{"product_id":"physical-models-of-neural-networks-tamas-geszti-9789810200121","title":"Physical Models of Neural Networks","description":"This lecture note volume is mainly about the recent development that connected neural network modeling to the theoretical physics of disordered systems. It gives a detailed account of the (Little-) Hopfield model and its ramifications concerning non-orthogonal and hierarchical patterns, short-term memory, time sequences, and dynamical learning algorithms. It also offers a brief introduction to computation in layered feed-forward networks, trained by back-propagation and other methods. Kohonen's self-organizing feature map algorithm is discussed in detail as a physical ordering process. The book offers a minimum complexity guide through the often cumbersome theories developed around the Hopfield model. The physical model for the Kohonen self-organizing feature map algorithm is new, enabling the reader to better understand how and why this fascinating and somewhat mysterious tool works.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Tamas Geszti\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 9810200129\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9789810200121\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e World Scientific Publishing Company\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/01\/1990\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 152\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover","brand":"Tamas Geszti","offers":[{"title":"Hardcover","offer_id":48448053674239,"sku":"9789810200121","price":76.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_1c6da6e8-03b3-4866-a4e4-06014a28beaf.jpg?v=1777236579","url":"https:\/\/www.whiterainbookhouse.com\/products\/physical-models-of-neural-networks-tamas-geszti-9789810200121","provider":"WR Book House","version":"1.0","type":"link"}