{"product_id":"machine-learning-on-commodity-tiny-devices-theory-and-practice-hardcover","title":"Machine Learning on Commodity Tiny Devices: Theory and Practice - Hardcover","description":"\u003cp\u003eby \u003cb\u003eSong Guo\u003c\/b\u003e (Author), \u003cb\u003eQihua Zhou\u003c\/b\u003e (Author)\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003eThis book aims at the tiny machine learning (TinyML) software and hardware synergy for edge intelligence applications. It presents on-device learning techniques covering model-level neural network design, algorithm-level training optimization, and hardware-level instruction acceleration.\u003c\/p\u003e\u003ch3\u003eAuthor Biography\u003c\/h3\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eSong Guo\u003c\/strong\u003e is a Full Professor leading the Edge Intelligence Lab and Research Group of Networking and Mobile Computing at the Hong Kong Polytechnic University. Professor Guo is a Fellow of the Canadian Academy of Engineering, Fellow of the IEEE, Fellow of the AAIA and Clarivate Highly Cited Researcher.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eQihua Zhou\u003c\/strong\u003e is a PhD student with the Department of Computing at the Hong Kong Polytechnic University. His research interests include distributed AI systems, large-scale parallel processing, TinyML systems and domain-specific accelerators.\u003c\/p\u003e\u003cdiv\u003e\n\u003cstrong\u003eNumber of Pages:\u003c\/strong\u003e 250\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eDimensions:\u003c\/strong\u003e 0.63 x 10 x 7 IN\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003eIllustrated:\u003c\/strong\u003e Yes\u003c\/div\u003e\u003cdiv\u003e\n\u003cstrong\u003ePublication Date:\u003c\/strong\u003e December 13, 2022\u003c\/div\u003e","brand":"Books by splitShops","offers":[{"title":"Default Title","offer_id":41731888054407,"sku":"9781032374239","price":166.84,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0601\/2623\/2711\/files\/fddb41db38388b2a5681b316d9086715.webp?v=1734092215","url":"https:\/\/booksby.splitshops.com\/products\/machine-learning-on-commodity-tiny-devices-theory-and-practice-hardcover","provider":"Books by splitShops","version":"1.0","type":"link"}