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fastica工具箱下载

发布时间:2021-03-05 15:58:04

1. matlab里那个fastica程序不会用啊

这个问题太专业了,你看看帮助文档吧,我手头也没有这个工具箱

2. icalab的使用方法

因此,若是要准确纪录他们的历史,则必需使用另一种更为精炼的计日方法。 (而再更高位,但极少被使用的四个单位依序为Pictun、Calabtun、Kinchiltun

3. 求助。FastICA工具箱怎么汉化

函数原型 void reversestring(char s[],int n); 修改内容 #include void main(){ int i,n; char p[]="hansunguniversity"; n = strlen(p); printf("%c",p[i]); }

4. matlab怎么添加zmap工具箱

很多有用的工具箱,转载自振动论坛,要赶紧收藏起来,免得过期后不能下载

ADCPtools - acoustic doppler current profiler data processing
AFDesign - designing analog and digital filters
AIRES - automatic integration of reusable embedded software
Air-Sea - air-sea flux estimates in oceanography
Animation - developing scientific animations
ARfit - estimation of parameters and eigenmodes of multivariate autoregressive methods
ARMASA - power spectrum estimation
AR-Toolkit - computer vision tracking
Auditory - auditory models
b4m - interval arithmetic
Bayes Net - inference and learning for directed graphical models
Binaural Modeling - calculating binaural cross-correlograms of sound
Bode Step - design of control systems with maximized feedback
Bootstrap - for resampling, hypothesis testing and confidence interval estimation
BrainStorm - MEG and EEG data visualization and processing
BSTEX - equation viewer
CALFEM - interactive program for teaching the finite element method
Calibr - for calibrating CCD cameras
Camera Calibration
Captain - non-stationary time series analysis and forecasting
CHMMBOX - for coupled hidden Markov modeling using maximum likelihood EM
Classification - supervised and unsupervised classification algorithms
CLOSID
Cluster - for analysis of Gaussian mixture models for data set clustering
Clustering - cluster analysis
ClusterPack - cluster analysis
COLEA - speech analysis
CompEcon - solving problems in economics and finance
Complex - for estimating temporal and spatial signal complexities
Computational Statistics
Coral - seismic waveform analysis
DACE - kriging approximations to computer models
DAIHM - data assimilation in hydrological and hydrodynamic models
Data Visualization
DBT - radar array processing
DDE-BIFTOOL - bifurcation analysis of delay differential equations
Denoise - for removing noise from signals
DiffMan - solving differential equations on manifolds
Dimensional Analysis -
DIPimage - scientific image processing
Direct - Laplace transform inversion via the direct integration method
DirectSD - analysis and design of computer controlled systems with process-oriented models
DMsuite - differentiation matrix suite
DMTTEQ - design and test time domain equalizer design methods
DrawFilt - drawing digital and analog filters
DSFWAV - spline interpolation with Dean wave solutions
DWT - discrete wavelet transforms
EasyKrig
Econometrics
EEGLAB
EigTool - graphical tool for nonsymmetric eigenproblems
EMSC - separating light scattering and absorbance by extended multiplicative signal correction
Engineering Vibration
FastICA - fixed-point algorithm for ICA and projection pursuit
FDC - flight dynamics and control
FDtools - fractional delay filter design
FlexICA - for independent components analysis
FMBPC - fuzzy model-based predictive control
ForWaRD - Fourier-wavelet regularized deconvolution
FracLab - fractal analysis for signal processing
FSBOX - stepwise forward and backward selection of features using linear regression
GABLE - geometric algebra tutorial
GAOT - genetic algorithm optimization
Garch - estimating and diagnosing heteroskedasticity in time series models
GCE Data - managing, analyzing and displaying data and metadata stored using the GCE data structure specification
GCSV - growing cell structure visualization
GEMANOVA - fitting multilinear ANOVA models
Genetic Algorithm
Geodetic - geodetic calculations
GHSOM - growing hierarchical self-organizing map
glmlab - general linear models
GPIB - wrapper for GPIB library from National Instrument
GTM - generative topographic mapping, a model for density modeling and data visualization
GVF - gradient vector flow for finding 3-D object boundaries
HFRadarmap - converts HF radar data from radial current vectors to total vectors
HFRC - importing, processing and manipulating HF radar data
Hilbert - Hilbert transform by the rational eigenfunction expansion method
HMM - hidden Markov models
HMMBOX - for hidden Markov modeling using maximum likelihood EM
HUTear - auditory modeling
ICALAB - signal and image processing using ICA and higher order statistics
Imputation - analysis of incomplete datasets
IPEM - perception based musical analysis

