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updated 6 months ago

Radial Basis Function with K Mean Clustering by Shujaat Khan

Radial Basis Function with K Mean Clustering using Pseudo inverse method (kmean, clustering, rbf)

[C]=K_Means(X,M,D)

[Class_IDS]=Class_IDs(NC,NS);

[K]=Kernel(X,C)

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updated 2 years ago

The Radial Basis Function (RBF) with LMS algorithm for Simulink by Marcelo Fernandes

The Radial Basis Function (RBF) with LMS algorithm for Simulink. (ann, rbf, artificial neural net...)

ANN_RBF_LMS

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updated 2 years ago

The Radial Basis Function (RBF) using pseudo-inverse method for Simulink by Marcelo Fernandes

The Radial Basis Function (RBF) using pseudo-inverse method for Simulink. (ann, rbf, pseudoinverse)

ANN_RBF_Pseudo_Inverse

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updated 2 years ago

Tutorial Funciones de Base Radial (RBF) - Redes neuronales como aproximadoras de funciones by Paul Acquatella

Tutorial en Español acerca de Funciones de Base Radial(RBF) para uso académico y educativo solamente (redes neuronales, funcin de base radial, rbf)

[W phi]=rbff(X,Y,Xc)

[z phi]=rbfsim(Xc,X,W)

rbf.m

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updated almost 3 years ago

Neural Network RBF Regression by Siva Malla

RBF based Neural Network Regression (rbf, neural network, regression)

NeuralNetwork_RBF_Regression.m

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updated 4 years ago

Radial Basis Function Network by Travis Wiens

Simulates and trains Gaussian and polyharmonic spline radial basis function networks. (radial basis function, radial basis function..., rbf)

Phi_int=rbf_integral(Xc,X1,X2,k_i,basisfunction)

[W phi]=train_rbf(X,Y,Xc,k_i,basisfunction)

[Y_int Phi_int]=rbfn_integral(Xc,X1,X2,W,k_i,basisfunction)

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updated 5 years ago

RBF Acoustic Tomography by Travis Wiens

Recreate temperature and flow fields from acoustic time-of-flight data. (measurement, radial basis function, rbf)

Omegapsi=Omegapsi_rbf(Xc,X1,X2,k_i,c0,basisfunction)

Phi_int=rbf_integral(Xc,X1,X2,k_i,basisfunction)

[W phi]=train_rbf(X,Y,Xc,k_i,basisfunction)

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updated 5 years ago

Thin Plate Spline Network with Radiohead Example by Travis Wiens

Thin plate splines can be used to interpolate nonuniform data, such as the Radiohead dataset, which (approximation, interpolation, thin plate spline)

[a, xc]=train_thin_plate_spline(x,y)

y_hat=sim_thin_plate_spline(x,x_c,a);

tps_radiohead_example.m

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updated 5 years ago

Orthogonal Least Squares Algorithm for RBF Networks by Anshuman Gupta

The code implements the OLS algorithm for func approx. (neural network, rbf, function approximatio...)

kernel(dis, B)

OLSconcise.m

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updated 5 years ago

Alaa Tharwat ToolBox by Alaa Tharwat

This toolBox used in the image processing(feature extraction and classification) (toolbox, image processing, pca)

K=normalizekernel(x,kernel,kerneloption,xsup);

T=phispan(x,phitype,dilation,uo,a,bord1,bord2,Family,par);

T=waveletspan(x,dilation,uo,a,leftbound,rightbound);

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updated 6 years ago

ANN by Giampiero Campa

Adaptive Neural Networks (fuzzy logic, neural networks, adaptive neural netwo...)

demos

contents.m

ann.mdl

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updated almost 8 years ago

2D adaptive residual subsampling for Radial Basis Functions by Alfa Heryudono

This program solves initial-boundary value problems particularly 2D Burgers' equation adaptively (differential equation..., radial basis function..., rbf)

Jburgers(t,u,epsilon,Dx,Dy,Dxx,Dyy)

burgers(t,u,epsilon,Dx,Dy,Dxx,Dyy)

coarserefine2d(f,intrv,theta,n,topc)

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updated almost 8 years ago

Scattered Data Interpolation and Approximation using Radial Base Functions by Alex Chirokov

Set of functions that can be used for interpolation and and approximation of scattered data of any d (approximation, interpolation, scattered data interp...)

rbfcheck(options)

rbfcreate(x, y, varargin)

rbfinterp(x, options)

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