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New Backpropagation Algorithm Using Quadratic Potential Functions, and an Experiment on Isolated Word Recognition
| dc.contributor.author | Monte Moreno, Enrique |
| dc.contributor.author | Lleida Solano, Eduardo |
| dc.contributor.author | Mariño Acebal, José Bernardo |
| dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Teoria del Senyal i Comunicacions |
| dc.date.accessioned | 2016-06-06T16:11:39Z |
| dc.date.available | 2016-06-06T16:11:39Z |
| dc.date.issued | 1989 |
| dc.identifier.citation | Monte, E., Lleida, E., Mariño, J.B. New Backpropagation Algorithm Using Quadratic Potential Functions, and an Experiment on Isolated Word Recognition. A: European Conference on Speech Communication and Technology. "EUROSPEECH '89 - First European Conference on Speech Communication and Technology: Paris, France September 27-29, 1989". 1989, p. 1341-1344. |
| dc.identifier.uri | http://hdl.handle.net/2117/87748 |
| dc.description.abstract | This paper presents a new algorithm to train multilayered perceptrons, using quadratical potential functions. This new algorithm is compared in an isolated word recognition task, with the back propagation algorithm that uses linear combinations of the inputs. Some pattern recognition techniques are also used to reduce the dimensinality of the input pattern in order to reduce the computational burden of the training and the recognition. The algorithm that uses quadratic potential functions yields better results in the recognition task. |
| dc.format.extent | 4 p. |
| dc.language.iso | eng |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Enginyeria de la telecomunicació |
| dc.subject.lcsh | Algorithms |
| dc.title | New Backpropagation Algorithm Using Quadratic Potential Functions, and an Experiment on Isolated Word Recognition |
| dc.type | Conference report |
| dc.subject.lemac | Algorismes |
| dc.contributor.group | Universitat Politècnica de Catalunya. VEU - Grup de Tractament de la Parla |
| dc.description.peerreviewed | Peer Reviewed |
| dc.rights.access | Open Access |
| local.identifier.drac | 17703303 |
| dc.description.version | Postprint (published version) |
| local.citation.author | Monte, E.; Lleida, E.; Mariño, J.B. |
| local.citation.contributor | European Conference on Speech Communication and Technology |
| local.citation.publicationName | EUROSPEECH '89 - First European Conference on Speech Communication and Technology: Paris, France September 27-29, 1989 |
| local.citation.startingPage | 1341 |
| local.citation.endingPage | 1344 |
