{"product_id":"9789814522755","title":"Principles Of Artificial Neural Networks (3rd Edition)","description":"\u003cp\u003eArtificial neural networks are most suitable for solving problems that are complex, ill-defined, highly nonlinear, of many and different variables, and\/or stochastic. Such problems are abundant in medicine, in finance, in security and beyond.\u003c\/p\u003e\u003cp\u003eThis volume covers the basic theory and architecture of the major artificial neural networks. Uniquely, it presents 18 complete case studies of applications of neural networks in various fields, ranging from cell-shape classification to micro-trading in finance and to constellation recognition — all with their respective source codes. These case studies demonstrate to the readers in detail how such case studies are designed and executed and how their specific results are obtained.\u003c\/p\u003e\u003cp\u003eThe book is written for a one-semester graduate or senior-level undergraduate course on artificial neural networks. It is also intended to be a self-study and a reference text for scientists, engineers and for researchers in medicine, finance and data mining.\u003c\/p\u003e\u003cb\u003eContents:\u003c\/b\u003e\u003cul\u003e\n\u003cli\u003eIntroduction and Role of Artificial Neural Networks\u003c\/li\u003e\n\u003cli\u003eFundamentals of Biological Neural Networks\u003c\/li\u003e\n\u003cli\u003eBasic Principles of ANNs and Their Early Structures\u003c\/li\u003e\n\u003cli\u003eThe Perceptron\u003c\/li\u003e\n\u003cli\u003eThe Madaline\u003c\/li\u003e\n\u003cli\u003eBack Propagation\u003c\/li\u003e\n\u003cli\u003eHopfield Networks\u003c\/li\u003e\n\u003cli\u003eCounter Propagation\u003c\/li\u003e\n\u003cli\u003eLarge Scale Memory Storage and Retrieval (LAMSTAR) Network\u003c\/li\u003e\n\u003cli\u003eAdaptive Resonance Theory\u003c\/li\u003e\n\u003cli\u003eThe Cognitron and the Neocognitron\u003c\/li\u003e\n\u003cli\u003eStatistical Training\u003c\/li\u003e\n\u003cli\u003eRecurrent (Time Cycling) Back Propagation Networks\u003c\/li\u003e\n\u003c\/ul\u003e\u003cbr\u003e\u003cb\u003eReadership:\u003c\/b\u003e Graduate and advanced senior students in artificial intelligence, pattern recognition \u0026amp; image analysis, neural networks, computational economics and finance, and biomedical engineering.\u003cbr\u003e","brand":"World Scientific Publishing Company, Incorporated","offers":[{"title":"Default Title","offer_id":47185296261360,"sku":"9789814522755","price":46.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0737\/7593\/9824\/files\/9789814522755_p0.jpg?v=1763692097","url":"https:\/\/shop-qa.barnesandnoble.com\/products\/9789814522755","provider":"Barnes \u0026 Noble (DEV)","version":"1.0","type":"link"}