JMatLink - Matlab Java classes
Kalman - Bayesian Kalman filter
Kalman Filter - filtering, smoothing and parameter estimation (using EM) for linear dynamical systems
KALMTOOL - state estimation of nonlinear systems
Kautz - Kautz filter design
Kriging
LDestimate - estimation of scaling exponents
LDPC - low density parity check codes
LISQ - wavelet lifting scheme on quincunx grids
LKER - Laguerre kernel estimation tool
LMAM-OLMAM - Levenberg Marquardt with Adaptive Momentum algorithm for training feedforward neural networks
Low-Field NMR - for exponential fitting, phase correction of quadrature data and slicing
LPSVM - Newton method for LP support vector machine for machine learning problems
LSDPTOOL - robust control system design using the loop shaping design procere
LS-SVMlab
LSVM - Lagrangian support vector machine for machine learning problems
Lyngby - functional neuroimaging
MARBOX - for multivariate autogressive modeling and cross-spectral estimation
MatArray - analysis of microarray data
Matrix Computation - constructing test matrices, computing matrix factorizations, visualizing matrices, and direct search optimization
[url=http://ewre-www.cv.ic.ac.uk/software/toolkit.htm]MCAT[/url] - Monte Carlo analysis
MDP - Markov decision processes
MESHPART - graph and mesh partioning methods
MILES - maximum likelihood fitting using ordinary least squares algorithms
MIMO - multidimensional code synthesis
Missing - functions for handling missing data values
M_Map - geographic mapping tools
MODCONS - multi-objective control system design
MOEA - multi-objective evolutionary algorithms
MS - estimation of multiscaling exponents
Multiblock - analysis and regression on several data blocks simultaneously
Multiscale Shape Analysis
Music Analysis - feature extraction from raw audio signals for content-based music retrieval
MWM - multifractal wavelet model
NetCDF
Netlab - neural network algorithms
NiDAQ - data acquisition using the NiDAQ library
NEDM - nonlinear economic dynamic models
NMM - numerical methods in Matlab text
NNCTRL - design and simulation of control systems based on neural networks
NNSYSID - neural net based identification of nonlinear dynamic systems
NSVM - newton support vector machine for solving machine learning problems
NURBS - non-uniform rational B-splines
N-way - analysis of multiway data with multilinear models
OpenFEM - finite element development
PCNN - pulse coupled neural networks
Peruna - signal processing and analysis
PhiVis - probabilistic hierarchical interactive visualization, i.e. functions for visual analysis of multivariate continuous data
Planar Manipulator - simulation of n-DOF planar manipulators
PRTools - pattern recognition
psignifit - testing hyptheses about psychometric functions
PSVM - proximal support vector machine for solving machine learning problems
Psychophysics - vision research
PyrTools - multi-scale image processing
RBF - radial basis function neural networks
RBN - simulation of synchronous and asynchronous random boolean networks
ReBEL - sigma-point Kalman filters
Regression - basic multivariate data analysis and regression
Regularization Tools
Regularization Tools XP
Restore Tools
Robot - robotics functions, e.g. kinematics, dynamics and trajectory generation
Robust Calibration - robust calibration in stats
[url=http://ewre-www.cv.ic.ac.uk/software/toolkit.htm]RRMT[/url] - rainfall-runoff modelling
SAM - structure and motion
Schwarz-Christoffel - computation of conformal maps to polygonally bounded regions
SDH - smoothed data histogram
SeaGrid - orthogonal grid maker
SEA-MAT - oceanographic analysis
SLS - sparse least squares
SolvOpt - solver for local optimization problems
SOM - self-organizing map
SOSTOOLS - solving sums of squares (SOS) optimization problems
Spatial and Geometric Analysis
Spatial Regression
Spatial Statistics
Spectral Methods
SPM - statistical parametric mapping
SSVM - smooth support vector machine for solving machine learning problems
STATBAG - for linear regression, feature selection, generation of data, and significance testing
StatBox - statistical routines
Statistical Pattern Recognition - pattern recognition methods
Stixbox - statistics
SVM - implements support vector machines
SVM Classifier
Symbolic Robot Dynamics
TEMPLAR - wavelet-based template learning and pattern classification
TextClust - model-based document clustering
TextureSynth - analyzing and synthesizing visual textures
TfMin - continous 3-D minimum time orbit transfer around Earth
Time-Frequency - analyzing non-stationary signals using time-frequency distributions
Tree-Ring - tasks in tree-ring analysis
TSA - uni- and multivariate, stationary and non-stationary time series analysis
TSTOOL - nonlinear time series analysis
T_Tide - harmonic analysis of tides
UTVtools - computing and modifying rank-revealing URV and UTV decompositions
Uvi_Wave - wavelet analysis
varimax - orthogonal rotation of EOFs
VBHMM - variation Bayesian hidden Markov models
VBMFA - variational Bayesian mixtures of factor analyzers
VMT - VRML Molecule Toolbox, for animating results from molecular dynamics experiments
VOICEBOX
VRMLplot - generates interactive VRML 2.0 graphs and animations
VSVtools - computing and modifying symmetric rank-revealing decompositions
WAFO - wave analysis for fatique and oceanography
WarpTB - frequency-warped signal processing
WAVEKIT - wavelet analysis
WaveLab - wavelet analysis
Weeks - Laplace transform inversion via the Weeks method
WetCDF - NetCDF interface
WHMT - wavelet-domain hidden Markov tree models
WInHD - Wavelet-based inverse halftoning via deconvolution
WSCT - weighted sequences clustering toolkit
XMLTree - XML parser
YAADA - analyze single particle mass spectrum data
ZMAP - quantitative seismicity analysis

