Una aproximación práctica a las redes neuronales artificiales.
CONTENIDO: Generalidades sobre redes neuronales artificiales -- Redes neuronales perceptron y adaline -- Perceptron multicapa y algoritmo backpropagation -- Red neuronal de Hopfield -- Mapas auto-organizados de Kohonen -- Red neuronal de Base radial (RBF).
- Autores:
-
Caicedo Bravo, Eduardo Francisco
López Sotelo, Jesús Alfonso
- Tipo de recurso:
- Book
- Fecha de publicación:
- 2017
- Institución:
- Universidad del Valle
- Repositorio:
- Repositorio Digital Univalle
- Idioma:
- spa
- OAI Identifier:
- oai:bibliotecadigital.univalle.edu.co:10893/10330
- Acceso en línea:
- https://hdl.handle.net/10893/10330
- Palabra clave:
- Redes neuronales artificiales
Redes neuronales (computadores)
Inteligencia artificial
Redes neurales
Perceptrones
Algoritmos (Computadores)
- Rights
- openAccess
- License
- http://purl.org/coar/access_right/c_abf2
id |
UNIVALLE2_0fe60bffa7076cde351bb165f69ff7bb |
---|---|
oai_identifier_str |
oai:bibliotecadigital.univalle.edu.co:10893/10330 |
network_acronym_str |
UNIVALLE2 |
network_name_str |
Repositorio Digital Univalle |
repository_id_str |
|
dc.title.spa.fl_str_mv |
Una aproximación práctica a las redes neuronales artificiales. |
title |
Una aproximación práctica a las redes neuronales artificiales. |
spellingShingle |
Una aproximación práctica a las redes neuronales artificiales. Redes neuronales artificiales Redes neuronales (computadores) Inteligencia artificial Redes neurales Perceptrones Algoritmos (Computadores) |
title_short |
Una aproximación práctica a las redes neuronales artificiales. |
title_full |
Una aproximación práctica a las redes neuronales artificiales. |
title_fullStr |
Una aproximación práctica a las redes neuronales artificiales. |
title_full_unstemmed |
Una aproximación práctica a las redes neuronales artificiales. |
title_sort |
Una aproximación práctica a las redes neuronales artificiales. |
dc.creator.fl_str_mv |
Caicedo Bravo, Eduardo Francisco López Sotelo, Jesús Alfonso |
dc.contributor.author.spa.fl_str_mv |
Caicedo Bravo, Eduardo Francisco López Sotelo, Jesús Alfonso |
dc.subject.spa.fl_str_mv |
Redes neuronales artificiales Redes neuronales (computadores) Inteligencia artificial Redes neurales Perceptrones Algoritmos (Computadores) |
topic |
Redes neuronales artificiales Redes neuronales (computadores) Inteligencia artificial Redes neurales Perceptrones Algoritmos (Computadores) |
description |
CONTENIDO: Generalidades sobre redes neuronales artificiales -- Redes neuronales perceptron y adaline -- Perceptron multicapa y algoritmo backpropagation -- Red neuronal de Hopfield -- Mapas auto-organizados de Kohonen -- Red neuronal de Base radial (RBF). |
publishDate |
2017 |
dc.date.accessioned.none.fl_str_mv |
2017-08-28T20:33:39Z |
dc.date.available.none.fl_str_mv |
2017-08-28T20:33:39Z |
dc.date.issued.none.fl_str_mv |
2017-08-28 |
dc.type.spa.fl_str_mv |
Libro |
dc.type.coarversion.fl_str_mv |
http://purl.org/coar/version/c_970fb48d4fbd8a85 |
dc.type.coar.spa.fl_str_mv |
http://purl.org/coar/resource_type/c_2f33 |
dc.type.content.spa.fl_str_mv |
Text |
dc.type.driver.spa.fl_str_mv |
info:eu-repo/semantics/book |
dc.type.redcol.spa.fl_str_mv |
https://purl.org/redcol/resource_type/LIB |
dc.type.version.spa.fl_str_mv |
info:eu-repo/semantics/publishedVersion |
format |
http://purl.org/coar/resource_type/c_2f33 |
status_str |
publishedVersion |
dc.identifier.isbn.none.fl_str_mv |
9789587655100 |
dc.identifier.uri.none.fl_str_mv |
https://hdl.handle.net/10893/10330 |
dc.identifier.doi.spa.fl_str_mv |
10.25100/peu.64 |
identifier_str_mv |
9789587655100 10.25100/peu.64 |
url |
https://hdl.handle.net/10893/10330 |
dc.language.iso.spa.fl_str_mv |
spa |
language |
spa |
dc.rights.coar.fl_str_mv |
http://purl.org/coar/access_right/c_abf2 |
dc.rights.accessrights.spa.fl_str_mv |
info:eu-repo/semantics/openAccess |
eu_rights_str_mv |
