{"id":1283,"date":"2014-04-14T15:24:27","date_gmt":"2014-04-14T19:24:27","guid":{"rendered":"http:\/\/michaelnielsen.org\/blog\/?p=1283"},"modified":"2014-04-14T15:24:27","modified_gmt":"2014-04-14T19:24:27","slug":"how-the-backpropagation-algorithm-works","status":"publish","type":"post","link":"https:\/\/michaelnielsen.org\/blog\/how-the-backpropagation-algorithm-works\/","title":{"rendered":"How the backpropagation algorithm works"},"content":{"rendered":"<p><a href=\"http:\/\/neuralnetworksanddeeplearning.com\/chap2.html\">Chapter 2<\/a> of my free online book about <a href=\"http:\/\/neuralnetworksanddeeplearning.com\">&#8220;Neural Networks and Deep Learning&#8221;<\/a> is now available.  The chapter is an in-depth explanation of the backpropagation algorithm.  Backpropagation is the workhorse of learning in neural networks, and a key component in modern deep learning systems.\u00ef\u00bb\u00bf  Enjoy!<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Chapter 2 of my free online book about &#8220;Neural Networks and Deep Learning&#8221; is now available. The chapter is an in-depth explanation of the backpropagation algorithm. Backpropagation is the workhorse of learning in neural networks, and a key component in modern deep learning systems.\u00ef\u00bb\u00bf Enjoy!<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-1283","post","type-post","status-publish","format-standard","hentry","category-uncategorized","entry"],"_links":{"self":[{"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/posts\/1283","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/comments?post=1283"}],"version-history":[{"count":1,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/posts\/1283\/revisions"}],"predecessor-version":[{"id":1284,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/posts\/1283\/revisions\/1284"}],"wp:attachment":[{"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/media?parent=1283"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/categories?post=1283"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/michaelnielsen.org\/blog\/wp-json\/wp\/v2\/tags?post=1283"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}