{"id":9629,"date":"2025-07-10T10:12:20","date_gmt":"2025-07-10T08:12:20","guid":{"rendered":"https:\/\/www.kubicek.ai\/?post_type=lexicon&#038;p=9629"},"modified":"2026-07-27T13:58:50","modified_gmt":"2026-07-27T11:58:50","slug":"encoder","status":"publish","type":"lexicon","link":"https:\/\/www.kubicek.ai\/en\/lexicon\/encoder\/","title":{"rendered":"Encoder"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">In artificial intelligence and neural networks, the <strong>encoder<\/strong> is the part of a model whose job is to process input data and convert it into a condensed, numerical form. This internal representation, often referred to as a context vector or latent space, captures the essential properties and meaning of the original information, whether it is text, an image or a sound. The encoder&#8217;s goal is to create an information-rich summary that is efficient for further processing, for example for classification or for handing over to a decoder within more complex architectures.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\">Imagine reading a whole article and then trying to sum up its main idea in a single sentence for a friend. That is exactly what an encoder does. It takes a large quantity of information at the input and &#8220;thinks it through&#8221; so as to produce a short but pithy summary in a language the computer understands. It can then use this compact package of the most important information to decide what the article was about, or pass it on for further processing.<\/p>\n","protected":false},"featured_media":0,"template":"","class_list":["post-9629","lexicon","type-lexicon","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/www.kubicek.ai\/en\/wp-json\/wp\/v2\/lexicon\/9629","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.kubicek.ai\/en\/wp-json\/wp\/v2\/lexicon"}],"about":[{"href":"https:\/\/www.kubicek.ai\/en\/wp-json\/wp\/v2\/types\/lexicon"}],"wp:attachment":[{"href":"https:\/\/www.kubicek.ai\/en\/wp-json\/wp\/v2\/media?parent=9629"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}