Publicação
Comparison of neural models, off-line and on-line learning algorithms for a benchmark problem
| dc.contributor.author | Ruano, Antonio | |
| dc.date.accessioned | 2013-02-11T10:51:32Z | |
| dc.date.available | 2013-02-11T10:51:32Z | |
| dc.date.issued | 2003 | |
| dc.date.updated | 2013-01-27T21:07:59Z | |
| dc.description.abstract | This 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. | por |
| dc.identifier.citation | Ruano, 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. | por |
| dc.identifier.doi | http://dx.doi.org/10.1007/3-540-44869-1_58 | |
| dc.identifier.isbn | 978-3-540-40211-4 | |
| dc.identifier.other | AUT: ARU00698; | |
| dc.identifier.uri | http://hdl.handle.net/10400.1/2290 | |
| dc.language.iso | eng | por |
| dc.peerreviewed | yes | por |
| dc.publisher | Springer Berlin Heidelberg | por |
| dc.title | Comparison of neural models, off-line and on-line learning algorithms for a benchmark problem | por |
| dc.type | book part | |
| dspace.entity.type | Publication | |
| oaire.citation.endPage | 464 | por |
| oaire.citation.startPage | 457 | por |
| oaire.citation.title | Artificial Neural Nets Problem Solving Methods | por |
| oaire.citation.title | Artificial Neural Nets Problem Solving Methods. 7th International Work COnference on Artificial and Natural Neural Networks | |
| person.familyName | Ruano | |
| person.givenName | Antonio | |
| person.identifier.orcid | 0000-0002-6308-8666 | |
| person.identifier.rid | B-4135-2008 | |
| person.identifier.scopus-author-id | 7004284159 | |
| rcaap.rights | restrictedAccess | por |
| rcaap.type | bookPart | por |
| relation.isAuthorOfPublication | 13813664-b68b-40aa-97a9-91481a31ebf2 | |
| relation.isAuthorOfPublication.latestForDiscovery | 13813664-b68b-40aa-97a9-91481a31ebf2 |