5. 急求FastICA 的源程序 matlab,包括数据的预处理(中心化和白化),注释详细点,谢谢!

% function [Ahat2, shat, n_iteration Test] = nc_fastica_svd(xold,typeStr,N,A)
function [shat Ahat2] = nc_fastica_svd(xold,typeStr,N)
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
% non-circular complex FastICA算法,基于Newton迭代法,类似与fastICA
% ************************input***************************
% xold: 混合信号,m*n,m为阵元数,n为快拍数
% typeStr: 非线性函数,'log', 'kurt', or 'sqrt'
% **************************output**************************
% Ahat: 解混矩阵
% shat: 估计的源信号
% ********************************************************
% Reference
% Mike Novey and T. Adali, "On Extending the complex FastICA algorithm
% to noncircular sources" in
% (To appear 2007/2008) IEEE Journel on Signal Processing.,
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
type = 0;
if strcmp(typeStr,'log') == 1
type = 1;
elseif strcmp(typeStr,'kurt') == 1
type = 2;
elseif strcmp(typeStr,'sqrt') == 1
type = 3;
end
tol = 1e-5;
a2 = 0.1;
defl = 1; % components are estimated one by one in a deflationary manner; set this to 0 if you want them all estimated simultaneously
maxcounter = 50;
[n,m] = size(xold);
% Whitening of s:
yyy = zeros(1,m);
[Ex, Dx] = svd(cov(xold'));
E = Ex(:,1:N);
D = Dx(1:N,1:N);
Q = mtimes(sqrt(inv(D)),E');
x = Q * xold;
%Pseudo-covariance
pC = (x*transpose(x))/m;
% FIXED POINT ALGORITHM
W = eye(N);
Wold = zeros(N);
k = 0;
while (norm(abs(Wold'*W)-eye(N),'fro')>(N*1e-12) && k < 15*N)
k = k+1;
Wold = W;
for kk=1:N %Loop thru sources
yy = W(:,kk)'*x;
absy =abs(yy).^2;
%%Fixed point
if type == 1 %%log
g = 1./(a2 + absy);
gp = -1./(a2 + absy).^2;
elseif type == 2 %Kurt
g = absy;
gp = ones(size(absy));
elseif type == 3 %sqrt
g = 1./(2*sqrt(a2 + absy));
gp = -1./(4*(a2 + absy).^(3/2));
end
gRad = mean(ones(N,1)*(g.*conj(yy)).*x,2);
ggg = mean(gp.*absy + g);
B = mean(gp .* conj(yy).^2)*pC;
W(:,kk) = Wold(:,kk)*(ggg) -(gRad) + (B*conj(Wold(:,kk)));

end
%Orthonormalization
[E,D] = eig(W'*W);
W = W * E * inv(sqrt(D)) * E';
end; %Loop thru sources
n_iteration = k;
shat = W'*x; %Estimated sources
% Ahat1 = inv(Q)*W;
Ahat2 = W'*Q;

这个是NC-fastica,可以用。稍微注释了些
原始程序,不知道是谁写的了

6. fastica25工具箱都是一些.m的文件,应该如何在matlab中使用

这是成员初始化列表。A(n)就是调用A类的构造函数 A(n)来初始化基类A的数据。ob(n)就是给成员ob赋初值n。

7. 求Fastica在matlab中的源程序,包括数据的预处理(中心化和白化),很急,多谢了!

CSDN上都可以下载得到

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