{"id":15297,"date":"2018-03-09T09:02:24","date_gmt":"2018-03-09T09:02:24","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/early-vision-and-artificial-neural-networks\/"},"modified":"2018-03-09T09:02:24","modified_gmt":"2018-03-09T09:02:24","slug":"early-vision-and-artificial-neural-networks","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/early-vision-and-artificial-neural-networks\/","title":{"rendered":"Early vision and artificial neural networks"},"content":{"rendered":"<h2>Tesis doctoral de <strong> Emilio Santiago Corchado Rodriguez <\/strong><\/h2>\n<p>Esta memoria presenta un m\u00e9todo para derivar reglas de aprendizaje, a partir de funciones de densidad de probabilidad empleando redes neuronales.  esta tesis persenta una investigaci\u00f3n centrada en el uso de redes neuronales artificiales, con aprendizaje principalmente no supervisado, empleando conjuntos de datos visuales.  a lo largo de la memoria se muestran nuevas arquitecturas de redes neuronales cuyas caracter\u00edsticas se analizan primero en conjuntos de datos artificiales y posteriormente en conjuntos de datos reales.  debemos destacar dos temas principalmente:  * el primero es la derivaci\u00f3n de reglas de aprendizaje obtenidas a trav\u00e9s de principios probabil\u00edsticos. Esto ha dado lugar a la obtenci\u00f3n de un m\u00e9todo que provoca que la respuesta de la red sea globalmente ordenada y en una nueva manera de llevar a cabo la t\u00e9cnica estad\u00edstica denominada b\u00fasqueda de proyecciones exploratorias (exploratory projection pursuit).  * el segundo punto consiste en la aplicaci\u00f3n de estas nuevas arquitecturas a conjuntos de datos visuales. Esta es un tema de investigaci\u00f3n abierto al cual nosotros pensamos que hemos aportado resultados bastante significativos.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Early vision and artificial neural networks<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Early vision and artificial neural networks <\/li>\n<li><strong>Autor:<\/strong>\u00a0 Emilio Santiago Corchado Rodriguez <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Salamanca<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 25\/01\/2002<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<h3>Direcci\u00f3n y tribunal<\/h3>\n<ul>\n<li><strong>Director de la tesis<\/strong>\n<ul>\n<li>Luis Alonso Romero<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: eladio Sanz garcia <\/li>\n<li>ramon Perez otero (vocal)<\/li>\n<li>quintin Martin martin (vocal)<\/li>\n<li>teodoro Calonge cano (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Emilio Santiago Corchado Rodriguez Esta memoria presenta un m\u00e9todo para derivar reglas de aprendizaje, a partir de [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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