A radial basis function network (RBFN) for function approximation
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Data
1999-01-01
Autores
Lucks, M. B.
Oki, N.
RamirezAngulo, J.
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Editor
IEEE
Resumo
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.
Descrição
Palavras-chave
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
Como citar
42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1099-1101, 1999.