{"id":55091,"date":"2020-07-22T14:56:03","date_gmt":"2020-07-22T13:56:03","guid":{"rendered":"https:\/\/www.clickworker.com\/?page_id=55091"},"modified":"2022-11-23T09:56:41","modified_gmt":"2022-11-23T08:56:41","slug":"neural-networks","status":"publish","type":"page","link":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/","title":{"rendered":"Neural Networks"},"content":{"rendered":"<section class=\"white section-space top_grey_separation_sm\">\r\n<div class=\"container\">\r\n<div class=\"row\">\r\n<div class=\"col-lg-6\">\r\n\r\n<span class=\"gl_letter_offcanvas gl_single\">N<\/span>\r\n<h1 class=\"section-headline pt-4 mt-1 mb-4\"><span class=\"gl_single_headline\">Neural Networks<\/span><\/h1>\r\n<ul>\r\n \t<li><a href=\"#explanation\">Neural Networks \u2013 Short Explanation<\/a><\/li>\r\n \t<li><a href=\"#ai\">Understanding Neural Networks in the World of AI<\/a><\/li>\r\n\r\n\r\n<\/ul>\r\n<\/div>\r\n\t\r\n<div class=\"col-lg-6\">\r\n\t\t\t <img decoding=\"async\" src=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/07\/neural-networks.jpg\" alt=\"Neural Networks\" class=\"gl_image max-width-100\"\/><\/div>\r\n<\/div>\r\n<\/div>\r\n<\/section>\r\n\r\n\r\n<section class=\"gray section-space\">\r\n<div class=\"container\">\r\n<div class=\"row\">\r\n<div class=\"col-lg-12\">\r\n<h2 class=\"section-headline mb-4\" id=\"explanation\">Neural Networks \u2013 Short Explanation<\/h2>\r\n<p>Neurons are cells in the body that transmit information to other cells, including muscles. A <strong>neural network<\/strong> takes its name from these cells as it is loosely modeled on the human brain. Neural networks are computer algorithms designed to recognize patterns. They are useful tools to help us classify and cluster data. After they have been correctly trained, they can quickly group data that has not been categorized or labeled, helping save time.<\/p>\r\n<p>Neural networks have fallen in and out of popularity in the AI field based on advances and changes in technology. Currently, neural networks are in a period of resurgence. This is primarily due to breakthroughs in deep learning as well as the improved graphic processing power of modern computer chips.\r\n<\/p>\r\n\r\n\r\n<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/section>\r\n\r\n<section class=\"white section-space bottom_grey_separation_sm\">\r\n<div class=\"container\">\r\n<div class=\"row\">\r\n<div class=\"col-lg-12\">\r\n<h2 class=\"section-headline mb-4\" id=\"ai\">Understanding Neural Networks in the World of AI<\/h2>\r\n<p>Neural networks are a form of machine learning, where computer algorithms are trained and learn through the analysis of examples. These examples are manually categorized in advance with appropriate labels and fed in bulk to the neural network.\r\nThe network itself is formatted in a manner where thousands of different processing nodes are interconnected. These nodes are then layered on top of each other, mimicking the human brain even more. Each node can communicate with the nodes it is connected to, similar to the synapses and neurons in a human brain. <\/p>\r\n<p>The nodes are set up to \u201cfeed-forward\u201d the data so that the data provided moves in only one direction. In this fashion, a single node could receive data from multiple nodes in one layer and then send that data onwards to numerous nodes in another layer.<\/p>\r\n\r\n\r\n\r\n<blockquote>Get thousands of <a href=\"https:\/\/www.clickworker.com\/ai-datasets-for-machine-learning\/\">AI training data<\/a> created specifically to train your AI system. <\/blockquote>\r\n\r\n\r\n\r\n<p>Neural networks learn by processing information. When a neural network is active, each node is given a \u201cweight.\u201d As data passes through multiple connections, the weight of each individual node is added together. Based on a specific threshold value that has been designated, the information will only be passed on if the weight surpasses the threshold value. To determine these weights, neural nets are initially created with entirely random values. As training data is fed into them, the weights and thresholds are adjusted until the output meets the objectives and expectations. <\/p>\r\n\r\n\r\n\t<\/div>\r\n<\/div>\r\n<\/div>\r\n<\/section>","protected":false},"excerpt":{"rendered":"<p>N Neural Networks Neural Networks \u2013 Short Explanation Understanding Neural Networks in the World of AI Neural Networks \u2013 Short Explanation Neurons are cells in the body that transmit information to other cells, including muscles. A neural network takes its name from these cells as it is loosely modeled on the human brain. Neural networks [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":54483,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"blank_with_breadcrumb.php","meta":{"footnotes":""},"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.5 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Neural Networks - Term explanation in the AI glossary<\/title>\n<meta name=\"description\" content=\"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!