ÅŽw’è‚·‚éê‡AC=0A×–EƒyƒA‚ ‚½‚è‚̉ñ”‚ðMatching‚ÅŽw’èB % %Œ‹‡”‚ðŽw’è‚·‚éê‡AC=1A–{”‚ÍConnections‚ÅŽw’èB‘½d•Ó‚ð‚·‚×‚ÄƒJƒEƒ“ƒg‚·‚éB % %Œ‹‡×–E‚ÌŠ„‡‚ð...
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MATLAB
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function [Mean_Curvature,SxS,SyS,xx,Cxy] = Get_Segment_Curvature(X,Y,Min_Points_Num_Smoothing,Im) if(nargin == 4) % If an image if provided. Plot = 1; else Plot = 0; end X0 = X; Y0 = Y; N0 = length(X0); L0 = ( sum((X0(2:end) - X0(1:end-1)).^2) + sum((Y0(2:end) - Y0(1:end-1)).^2) ); %{ % X = linspace(...
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MATLAB
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function [peaks, mn, r] = peak_det_matched_filter(x, fs, h, th, fmax) % peak_det_matched_filter - R-peak detector based on a matched filter % % Syntax: [peaks, mn, r] = peak_det_matched_filter(x, fs, h, th, fmax) % % Inputs: % x: Vector of input data % fs: Sampling rate % h: Temp...
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MATLAB
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function B = expand(varargin) %EXPAND Replicate and tile each element of an array, similar to repmat. % EXPAND(A,SZ), for array A and vector SZ replicates each element of A by % SZ. The results are tiled into an array in the same order as the % elements of A, so that the result is size: size(A).*SZ. Therefore the %...
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MATLAB
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function [AUC_Table_SAVE] = entiresessionAUC(ProcessedData,setupParam,AUCParam,TrialParam,x) %delay = TrialParam.delay; BLperiod = setupParam.BLperiod; %BLstart = BLperiod(1) + delay; %BLend = BLperiod(2) + delay; ST = AUCParam.type; VN1 = {'signal' 'sigsubref' 'dFFentire_sig' 'dFFentire_sigsubref' 'Zentire_sig' 'Ze...
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MATLAB
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%%%Count for non-fluorescent cells%%% function [number] = count_noflu(image) %gaussian I_filter = im2double (image); sigma = 0.2; %default parameters hsize_r = 3; hsize_c = 3; imageycbcr = rgb2ycbcr (I_filter); lum = imageycbcr (:, :, 1); im_gaus = filter2 (fspecial ('gaussian', [hsize_r hsize_c] , sigma),...
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MATLAB
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function ok = write_label(lindex, lxyz, lvals, labelfile, subjid,space) % ok = write_label(lindex, lxzy, lvals, labelfile, <subjid>,<space name>) % % write_label.m % % Original Author: Doug Greve % % Copyright © 2011 The General Hospital Corporation (Boston, MA) "MGH" % % Terms and conditions for use, reproduction, d...
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MATLAB
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%code by Keir Yong clear all close all %% Setup figure and image matrix width_height = [500 500]; % should result in A being 400 x 400 FontSize = 180; % chosen to fit 'W' and 'Q' (largest letters) fig1 = figure('Color', 'White', 'Position', [100 100 width_height]); fig2 = figure('Color', 'White', 'Position', [100 100 ...
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MATLAB
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cd('I:\My Drive\ELYASHIV\PFC_paper_results_after_revision\per_mouse\figure_1\1d_PFC_vs_mos') clear clc %% PFC = importdata("PFC_responsive cells per exp.mat") MO = importdata("Motor_cortex_responsive cells per exp.mat") %% PFC = PFC(1:end-1,:); PFC.mouse = cellfun(@(x) x(1:6),PFC.file,'UniformOutput',false); ...
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MATLAB
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function [fid, dcmInfo_arr] = spec_read_first(dn) % function to read spectroscopy time series data from a % directory with sequentially named siemens .ima/.dcm files ext = '.dcm';ext2 = '.DCM';ext3 = '.ima';ext4 = '.IMA';ext5 = '.dic';ext6 ='.DIC'; found = 0; files = [dir([dn '/*' ext]) ; dir([dn '/*' ext2]...
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MATLAB
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function [u,uI] = uniqueWithGroupIndices(A) %unique2 Returns groupings for each unique element % % [u,uI] = sl.array.uniqueWithGroupIndices(A) % % This function is a quicker way of getting the indices which % match a particular unique value. % % INPUTS % ======================================================...
