{"product_id":"feed-forward-neural-networks-vector-decomposition-analysis-modelling-and-analog-implementation-von-anne-johan-annema-1","title":"Feed-Forward Neural Networks","description":"\n                \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\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9781461359906\"\u003e\u003ch3\u003eVector Decomposition Analysis, Modelling and Analog Implementation\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9781461359906","offer_id":40557828145245,"sku":"9781461359906","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/9eaa2a31-3c87-4d23-b29b-d2685ecb1f80.jpg?v=1771218169","url":"https:\/\/shop.autorenwelt.de\/products\/feed-forward-neural-networks-vector-decomposition-analysis-modelling-and-analog-implementation-von-anne-johan-annema-1","provider":"Autorenwelt Shop","version":"1.0","type":"link"}