\" \/>\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.clickworker.com\/ai-glossary\/neural-networks\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Neural Networks - Term explanation in the AI glossary\" \/>\n<meta property=\"og:description\" content=\"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/\" \/>\n<meta property=\"og:site_name\" content=\"clickworker.com\" \/>\n<meta property=\"article:modified_time\" content=\"2022-11-23T08:56:41+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/07\/neural-networks.jpg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\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.clickworker.com\/ai-glossary\/neural-networks\/\",\"url\":\"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/\",\"name\":\"Neural Networks - Term explanation in the AI glossary\",\"isPartOf\":{\"@id\":\"https:\/\/www.clickworker.com\/#website\"},\"datePublished\":\"2020-07-22T13:56:03+00:00\",\"dateModified\":\"2022-11-23T08:56:41+00:00\",\"description\":\"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!\",\"breadcrumb\":{\"@id\":\"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.clickworker.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI Glossary\",\"item\":\"https:\/\/www.clickworker.com\/ai-glossary\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Neural Networks\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.clickworker.com\/#website\",\"url\":\"https:\/\/www.clickworker.com\/\",\"name\":\"clickworker.com\",\"description\":\"Your Content Provider\",\"publisher\":{\"@id\":\"https:\/\/www.clickworker.com\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.clickworker.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.clickworker.com\/#organization\",\"name\":\"clickworker\",\"url\":\"https:\/\/www.clickworker.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.clickworker.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2023\/06\/clickworkerCompactLogo.webp\",\"contentUrl\":\"https:\/\/www.clickworker.com\/wp-content\/uploads\/2023\/06\/clickworkerCompactLogo.webp\",\"width\":696,\"height\":696,\"caption\":\"clickworker\"},\"image\":{\"@id\":\"https:\/\/www.clickworker.com\/#\/schema\/logo\/image\/\"},\"sameAs\":[\"https:\/\/www.linkedin.com\/company\/clickworker\/\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Neural Networks - Term explanation in the AI glossary","description":"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!","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.clickworker.com\/ai-glossary\/neural-networks\/","og_locale":"en_US","og_type":"article","og_title":"Neural Networks - Term explanation in the AI glossary","og_description":"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!","og_url":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/","og_site_name":"clickworker.com","article_modified_time":"2022-11-23T08:56:41+00:00","og_image":[{"url":"https:\/\/www.clickworker.com\/wp-content\/uploads\/2020\/07\/neural-networks.jpg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/","url":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/","name":"Neural Networks - Term explanation in the AI glossary","isPartOf":{"@id":"https:\/\/www.clickworker.com\/#website"},"datePublished":"2020-07-22T13:56:03+00:00","dateModified":"2022-11-23T08:56:41+00:00","description":"Neurons are cells in the body that transmit information to other cells. They are useful tools to help us classify and cluster data. Contact us now!","breadcrumb":{"@id":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.clickworker.com\/ai-glossary\/neural-networks\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.clickworker.com\/"},{"@type":"ListItem","position":2,"name":"AI Glossary","item":"https:\/\/www.clickworker.com\/ai-glossary\/"},{"@type":"ListItem","position":3,"name":"Neural Networks"}]},{"@type":"WebSite","@id":"https:\/\/www.clickworker.com\/#website","url":"https:\/\/www.clickworker.com\/","name":"clickworker.com","description":"Your Content Provider","publisher":{"@id":"https:\/\/www.clickworker.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.clickworker.com\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/www.clickworker.com\/#organization","name":"clickworker","url":"https:\/\/www.clickworker.com\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.clickworker.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.clickworker.com\/wp-content\/uploads\/2023\/06\/clickworkerCompactLogo.webp","contentUrl":"https:\/\/www.clickworker.com\/wp-content\/uploads\/2023\/06\/clickworkerCompactLogo.webp","width":696,"height":696,"caption":"clickworker"},"image":{"@id":"https:\/\/www.clickworker.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.linkedin.com\/company\/clickworker\/"]}]}},"_links":{"self":[{"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/pages\/55091"}],"collection":[{"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/comments?post=55091"}],"version-history":[{"count":10,"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/pages\/55091\/revisions"}],"predecessor-version":[{"id":70565,"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/pages\/55091\/revisions\/70565"}],"up":[{"embeddable":true,"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/pages\/54483"}],"wp:attachment":[{"href":"https:\/\/www.clickworker.com\/wp-json\/wp\/v2\/media?parent=55091"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}