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MATLAB
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% test algorithm for ICA permutation compensation by search % UNDER TEST % Reza Sameni, Copyright 2015 % clear; close all; clc; N = 1000; L = 28; itr = 1; x1 = randn(L, N); x2 = randn(L, N); % load FetalECGDaISy load('FOETAL_ECG.dat'); data = FOETAL_ECG(:, 2:end)'; fs = 250; x10 = fastica(data(:, 1:end/2),'approach'...
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MATLAB
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%% Set Labels to Whole Raster: % Run Only After Plot_Raster_V(RASTER_WHOLE_Clean,fs); % Input % Cell of Names of Conditons % Raster Lengths % Sampling Frequency % Output % Annotation to Current Figure in Minutes function Label_Condition_Raster(Names_Conditions,Raster_Condition,fs) fprintf('>>Labeling...
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MATLAB
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function autoMerge(obj, maxUnitSim) %AUTOMERGE Automatically merge units based on their similarity scores % snr_thresh = jrclust.utils.inputdlgNum('SNR threshold: ', 'Auto-deletion based on SNR', 10); % also ask about # spikes/unit (or firing rate) @TODO if obj.isWorking jrclust.utils.qMsgBox('An op...
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MATLAB
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function Test global h dpath dname dpath=uigetdir; cd(dpath); h=ls; for n=1:length(h(:,1)) fname=strtrim(h(n,:)); if ~isdir(fname(1,:)) && ~strcmp(fname,'.') && ~strcmp(fname,'..') if ~isdir(fname) && ~strcmp(fname,'.') && ~strcmp(fname,'..') if ~strcmp(fname(1,end-4...
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MATLAB
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function coeff = eq_dist_coeff(dim,N,varargin) %EQ_DIST_COEFF Coefficient of minimum distance of an EQ point set % %Syntax % coeff = eq_dist_coeff(dim,N,options); % %Description % COEFF = EQ_DIST_COEFF(dim,N) does the following: % 1) uses the recursive zonal equal area sphere partitioning algorithm to % partition t...
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MATLAB
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function Randomizer_ShowHitCountResults(out,flag) % Copyright 2009-2011 Thomas Koenig % distributed under the terms of the GNU AFFERO General Public License figure(104); clf if (nargin == 1) flag = 0; end if flag == 0 OutData = out.TanovaHits; OutP = out.PHitCount; end if (flag == 1) OutData = o...
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MATLAB
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function [lambdaMax,nullMSE,X,y,muX,sigmaX,muY]=computeLambdaMax(X,y,weights,alpha,withConstant,standardize) constantPredictors = (range(X)==0); [X,y,muX,sigmaX,muY] = standardizeXY(X, y, weights, withConstant, standardize, constantPredictors); observationWeights = ~isempty(weights); N = size(X,1); ...
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MATLAB
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% ************************************************************************* % * Test program for generating synthetic EEG signal using Autoregressive * % * (AR) model and innovation filter. Could be used in cross-validations * % * with real EEG signal. Refer to the User Guide for further details. * % **************...
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MATLAB
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% Input % signif_frames: all active frames % EnsembleTimes: mode of ensemble instance % Ensembles_Labels: ensemble index % Output % EnsembleInterva: starting and final time for each ensmeble instance function EnsembleInterva=get_ensemble_intervals(EnsembleTimes,HebbSequence,signif_frames,Ensembles_Labels) %% ...
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MATLAB
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%Written by Andrey Vinogradov, 2021 %ADD THE CODE DIRECTORY TO MATLAB PATH [either manually or]: %addpath(genpath('your folder')); [files,path] = uigetfile('*.h5*', 'Select files for analysis','MultiSelect','on');%(filter) if iscell(files) list=cellfun(@(x) [path x], files,'UniformOutput',false); list=list';...
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MATLAB
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function [ output_args ] = applyFiltersJoint( p,thisSub ) % uses spatial filters from joint extraction to obtain dfof traces for % every session %% load data (filters from joint extraction and movie concat data) savePath = fullfile(p.rootDir,'miniscope', ['subject' num2str(thisSub)],'jointExtraction','extract...
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MATLAB
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function data_filtered = preprocess_ecg_leads_for_leadwise_features(data, fs, f_notch, Q_factor, low_pass_fre, high_pass_fre, median_window_coff, mean_window_coff) % data_filtered = preprocess_ecg_leads_for_leadwise_features(data, fs, f_notch, % Q_factor, low_pass_fre, high_pass_fre, median_window_coff, mean_...
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MATLAB
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function x = nufft_adj(X, st) %function x = nufft_adj(X, st) %| Apply adjoint of d-dimensional NUFFT to spectrum vector(s) X %| in %| X [M,(L)] %| st structure precomputed by nufft_init() %| out %| x [(Nd),(L)] signal(s)/image(s) %| %| Copyright 2003-6-1, Jeff Fessler, University of Michigan % if no arguments, then...
