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http://hdl.handle.net/10261/30039
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Visualizar otros formatos: MARC | Dublin Core | RDF | ORE | MODS | METS | DIDL | DATACITE | |
Campo DC | Valor | Lengua/Idioma |
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dc.contributor.author | Ruiz de Angulo, Vicente | - |
dc.contributor.author | Torras, Carme | - |
dc.date.accessioned | 2010-12-15T09:47:42Z | - |
dc.date.available | 2010-12-15T09:47:42Z | - |
dc.date.issued | 1998 | - |
dc.identifier.citation | Technical Report IRI-DT-98-01, Institut de Robòtica i Informàtica Industrial, CSIC-UPC, 1998. | - |
dc.identifier.uri | http://hdl.handle.net/10261/30039 | - |
dc.description.abstract | The expectation of random variables is modelled as the value of the function in the mean value of the variables plus a penalty term. This penalty term is calculated exactly, and the properties of different approximations are analyzed. In particular, for quadratic functions, the penalty term is shown to have a surprised and an unsupervised part. Then, two algorithms for minimizing the expected error of a feedfoward network of random weights are compared. One of them is stochastical, while the other is deterministic and more flexible. give a particular feedforward network architecture and training set, the deterministic algorithm here presented accurately finds the weight configuration that makes the network reponse most resistant to a class of weight perturbations. Finally, the study of most stable configurations of a network unravels some undesirable properties of network with asymmetric activation functions. | - |
dc.language.iso | eng | - |
dc.rights | openAccess | - |
dc.subject | Automation | - |
dc.subject | Robots | - |
dc.title | Averaging over networks: properties, evaluation, and minimization | - |
dc.type | informe técnico | - |
dc.type.coar | http://purl.org/coar/resource_type/c_18gh | es_ES |
item.cerifentitytype | Publications | - |
item.openairecristype | http://purl.org/coar/resource_type/c_18cf | - |
item.grantfulltext | open | - |
item.openairetype | informe técnico | - |
item.fulltext | With Fulltext | - |
item.languageiso639-1 | en | - |
Aparece en las colecciones: | (IRII) Informes y documentos de trabajo |
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