{"product_id":"toward-deep-neural-networks-yunong-zhang-9781138387034","title":"Toward Deep Neural Networks: Wasd Neuronet Models, Algorithms, and Applications","description":"\u003cp\u003e\u003cstrong\u003e\u003cem\u003eToward Deep Neural Networks: WASD Neuronet Models, Algorithms, and Applications\u003c\/em\u003e\u003c\/strong\u003e introduces the outlook and extension toward deep neural networks, with a focus on the weights-and-structure determination (WASD) algorithm. Based on the authors' 20 years of research experience on neuronets, the book explores the models, algorithms, and applications of the WASD neuronet, and allows reader to extend the techniques in the book to solve scientific and engineering problems. The book will be of interest to engineers, senior undergraduates, postgraduates, and researchers in the fields of neuronets, computer mathematics, computer science, artificial intelligence, numerical algorithms, optimization, simulation and modeling, deep learning, and data mining. \u003c\/p\u003e\u003cp\u003eFeatures\u003c\/p\u003e\u003cul\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eFocuses on neuronet models, algorithms, and applications\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eDesigns, constructs, develops, analyzes, simulates and compares various WASD neuronet models, such as single-input WASD neuronet models, two-input WASD neuronet models, three-input WASD neuronet models, and general multi-input WASD neuronet models for function data approximations\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eIncludes real-world applications, such as population prediction\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eProvides complete mathematical foundations, such as Weierstrass approximation, Bernstein polynomial approximation, Taylor polynomial approximation, and multivariate function approximation, exploring the close integration of mathematics (i.e., function approximation theories) and computers (e.g., computer algorithms)\u003c\/li\u003e \u003cp\u003e \u003c\/p\u003e \u003cli\u003eUtilizes the authors' 20 years of research on neuronets\u003c\/li\u003e \u003c\/ul\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Yunong Zhang,Dechao Chen,Chengxu Ye\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 1138387037\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9781138387034\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e CRC Press\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 03\/20\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 368\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.85lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 10.10h x 7.30w x 1.00d","brand":"Yunong Zhang","offers":[{"title":"Hardcover","offer_id":48113276846335,"sku":"9781138387034","price":160.0,"currency_code":"USD","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_76d3c411-191d-466c-8576-7d53ec04bddb.jpg?v=1769614036","url":"https:\/\/www.whiterainbookhouse.com\/products\/toward-deep-neural-networks-yunong-zhang-9781138387034","provider":"WR Book House","version":"1.0","type":"link"}