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updated 26 days ago

Radial Basis Function Network by Travis Wiens

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

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

rbfn_integral(Xc,X1,X2,W,k_i,basisfunction)

sim_rbf(Xc,X,W,k_i,basisfunction)

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updated 1 month 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)

Class_IDs(NC,NS)

K_Means(X,M,D)

Kernel(X,C)

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updated 2 months ago

RBF-GA Differentiation Weights by Erik Lehto

Compute differentiation weights from nearly flat radial basis functions using the RBF-GA algorithm. (radial basis function, rbf, finite difference)

rbfga_weights(op,ep,xi,xc,opts)

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updated 1 year ago

Stochastic Radial Basis Function Algorithm for Global Optimization by Julie

Solves computationally expensive black-box global optimization problems with box constraints (global optimization, radial basis function, blackbox)

ComputeRBF(CandPoint,Data)

Data=datainput_Schoen_10_4_3

Data=datainput_Schoen_17_2_5

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updated almost 2 years ago

meshfree exponential integrator by Stefan Rainer

experimetal code for meshfree exponential integrators (meshfree integrator, radial basis function, exponential integrato...)

[interpolant,points]=main

circle(tri,x,y)

differenceMatrix(datacoord,centercoord)

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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 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 almost 6 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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