{"product_id":"towards-heterogeneous-multi-core-systems-on-chip-for-edge-machine-learning-von-vikram-jain-und-marian-verhelst","title":"Towards Heterogeneous Multi-core Systems-on-Chip for Edge Machine Learning","description":"\n                \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\n                \u003cbr\u003e\n                \u003cp\u003e\u003c\/p\u003e\n            \u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031382291\"\u003e\u003ch3\u003eJourney from Single-core Acceleration to Multi-core Heterogeneous Systems\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783031382321\"\u003e\u003ch3\u003eJourney from Single-core Acceleration to Multi-core Heterogeneous Systems\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Hardcover - 9783031382291","offer_id":47137831682373,"sku":"9783031382291","price":139.09,"currency_code":"EUR","in_stock":true},{"title":"Softcover - 9783031382321","offer_id":50136029528389,"sku":"9783031382321","price":106.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/960bb1c4-59b9-4a64-8ee3-27d2f51c8e71.jpg?v=1764912357","url":"https:\/\/shop.autorenwelt.de\/en\/products\/towards-heterogeneous-multi-core-systems-on-chip-for-edge-machine-learning-von-vikram-jain-und-marian-verhelst","provider":"Autorenwelt Shop","version":"1.0","type":"link"}