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Learning algorithm for the recursive pattern recognition model
| dc.contributor.author | Puerto Cuadros, Eduard Gilberto | |
| dc.contributor.author | Aguilar, Jose | |
| dc.date.accessioned | 2021-10-29T23:01:01Z | |
| dc.date.available | 2021-10-29T23:01:01Z | |
| dc.date.issued | 2016-10-28 | |
| dc.identifier.uri | http://repositorio.ufps.edu.co/handle/ufps/500 | |
| dc.description.abstract | In this work, we incorporate a learning algorithm to the recursive pattern recognition model, based on the systematic functioning of the human neocortex presented in previous works. This algorithm has two mechanisms: the first, called Aprendizaje_nuevo, is used to learn new patterns and creates a new pattern recognition module in the model. The other, called Aprendizaje_por_refuerzo, is used to reinforce a pattern and adapts the module that represents the pattern to the changes in it. The algorithm is tested in various contexts (text and images) to analyze its capacities of learning and of recognition of the model. | eng |
| dc.format.extent | 18 páginas | spa |
| dc.format.mimetype | application/pdf | spa |
| dc.language.iso | eng | spa |
| dc.publisher | Applied Artificial Intelligence | spa |
| dc.relation.ispartof | Applied Artificial Intelligence | |
| dc.rights | Full Terms & Conditions of access and use can be found at http://www.tandfonline.com/action/journalInformation?journalCode=uaai20 | eng |
| dc.source | https://www.tandfonline.com/doi/full/10.1080/08839514.2016.1213584 | spa |
| dc.title | Learning algorithm for the recursive pattern recognition model | eng |
| dc.type | Artículo de revista | spa |
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| dcterms.references | Puerto, E., and C. Aguilar. 2015. Un algoritmo recursivo de reconocimiento de patrones. Submitted to publication. Revista Técnica de Ingeniería de la Universidad Del Zulia. | spa |
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| dc.identifier.doi | https://doi.org/10.1080/08839514.2016.1213584 | |
| dc.publisher.place | Inglaterra | spa |
| dc.relation.citationedition | Vol.30 No.7.(2016) | spa |
| dc.relation.citationendpage | 678 | spa |
| dc.relation.citationissue | 7(2016) | spa |
| dc.relation.citationstartpage | 662 | spa |
| dc.relation.citationvolume | 30 | spa |
| dc.relation.cites | Puerto Cuadros, E. G., & Aguilar Castro, J. L. (2016). Learning algorithm for the recursive pattern recognition model. Applied Artificial Intelligence, 30(7), 662-678. | |
| dc.relation.ispartofjournal | Applied Artificial Intelligence | spa |
| dc.rights.accessrights | info:eu-repo/semantics/openAccess | spa |
| dc.rights.creativecommons | Atribución-NoComercial 4.0 Internacional (CC BY-NC 4.0) | spa |
| dc.type.coar | http://purl.org/coar/resource_type/c_6501 | spa |
| dc.type.content | Text | spa |
| dc.type.driver | info:eu-repo/semantics/article | spa |
| dc.type.redcol | http://purl.org/redcol/resource_type/ART | spa |
| oaire.accessrights | http://purl.org/coar/access_right/c_abf2 | spa |
| oaire.version | http://purl.org/coar/version/c_970fb48d4fbd8a85 | spa |
| dc.type.version | info:eu-repo/semantics/publishedVersion | spa |
