Gaussian neural networks are considered to approximate any C2 function with support on the unit hypercube Im=[0, 1] m in the sense of best approximation. An upper bound (O(N-2)) of the approximation error is obtained in the present paper for a Gaussian network having Nm hidden neurons with centers defined on a regular mesh in Im
Published in:
Neural Networks, IEEE Transactions on
(Volume:5
,
Issue:
5
)
Date of Publication: Sep 1994