{"product_id":"towards-heterogeneous-multi-core-systems-on-chip-for-edge-machine-learning-9783031382307","title":"Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning","description":"\u003cp\u003eThis book explores and motivates the need for building homogeneous and heterogeneous multi-core systems for machine learning to enable flexibility and energy-efficiency. Coverage focuses on a key aspect of the challenges of (extreme-)edge-computing, i.e., design of energy-efficient and flexible hardware architectures, and hardware-software co-optimization strategies to enable early design space exploration of hardware architectures. The authors investigate possible design solutions for building single-core specialized hardware accelerators for machine learning and motivates the need for building homogeneous and heterogeneous multi-core systems to enable flexibility and energy-efficiency. The advantages of scaling to heterogeneous multi-core systems are shown through the implementation of multiple test chips and architectural optimizations.\u003c\/p\u003e","brand":"Gardners","offers":[{"title":"Default Title","offer_id":53577939353879,"sku":null,"price":13724.7,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0679\/6918\/8119\/files\/9783031382307.jpg?v=1782460413","url":"https:\/\/payment.letskitaboo.com\/te\/products\/towards-heterogeneous-multi-core-systems-on-chip-for-edge-machine-learning-9783031382307","provider":"Kitaboo One eStore","version":"1.0","type":"link"}