Ruano, Antonio2013-02-112013-02-112003Ruano, A. E. B. Comparison of Neural Models, Off-line and On-line Learning Algorithms for a Benchmark Problem, In Artificial Neural Nets Problem Solving Methods, 457-464, ISBN: 978-3-540-40211-4. Berlin, Heidelberg: Springer Berlin Heidelberg, 2003.978-3-540-40211-4AUT: ARU00698;http://hdl.handle.net/10400.1/2290This papcr comparcs thc application of diffcrcnt ncural modcls-multilaycr pcrccptrons, radial basis functions and B-splincs - for a bcnchmark problem, and illustrates the applicability of a common learning algorithm for all models considered. The learning algorithm is employed both for off-line training and for on-line model adaptation. In the latter case. a sliding window of past learning data is employed.engbook part2013-01-27http://dx.doi.org/10.1007/3-540-44869-1_58