{"product_id":"9781461359906","title":"Feed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation","description":"\u003ch1\u003eFeed-Forward Neural Networks: Vector Decomposition Analysis, Modelling and Analog Implementation\u003c\/h1\u003e \u003ch2\u003eAnnema, Jouke\u003c\/h2\u003e \u003cp\u003e\u003cem\u003eFeed-Forward Neural Networks: Vector Decomposition Analysis,  Modelling\u003c\/em\u003e \u003cem\u003eand Analog Implementation\u003c\/em\u003e presents a novel method  for the mathematical analysis of neural networks that learn according  to the back-propagation algorithm. The book also discusses some other  recent alternative algorithms for hardware implemented perception-like  neural networks. The method permits a simple analysis of the learning  behaviour of neural networks, allowing specifications for their  building blocks to be readily obtained. \u003cbr\u003e  Starting with the derivation of a specification and ending with its  hardware implementation, analog hard-wired, feed-forward neural  networks with on-chip back-propagation learning are designed in their  entirety. On-chip learning is necessary in circumstances where fixed  weight configurations cannot be used. It is also useful for the  elimination of most mis-matches and parameter tolerances that occur in  hard-wired neural network chips. \u003cbr\u003e  Fully analog neural networks have several advantages over other  implementations: low chip area, low power consumption, and high speed  operation. \u003cbr\u003e  \u003cem\u003eFeed-Forward Neural Networks\u003c\/em\u003e is an excellent source of reference  and may be used as a text for advanced courses. \u003cbr\u003e\u003c\/p\u003e \u003ch3\u003eDetails\u003c\/h3\u003e \u003cp\u003ePublished by: Springer\u003c\/p\u003e \u003cp\u003ePublication Date: 2013-07-13\u003c\/p\u003e \u003cp\u003eFormat: Paperback\u003c\/p\u003e \u003cp\u003eISBN-13: 9781461359906\u003c\/p\u003e \u003cp\u003eDOI: 10.1007\/978-1-4615-2337-6\u003c\/p\u003e \u003cp\u003eDimensions: 235.0cm x155.0cm\u003c\/p\u003e \u003cp\u003ePages: 238.0\u003c\/p\u003e ","brand":"Springer US","offers":[{"title":"Default Title","offer_id":44343377461388,"sku":"9781461359906","price":98.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781461359906.jpg?v=1767147276","url":"https:\/\/lateknightbooks.com\/products\/9781461359906","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}