{"id":3536,"date":"2023-08-31T11:12:58","date_gmt":"2023-08-31T11:12:58","guid":{"rendered":"https:\/\/neuraldesigner.com\/learning\/neural-networks-bibliography\/"},"modified":"2023-11-02T18:59:45","modified_gmt":"2023-11-02T17:59:45","slug":"neural-networks-bibliography","status":"publish","type":"learning","link":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/","title":{"rendered":"Neural networks selected bibliography"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"3536\" class=\"elementor elementor-3536\" data-elementor-post-type=\"learning\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-2a466cb2 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2a466cb2\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-1234d43e\" data-id=\"1234d43e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-5b43537e elementor-widget elementor-widget-text-editor\" data-id=\"5b43537e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p>&nbsp;<span style=\"color: var( --e-global-color-text ); font-family: var( --e-global-typography-text-font-family ), Sans-serif; font-size: var( --e-global-typography-text-font-size ); font-weight: var( --e-global-typography-text-font-weight );\">&nbsp;<\/span><\/p>\n<p><script><![CDATA[ function myFunction() { var x = document.getElementById(\"myTopnav\"); if (x.className === \"topnav\") { x.className += \" responsive\"; } else { x.className = \"topnav\"; } } ]]><\/script><\/p>\n<p><script type=\"text\/x-mathjax-config\"><![CDATA[ MathJax.Hub.Config({tex2jax: {inlineMath: [['$','$'], ['(',')']]}}); ]]><\/script><\/p>\n<section>\n<h1 class=\"post\"><img decoding=\"async\" class=\"small_center\" src=\"https:\/\/www.neuraldesigner.com\/images\/neural_network_grey.svg\"><\/h1>\n<\/section>\n<section><b>Fundamentals of recurrent neural network (RNN) and long-short term memory (LSTM) network.<\/b><br>\nA Sherstinsky. Physica D: Nonlinear Phenomena, 404, 2020.<b>Neural networks and deep learning.&nbsp;<\/b>CC Aggarwal. Springer, 2018.<p><\/p>\n<p><b>Adam: A method for stochastic optimization.&nbsp;<\/b>Diederik P Kingma and Jimmy Ba. arXiv preprint arXiv:1412.6980, 2014.<\/p>\n<p><b>Learning precise timing with lstm recurrent networks.&nbsp;<\/b>FA Gers, NN Schraudolph and J Schmidhuber. Journal of Machine Learning Research, 3(1):115-143, 2003.<\/p>\n<p><b>Neural networks for pattern recognition.&nbsp;<\/b>CM Bishop. Oxford university press, 1995.<\/p>\n<p><b>Training feedforward networks with the Marquardt algorithm.&nbsp;<\/b>MT Hagan and M Menhaj. IEEE Transactions on Neural Networks, vol. 5, no. 6, pp. 989\u2013993, 1994.<\/p>\n<p><b>First and second order methods for learning: Between steepest descent and Newton\u2019s method.&nbsp;<\/b>R Battiti. Neural Computation, vol. 4, no. 2, pp. 141\u2013166, 1992.<\/p>\n<p><b>Multilayer feedforward networks are universal approximators.&nbsp;<\/b>K Hornik, M Stinchcombe and H White. Neural Networks, 2(5):359-366, 1989.<\/p>\n<p><b>Learning representations by back-propagating errors.&nbsp;<\/b>DE Rumelhart, GE Hinton and RJ Williams. Nature, vol. 323, pp. 533\u2013536, 1986.<\/p>\n<p><b>Function minimization by conjugate gradients.&nbsp;<\/b>R Fletcher and CM Reeves Computer Journal, vol. 7, pp. 149-154, 1964.<\/p>\n<p><b>Principles of Neurodynamics.&nbsp;<\/b>F Rosenblatt. Washington D.C.: Spartan Press, 1961.<\/p>\n<p><b>The Organization of Behavior.&nbsp;<\/b>DO Hebb. New York: Wiley, 1949.<\/p>\n<p><b>A logical calculus of ideas immanent in nervous activity.&nbsp;<\/b>WS McCulloch and WH Pitts. Bulletin of Mathematical Biophysics, vol. 5, pp. 115-133, 1943.<\/p>\n<\/section>\n<section><a class=\"button\" style=\"float: left;\" href=\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/model-selection\">\u21d0 Model Deployment<\/a><\/section>\n<p>&nbsp;<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"author":122,"featured_media":1869,"template":"","categories":[30],"tags":[],"class_list":["post-3536","learning","type-learning","status-publish","has-post-thumbnail","hentry","category-tutorials"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.4 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Neural networks selected bibliography<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Neural Networks Tutorial | Neural Designer\" \/>\n<meta property=\"og:description\" content=\"This tutorial will teach how to use neural networks, the most powerful mehtod for machine learning and artificial intelligence, to build your own models.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/\" \/>\n<meta property=\"og:site_name\" content=\"Neural Designer\" \/>\n<meta property=\"article:modified_time\" content=\"2023-11-02T17:59:45+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp\" \/>\n\t<meta property=\"og:image:width\" content=\"446\" \/>\n\t<meta property=\"og:image:height\" content=\"183\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/webp\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Neural Networks Tutorial | Neural Designer\" \/>\n<meta name=\"twitter:description\" content=\"This tutorial will teach how to use neural networks, the most powerful mehtod for machine learning and artificial intelligence, to build your own models.