{"id":136084,"date":"1997-01-01T00:00:00","date_gmt":"1997-01-01T00:00:00","guid":{"rendered":"https:\/\/www.deberes.net\/tesis\/sin-categoria\/redes-neuronales-en-clasificacion\/"},"modified":"1997-01-01T00:00:00","modified_gmt":"1997-01-01T00:00:00","slug":"redes-neuronales-en-clasificacion","status":"publish","type":"post","link":"https:\/\/www.deberes.net\/tesis\/matematicas\/redes-neuronales-en-clasificacion\/","title":{"rendered":"Redes neuronales en clasificacion."},"content":{"rendered":"<h2>Tesis doctoral de <strong>  Sanchez Pastor M. Sagrario <\/strong><\/h2>\n<p>El calculo neuronal es una alternativa para problemas de clasificacion multivariante si no se desea recurrir a modelos de tipo probabilistico y\/o funcional basados en informacion aprioristica sobre los datos. En este tipo de problemas, una red ha de ser entrenada para minimizar frecuencias (funcion respuesta discreta) y no es adecuada la regla de propagacion hacia atras para vincular las modificaciones de los pesos de la red a las modificaciones de las frecuencias de error en clasificacion obtenidas al progresar el aprendizaje. Dada una red multinivel siempre hacia adelante (mlf), se propone un mecanismo de aprendizaje basado en la evolucion estocastica de los pesos, como alternativa al metodo mas usado basado en el gradiente descendente para propagar los errores hacia atras (backpropagation).  la red con aprendizaje estocastico se evalua con problemas-tipo complejos de clasificacion, tanto reales como simulados, incidiendo especialmente en su comportamiento como test de hipotesis no parametrico.<\/p>\n<p>&nbsp;<\/p>\n<h3>Datos acad\u00e9micos de la tesis doctoral \u00ab<strong>Redes neuronales en clasificacion.<\/strong>\u00ab<\/h3>\n<ul>\n<li><strong>T\u00edtulo de la tesis:<\/strong>\u00a0 Redes neuronales en clasificacion. <\/li>\n<li><strong>Autor:<\/strong>\u00a0  Sanchez Pastor M. Sagrario <\/li>\n<li><strong>Universidad:<\/strong>\u00a0 Valladolid<\/li>\n<li><strong>Fecha de lectura de la tesis:<\/strong>\u00a0 01\/01\/1997<\/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 Sarabia Peinador<\/li>\n<\/ul>\n<\/li>\n<li><strong>Tribunal<\/strong>\n<ul>\n<li>Presidente del tribunal: Miguel Martin Diaz <\/li>\n<li>Roberto Todeschini (vocal)<\/li>\n<li>Jes\u00fas Mar\u00eda Sanz Serna (vocal)<\/li>\n<li>Juan Lopez Coronado (vocal)<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Tesis doctoral de Sanchez Pastor M. Sagrario El calculo neuronal es una alternativa para problemas de clasificacion multivariante si no [&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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-gradient":""}},"footnotes":""},"categories":[1890,1477,2528,126,13728,12451],"tags":[27823,12719,50344,7309,132047,250410],"class_list":["post-136084","post","type-post","status-publish","format-standard","hentry","category-ciencia-de-los-ordenadores","category-estadistica","category-inteligencia-artificial","category-matematicas","category-teoria-y-procesos-de-decision","category-valladolid","tag-jesus-maria-sanz-serna","tag-juan-lopez-coronado","tag-luis-sarabia-peinador","tag-miguel-martin-diaz","tag-roberto-todeschini","tag-sanchez-pastor-m-sagrario"],"_links":{"self":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/136084","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/comments?post=136084"}],"version-history":[{"count":0,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/posts\/136084\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/media?parent=136084"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/categories?post=136084"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.deberes.net\/tesis\/wp-json\/wp\/v2\/tags?post=136084"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}