A radial basis function network (RBFN) for function approximation

A radial basis function network (RBFN) circuit for function approximation is presented. Simulation and experimental results show that the network has good approximation capabilities. The RBFN was a squared hyperbolic secant with three adjustable parameters amplitude, width and center. To test the network a sinusoidal and sine function,vas approximated.

Subjects

Approximation theory

Bipolar transistors

Computer simulation

Electric network analysis

Function evaluation

Neural networks

Simulated annealing

Function approximation

Radial basis function network

Sinc function

Sinusoidal function

Integrated circuit testing

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A radial basis function network (RBFN) for function approximation

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