\" \/>\n<meta name=\"twitter:site\" content=\"@NeuralDesigner\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/\",\"url\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/\",\"name\":\"Neural networks selected bibliography\",\"isPartOf\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp\",\"datePublished\":\"2023-08-31T11:12:58+00:00\",\"dateModified\":\"2023-11-02T17:59:45+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage\",\"url\":\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp\",\"contentUrl\":\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp\",\"width\":446,\"height\":183},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.neuraldesigner.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Learning\",\"item\":\"https:\/\/www.neuraldesigner.com\/learning\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Neural networks selected bibliography\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.neuraldesigner.com\/#website\",\"url\":\"https:\/\/www.neuraldesigner.com\/\",\"name\":\"Neural Designer\",\"description\":\"Explanable AI Platform\",\"publisher\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.neuraldesigner.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.neuraldesigner.com\/#organization\",\"name\":\"Neural Designer\",\"url\":\"https:\/\/www.neuraldesigner.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.neuraldesigner.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/05\/logo-neural-1.png\",\"contentUrl\":\"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/05\/logo-neural-1.png\",\"width\":1024,\"height\":223,\"caption\":\"Neural Designer\"},\"image\":{\"@id\":\"https:\/\/www.neuraldesigner.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/x.com\/NeuralDesigner\",\"https:\/\/es.linkedin.com\/showcase\/neuraldesigner\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Neural networks selected bibliography","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/","og_locale":"en_US","og_type":"article","og_title":"Neural Networks Tutorial | Neural Designer","og_description":"This tutorial will teach how to use neural networks, the most powerful mehtod for machine learning and artificial intelligence, to build your own models.","og_url":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/","og_site_name":"Neural Designer","article_modified_time":"2023-11-02T17:59:45+00:00","og_image":[{"width":446,"height":183,"url":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp","type":"image\/webp"}],"twitter_card":"summary_large_image","twitter_title":"Neural Networks Tutorial | Neural Designer","twitter_description":"This tutorial will teach how to use neural networks, the most powerful mehtod for machine learning and artificial intelligence, to build your own models.","twitter_site":"@NeuralDesigner","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/","url":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/","name":"Neural networks selected bibliography","isPartOf":{"@id":"https:\/\/www.neuraldesigner.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage"},"image":{"@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage"},"thumbnailUrl":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp","datePublished":"2023-08-31T11:12:58+00:00","dateModified":"2023-11-02T17:59:45+00:00","breadcrumb":{"@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#primaryimage","url":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp","contentUrl":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/06\/Neural-network-advanced-analytics.webp","width":446,"height":183},{"@type":"BreadcrumbList","@id":"https:\/\/www.neuraldesigner.com\/learning\/tutorials\/neural-networks-bibliography\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.neuraldesigner.com\/"},{"@type":"ListItem","position":2,"name":"Learning","item":"https:\/\/www.neuraldesigner.com\/learning\/"},{"@type":"ListItem","position":3,"name":"Neural networks selected bibliography"}]},{"@type":"WebSite","@id":"https:\/\/www.neuraldesigner.com\/#website","url":"https:\/\/www.neuraldesigner.com\/","name":"Neural Designer","description":"Explanable AI Platform","publisher":{"@id":"https:\/\/www.neuraldesigner.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.neuraldesigner.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.neuraldesigner.com\/#organization","name":"Neural Designer","url":"https:\/\/www.neuraldesigner.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.neuraldesigner.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/05\/logo-neural-1.png","contentUrl":"https:\/\/www.neuraldesigner.com\/wp-content\/uploads\/2023\/05\/logo-neural-1.png","width":1024,"height":223,"caption":"Neural Designer"},"image":{"@id":"https:\/\/www.neuraldesigner.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/x.com\/NeuralDesigner","https:\/\/es.linkedin.com\/showcase\/neuraldesigner\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/learning\/3536","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/learning"}],"about":[{"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/types\/learning"}],"author":[{"embeddable":true,"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/users\/122"}],"version-history":[{"count":0,"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/learning\/3536\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/media\/1869"}],"wp:attachment":[{"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/media?parent=3536"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/categories?post=3536"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.neuraldesigner.com\/api\/wp\/v2\/tags?post=3536"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}