{"id":7390,"date":"2015-02-20T16:59:34","date_gmt":"2015-02-20T19:59:34","guid":{"rendered":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/?p=7390"},"modified":"2015-02-20T16:59:34","modified_gmt":"2015-02-20T19:59:34","slug":"curso-de-posgrado-redes-neuronales-artificiales","status":"publish","type":"post","link":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/2015\/02\/20\/curso-de-posgrado-redes-neuronales-artificiales\/","title":{"rendered":"Curso de Posgrado \u201cRedes Neuronales Artificiales\u201d"},"content":{"rendered":"<p style=\"text-align: center\"><strong>Magister en M\u00e9todos Num\u00e9ricos y Computacionales en Ingenier\u00eda<\/strong><br \/>\n<strong>FACET \u2013 UNT<\/strong><\/p>\n<p><strong>Expositores<\/strong>:<\/p>\n<ul>\n<li>Adri\u00e1n Will<\/li>\n<li>Jorge Gotay<\/li>\n<\/ul>\n<p><!--more--><\/p>\n<p><strong>Programa<\/strong>:<\/p>\n<ul>\n<li>Redes Neuronales Artificiales. Aplicaciones. Perceptr\u00f3n. Entrenamiento. Perceptr\u00f3n Multicapa. Otras arquitecturas. Entrenamiento Supervisado y No Supervisado. Divisi\u00f3n del conjunto de datos. CrossValidation y Bootstrapping. Backpropagation y principales variantes para Algoritmos de Entrenamiento de Redes Neuronales. Overfitting. Estrategias para detectarlo y evitarlo. Pre- y Post-procesamiento de datos.<\/li>\n<li>Redes Radiales (RBF) y Redes de Regresi\u00f3n Generalizada (GRNN).<\/li>\n<li>Support Vector Machines para Clasificaci\u00f3n y Regresi\u00f3n.<\/li>\n<li>Extreme Learning Machines. Descomposici\u00f3n en Valores Singulares (SVD). Matriz pseudoinversa. Condici\u00f3n de una matriz. Extreme Learning Machines con distintas caracter\u00edsticas y sobre distintas Redes Neuronales. Aplicaciones y comparaciones.<\/li>\n<\/ul>\n<p><strong>Clase Inicial<\/strong>: Lunes 09\/03\/2015, 10:00 hs (Clase Inicial para discutir horarios), Centro de M\u00e9todos Num\u00e9ricos y Computacionales en Ingenier\u00eda \u2013 Block 4, 1er. Piso &#8211; FACET \u2013 UNT<\/p>\n<p><strong>Aran\u00adcel:\u00a0<\/strong>$ 500.00. Cupo li\u00admi\u00adta\u00addo<\/p>\n<p><strong>Du\u00adra\u00adci\u00f3n:<\/strong>\u00a060 horas<\/p>\n<p><strong>In\u00adfor\u00admes e Ins\u00adcrip\u00adci\u00f3n:<\/strong><br \/>\nCen\u00adtro de M\u00e9\u00adto\u00addos Nu\u00adm\u00e9\u00adri\u00adcos y Compu\u00adtacio\u00adna\u00adles en In\u00adge\u00adnie\u00adr\u00eda<br \/>\nFa\u00adcul\u00adtad de Cien\u00adcias Exac\u00adtas y Tec\u00adno\u00adlo\u00adg\u00eda \u2013 UNT<br \/>\nAv. In\u00adde\u00adpen\u00adden\u00adcia 1800 \u2013\u00a0 T4002\u00adBLR \u2013 San Mi\u00adguel de Tu\u00adcu\u00adm\u00e1n<br \/>\nTel: 0381-4369043, int. 7784, Email: <a href=\"mailto:cemnci@\u200bherrera.\u200bunt.\u200bedu.\u200bar\" target=\"_blank\"><strong>cemnci@\u200bherrera.\u200bunt.\u200bedu.\u200bar<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Magister en M\u00e9todos Num\u00e9ricos y Computacionales en Ingenier\u00eda FACET \u2013 UNT Expositores: Adri\u00e1n Will Jorge Gotay<\/p>\n","protected":false},"author":6,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[5,4],"tags":[],"_links":{"self":[{"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/posts\/7390"}],"collection":[{"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/users\/6"}],"replies":[{"embeddable":true,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/comments?post=7390"}],"version-history":[{"count":2,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/posts\/7390\/revisions"}],"predecessor-version":[{"id":7392,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/posts\/7390\/revisions\/7392"}],"wp:attachment":[{"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/media?parent=7390"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/categories?post=7390"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.facet.unt.edu.ar\/facetinforma\/wp-json\/wp\/v2\/tags?post=7390"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}