{"product_id":"thinking-machines-machine-learning-and-its-hardware-implementation-paperback-9780128182796","title":"Thinking Machines; Machine Learning and Its Hardware Implementation (Paperback) 9780128182796","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eThinking Machines\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eMachine Learning and Its Hardware Implementation\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eFocuses on machine learning accelerators and hardware development for machine\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eShigeyuki Takano (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128182796, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 7 April 2021\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e322 pages\u003cbr\u003e22.9 x 15.2 x 2.1 cm, 0.52 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003ci\u003eThinking Machines: Machine Learning and Its Hardware Implementation\u003c\/i\u003e covers the theory and application of machine learning, neuromorphic computing and neural networks. This is the first book that focuses on machine learning accelerators and hardware development for machine learning. It presents not only a summary of the latest trends and examples of machine learning hardware and basic knowledge of machine learning in general, but also the main issues involved in its implementation. Readers will learn what is required for the design of machine learning hardware for neuromorphic computing and\/or neural networks.\u003cbr\u003e\u003cbr\u003eThis is a recommended book for those who have basic knowledge of machine learning or those who want to learn more about the current trends of machine learning.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Introduction 2. Traditional Microarchitectures 3. Machine Learning and its Implementation 4. Applications, ASICs, and Domain-Specific Architectures 5. Machine Learning Model Development 6. Performance Improvement Methods 7. Study of Hardware Implementation 8. Keys of Hardware Implementation 9. Conclusion\u003c\/p\u003e \u003cp\u003eAppendix A. Basics of Deep Learning B. Modeling of Deep Learning Hardware C. Advanced Network Models D. National Trends for Research and Its Investment  E. Machine Learning and Social\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Computer architecture \u0026amp; logic design [\u003ca title=\"See our other books on Computer architecture \u0026amp; logic design\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Computer%20architecture%20\u0026amp;%20logic%20design%20%5BUYF%5D%22\"\u003eUYF\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Academic Press","offers":[{"title":"Default Title","offer_id":46648652661016,"sku":"9780128182796","price":68.89,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128182796.jpg?v=1694093104","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/thinking-machines-machine-learning-and-its-hardware-implementation-paperback-9780128182796","provider":"Freshly Printed Books","version":"1.0","type":"link"}