TY  - JOUR
Y1  - 2012///
SN  - 0096-3003
N2  - Approximate solutions to inhomogeneous Fredholm integral equations of the second kind by radial and kernel networks are investigated. Upper bounds are derived on errors in approximation of solutions of these equations by networks with increasing model complexity. The bounds are obtained using results from nonlinear approximation theory. The results are applied to networks with Gaussian and kernel units and illustrated by numerical simulations. 
JF  - Applied Mathematics and Computation
A1  - Gnecco, Giorgio
A1  - K?rková, V?ra
A1  - Sanguineti, Marcello
SP  - 7481 
VL  - 218
PB  - Elsevier
EP  -  7497
KW  - Approximate solutions to integral equations; Radial and kernel-based networks; Gaussian kernels; Model complexity;
Analysis of algorithms
UR  - http://www.sciencedirect.com/science/article/pii/S0096300312000483
IS  - 14
ID  - eprints1743
TI  - Accuracy of Approximations of Solutions to Fredholm Equations by Kernel Methods 
AV  - none
ER  -