{"product_id":"energy-efficiency-and-robustness-of-advanced-machine-learning-architectures-a-crosslayer-approach-9781032870137","title":"Energy Efficiency and Robustness of Advanced Machine Learning Architectures: A Cross-Layer Approach","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Paperback \/ softback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 347 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 21 June 2026\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Taylor \u0026amp; Francis Ltd\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book tackles these challenges by exploiting the unique features of advanced ML models and investigates cross-layer concepts and techniques to engage both hardware and software-level methods to build robust and energy-efficient architectures for these advanced ML networks.\u003c\/p\u003e\u003cp\u003e\u003cstrong\u003eWeight\u003c\/strong\u003e: 670g\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 254 x 178 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9781032870137\u003c\/p\u003e","brand":"Alberto Marchisio,Muhammad Shafique","offers":[{"title":"Paperback \/ softback","offer_id":49464930894074,"sku":"9781032870137","price":50.74,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1783129289861_book.jpg?v=1783169554","url":"https:\/\/shulphink.com\/products\/energy-efficiency-and-robustness-of-advanced-machine-learning-architectures-a-crosslayer-approach-9781032870137","provider":"Shulph Ink","version":"1.0","type":"link"}