TY  - CHAP
N1  - Proceedings of the 21st International Conference on Artificial Neural Networks (ICANN 2011)held in Espoo, Finland, June 14th-17th, 2011
AV  - none
SP  - 126
TI  - Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks
T3  - Lecture Notes in Computer Science
UR  - http://dx.doi.org/10.1007/978-3-642-21735-7_16
A1  - Gnecco, Giorgio
A1  - K?rková, V?ra
A1  - Sanguineti, Marcello
Y1  - 2011///
KW  - Radial and kernel networks; approximation of solutions of integral equations by kernel networks; model complexity
SN  - 978-3-642-21734-0
ID  - eprints1696
EP  - 133
N2  - Approximation of solutions of integral equations by networks with kernel units is investigated theoretically. There are derived upper bounds on speed of decrease of errors in approximation of solutions of Fredholm integral equations by kernel networks with increasing numbers of units. The estimates are obtained for Gaussian and degenerate kernels.
PB  - Springer
T2  - Artificial Neural Networks and Machine Learning ? ICANN 2011
ER  -