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MATLAB
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function [R, error] = multicluster_linear_regression_shuffle(A, n_trials) % ------------------------ no PCA------------------------------------------ % A = A'; % N = round(size(A,2)/n_trials); % R = zeros(N,N); % error = ones(N,N); % for n = 1:N % for m = 1:N % if n==m % continue % else ...
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MATLAB
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function [eval_accs] = eval_ae_decoder_per_timestep(t_pool_av,t_pool_err,n_rep,n_tr,tone_idx) % - evaluate time-independent a/e decoder separately for each time step % to see how it compares to time-dependent decoders % - split trials: half for training, half for evaluating %% eval_accs = []; ...
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MATLAB
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function density = eq_packing_density(dim,N,varargin) %EQ_PACKING_DENSITY Density of packing given by minimum distance of EQ point set % %Syntax % density = eq_packing_density(dim,N,options); % %Description % DENSITY = EQ_PACKING_DENSITY(dim,N) does the following: % 1) uses the recursive zonal equal area sphere partit...
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MATLAB
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%% Function to Plot Ensembles ************************************** % Input % EnsembleName Condition Names % Ensembled_Raster Raster % Ensembled_Labels Labels in time % Ensemble_Threshold Significane Threshold % UniRMutiE Unique Raster Multi Conditions Indicator % ColorState ...
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MATLAB
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%% A function from Neuron Ind and spatial scales to Orientation Domains % Input: ODNum: 4,6,8,...Number of orientation domain per HC %% Should be % even!!!! % NXIND, NYIND: x and y ind of the neuron % N_HC : Number of E/I neurons Per HyperColumn % Output: The index of the orientation domain,1-ODNum %% Th ...
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MATLAB
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function [proj, J, alpha, kb_m, d] = kaiser_bessel_xray(r, J, alpha, kb_m, d) %function [proj, J, alpha, kb_m, d] = kaiser_bessel_xray(r, J, alpha, kb_m, d) % % X-ray transform of generalized Kaiser-Bessel function, % See (A7) in lewitt:90:mdi, JOSA-A, Oct. 1990. % % in % r [?] radial locations in projection space (un...
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MATLAB
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function [zRand,SR,SAR,VI,fVI] = zrand(part1,part2) if size(part1,1)==1, part1=part1'; end if size(part2,1)==1, part2=part2'; end if length(part1)~=length(part2), disp('ERROR: partitions not of equal length') return end %Generate contingency table and calculate row/column marginals nij=sparse(part1+1,...
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MATLAB
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%% AP AND ML Quntification clc clear [filename, path] = uigetfile("MultiSelect","off", "load_brein_render_Table.csv"); cd(path) datafile = fullfile(path, filename); %save path T = readtable(datafile); %% % aline to midline (5700) midline = 5700; T.x = abs(T.x - 5700)/1000; %convert CCF(x) to ML T.z = (5400 - T.z)/100...
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MATLAB
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%% mean-field stuff. We use parameters and mean Vs to estimate firing rates % Input: C_EE,C_EI,C_IE,C_II connectivity matrices % N_EE,N_EI,N_IE,N_II number of presynaptic neurons % S_EE,S_EI,S_IE,S_II synaptic strength % p_EEFail Synaptic failure prob % lambda_E lambda_I LGN inp...
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MATLAB
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function qtInt = qtIntGausFit_v1(ecg, fs, varargin) % Estimate the Q-T interval by fitting Gaussian functions. % % Syntax: % qtInt = qtIntGausFit_v1(ecg, fs) % qtInt = qtIntGausFit_v1(ecg, fs, rpeaks) % qtInt = qtIntGausFit_v1(ecg, fs, rpeaks, betaQ, betaT) % % Inputs: % ecg: Vector of single ECG data. % ...
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MATLAB
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function p = polyfitweighted(x,y,n,w) % polyfitweighted.m % ----------------- % % Find a least-squares fit of 1D data y(x) with an nth order % polynomial, weighted by w(x). % % By S.S. Rogers (2006), based on polyfit.m by The MathWorks, Inc. - see doc % polyfit for more details. % % Usage % ----- % % P = polyfitweigh...
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MATLAB
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function hFigRD = plotFigRD(hFigRD, hClust, hCfg) %DOPLOTFIGRD Display rho-delta data hFigRD.clf(); % if isfield(hClust, 'cS_clu_shank') % cellfun(@(hc) doPlotFigRD(hc, P), hClust.cS_clu_shank); % return; % end if strcmp(hCfg.RDDetrendMode, 'global') [centers, x, y] = jr...