openAccess |
rights_invalid_str_mv |
http://purl.org/coar/access_right/c_abf2 |
institution |
Universidad del Valle |
bitstream.url.fl_str_mv |
https://bibliotecadigital.univalle.edu.co/bitstreams/7043e30a-e60b-42bc-8ab7-6680813f8f31/download https://bibliotecadigital.univalle.edu.co/bitstreams/6a58e9e9-e7e4-4ff4-adb9-bcf374c9439b/download https://bibliotecadigital.univalle.edu.co/bitstreams/d7af3048-db16-4e63-b327-da8d82834223/download https://bibliotecadigital.univalle.edu.co/bitstreams/a2355dc6-ab4c-40e9-ad1e-3b808815a38f/download https://bibliotecadigital.univalle.edu.co/bitstreams/bdc086bb-3e5f-465d-af7b-d3b1e3af7b37/download https://bibliotecadigital.univalle.edu.co/bitstreams/8a1d9349-2337-4e19-9e73-9e74d7c0aea4/download |
bitstream.checksum.fl_str_mv |
22cbfd1f9204dfddc7325680413b5544 d387be2a05f13985b430f79d2056aa5d 003bbe6c751461d9b64be34926c6c4c1 0cf6d826000bfdbaf49f7bc5931c8408 0cf6d826000bfdbaf49f7bc5931c8408 841346d94de6693077c5af0bac9c7827 |
bitstream.checksumAlgorithm.fl_str_mv |
MD5 MD5 MD5 MD5 MD5 MD5 |
repository.name.fl_str_mv |
Repositorio Institucional Universidad del Valle |
repository.mail.fl_str_mv |
admin.bibdigital@correounivalle.edu.co |
_version_ |
1814168046113128448 |
spelling |
Caicedo Bravo, Eduardo Francisco2b34a4ff-6783-4aa1-9b76-19d7b07cb443-1López Sotelo, Jesús Alfonso14103099-afc5-4d16-a03d-0fbc34405115-12017-08-28T20:33:39Z2017-08-28T20:33:39Z2017-08-289789587655100https://hdl.handle.net/10893/1033010.25100/peu.64CONTENIDO: Generalidades sobre redes neuronales artificiales -- Redes neuronales perceptron y adaline -- Perceptron multicapa y algoritmo backpropagation -- Red neuronal de Hopfield -- Mapas auto-organizados de Kohonen -- Red neuronal de Base radial (RBF).spaRedes neuronales artificialesRedes neuronales (computadores)Inteligencia artificialRedes neuralesPerceptronesAlgoritmos (Computadores)Una aproximación práctica a las redes neuronales artificiales.Librohttp://purl.org/coar/resource_type/c_2f33Textinfo:eu-repo/semantics/bookhttps://purl.org/redcol/resource_type/LIBinfo:eu-repo/semantics/publishedVersionhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/openAccesshttp://purl.org/coar/access_right/c_abf2PublicationTEXTUna aproximacion practica.pdf.txtUna aproximacion practica.pdf.txtExtracted texttext/plain301807https://bibliotecadigital.univalle.edu.co/bitstreams/7043e30a-e60b-42bc-8ab7-6680813f8f31/download22cbfd1f9204dfddc7325680413b5544MD54Una-aproximacion-practica-a-las-redes.pdf.txtUna-aproximacion-practica-a-las-redes.pdf.txtExtracted texttext/plain306364https://bibliotecadigital.univalle.edu.co/bitstreams/6a58e9e9-e7e4-4ff4-adb9-bcf374c9439b/downloadd387be2a05f13985b430f79d2056aa5dMD57LICENSElicense.txtlicense.txttext/plain; charset=utf-84474https://bibliotecadigital.univalle.edu.co/bitstreams/d7af3048-db16-4e63-b327-da8d82834223/download003bbe6c751461d9b64be34926c6c4c1MD52THUMBNAILUna aproximacion practica.pdf.jpgUna aproximacion practica.pdf.jpgGenerated Thumbnailimage/jpeg8424https://bibliotecadigital.univalle.edu.co/bitstreams/a2355dc6-ab4c-40e9-ad1e-3b808815a38f/download0cf6d826000bfdbaf49f7bc5931c8408MD55Una-aproximacion-practica-a-las-redes.pdf.jpgUna-aproximacion-practica-a-las-redes.pdf.jpgGenerated Thumbnailimage/jpeg8424https://bibliotecadigital.univalle.edu.co/bitstreams/bdc086bb-3e5f-465d-af7b-d3b1e3af7b37/download0cf6d826000bfdbaf49f7bc5931c8408MD58ORIGINALUna-aproximacion-practica-a-las-redes.pdfUna-aproximacion-practica-a-las-redes.pdfapplication/pdf9894362https://bibliotecadigital.univalle.edu.co/bitstreams/8a1d9349-2337-4e19-9e73-9e74d7c0aea4/download841346d94de6693077c5af0bac9c7827MD5610893/10330oai:bibliotecadigital.univalle.edu.co:10893/103302023-08-17 13:02:01.612open.accesshttps://bibliotecadigital.univalle.edu.coRepositorio Institucional Universidad del Valleadmin.bibdigital@correounivalle.edu.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 |