Radial Basis Functions

[Liaw Jin-Nan]

Hi,

As far as I know there are several related papers which apply Radial Basis Function to neural networks.  Some of these articles are listed below:

S. M. Botros and C. G. Atkeson (1990) "Generalization properties of Radial Basis Functions", In R. P. Lippmann, J. E. Moody, D. S. Touretzky, ed.s, Advances in Neural Information Processing Systems 3, pp. 707-713, Morgan Kaufmann, San Mateo, CA.

J. Moody and C. Darken (1989) "Fast learning in networks of locally tuned processing units", Neural Computation 1(2), pp. 281-294.

T. Poggio and F. Girosi (1990) "Networks for approximation and learning", Proceedings of IEEE 78(9), pp. 1481-1497.

M. J. D. Powell (1987) "Radial basis functions for multivariable interpolation: A review", In J. C. Mason and M. G. Cox(ed.), Algorithms for Approximation, pp. 143-167, Clarendon Press, Oxford.

S. Renals and R. Rohwor (1989) "Phoneme classification experiments using radial basis functions", IJCNN, PP. I-462 - I-467, Washington, D. C.

T. D. Sanger (1990) "Basis-function trees for approximation in high-dimensional spaces", Proceedings of 1990 Connectionist Summer School, pp. 145-151, Morgan Kaufmann, San Mateo, CA.

T. D. Sanger (1991) "A tree-structure algorithm for reducing computation in networks with separable basis functions", Neural Computation, 3(1), pp. 67-81.

Cheers,

Jin-Nan Liaw
liaw at betta.ecn.purdue.edu