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updated 9 hours ago

RBF Neural Networks with random selection of parameters by Alireza

RBF Neural Networks (center and distribution of activation functions are selected randomly) (image processing, signal processing, mathematics)

Pts

RBFKernel(F,MU,SIGMA,N,k)

rbfn_test(F, W, K, MU, SIGMA)

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updated 3 days ago

RBF Neural Networks by Alireza

Radial Basis Function Neural Networks (Parameters are selected using K-means Clustering) (neural networks, radial basis function, rbfnn)

Pts

RBFKernel(F,MU,SIGMA,N,k)

rbfn_test(F, W, K, MU, SIGMA)

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updated 3 months ago

Spherical_Quadrature_RBF(Quadrature_Nodes) by Jonah

Jonah (view profile)

This function computes quadrature weights for evaluating the surface integral of a scalar function. (quadrature, radial basis function, rbf)

Spherical_Quadrature_RBF(Quadrature_Nodes)

Spherical_Quadrature_RBF_Test

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updated 9 months ago

Radial Basis Function Network by Travis Wiens

Travis Wiens (view profile)

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 10 months ago

Radial Basis Function with K Mean Clustering by Shujaat Khan

Shujaat Khan (view profile)

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 10 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 2 years ago

Stochastic Radial Basis Function Algorithm for Global Optimization by Julie

Julie (view profile)

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

ComputeRBF(CandPoint,Data)

InitialRBFMatrices(maxevals,Data,PairwiseDistance)

LocalStochRBFrestart(Data,maxeval,NumberNewSamples)

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updated 2 years ago

meshfree exponential integrator by Stefan Rainer

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

circle(tri,x,y)

differenceMatrix(datacoord,centercoord)

distanceMatrix(ctrs,dsites)

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updated 3 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.mdl

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updated 3 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.mdl

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updated 6 years ago

RBF Acoustic Tomography by Travis Wiens

Travis Wiens (view profile)

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

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

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

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

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updated 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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