A radial basis function network (RBFN) for function approximation

Lucks, M. B.; Oki, N.; RamirezAngulo, J.

Trabalho apresentado em evento

Registro en:

http://dx.doi.org/10.1109/MWSCAS.1999.867828

42nd Midwest Symposium on Circuits and Systems, Proceedings, Vols 1 and 2. New York: IEEE, p. 1099-1101, 1999.

http://hdl.handle.net/11449/130589

10.1109/MWSCAS.1999.867828

WOS:000089525800262

2-s2.0-0033292531

1525717947689076

https://repositorioslatinoamericanos.uchile.cl/handle/2250/8779893

Autor

Lucks, M. B.

Oki, N.

RamirezAngulo, J.

Institución

Universidade Paulista Júlio de Mesquita Filho (Brasil)

Resumen

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.

Univ Estadual Paulista, Fac Engn Ilha Solteira, Dept Elect Engn, BR-15385000 Ilha Solteira, SP, Brazil