relation: http://eprints.imtlucca.it/1696/
title: Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks
creator: Gnecco, Giorgio
creator: Kůrková, Věra
creator: Sanguineti, Marcello
subject: QA75 Electronic computers. Computer science
description: 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.
publisher: Springer
date: 2011
type: Book Section
type: PeerReviewed
identifier:   Gnecco, Giorgio and Kůrková, Věra and Sanguineti, Marcello  Bounds for Approximate Solutions of Fredholm Integral Equations Using Kernel Networks.   In:  Artificial Neural Networks and Machine Learning – ICANN 2011.   Lecture Notes in Computer Science  (6791).  Springer, pp. 126-133.  ISBN 978-3-642-21734-0      (2011)  
relation: http://dx.doi.org/10.1007/978-3-642-21735-7_16
relation: 10.1007/978-3-642-21735-7_16