Gaussian neural networks are considered to approximate any C2function with support on the unit hypercube Im= [0,1]min the sense of best approximation. An upper bound (O(N–2)) of the approximation error is obtained in the present letter for a Gaussian network having N m hidden neurons with centers defined on a regular mesh in Im.
ASJC Scopus subject areas
- Computer Science Applications
- Computer Networks and Communications
- Artificial Intelligence