{"product_id":"early-soft-error-reliability-assessment-of-convolutional-neural-networks-executing-on-resourceconstrained-iot-edge-devices-9783031185984","title":"Early Soft Error Reliability Assessment of Convolutional Neural Networks Executing on Resource-Constrained IoT Edge Devices","description":"\u003cp\u003e\u003cstrong\u003eFormat\u003c\/strong\u003e: Hardback\u003cbr\u003e\u003cstrong\u003eLength\u003c\/strong\u003e: 131 pages\u003cbr\u003e\u003cstrong\u003ePublication date\u003c\/strong\u003e: 02 January 2023\u003cbr\u003e\u003cstrong\u003ePublisher\u003c\/strong\u003e: Springer International Publishing AG\u003cbr\u003e\u003c\/p\u003e\u003cp\u003eThis book describes an extensive and consistent soft error assessment of convolutional neural network (CNN) models from different domains through more than 14.8 million fault injections, considering different precision bit-width configurations, optimization parameters, and processor models.\u003c\/p\u003e\u003cp\u003e\u003cbr\u003e\u003cstrong\u003eDimension\u003c\/strong\u003e: 240 x 168 (mm)\u003cbr\u003e\u003cstrong\u003eISBN-13\u003c\/strong\u003e: 9783031185984\u003cbr\u003e \u003cstrong\u003eEdition number\u003c\/strong\u003e: 2023 ed.\u003c\/p\u003e","brand":"Geancarlo Abich,Luciano Ost,Ricardo Reis","offers":[{"title":"Hardback","offer_id":47425460797690,"sku":"9783031185984","price":58.3,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0522\/4297\/2845\/files\/1750444383719_book_42875fb3-eca8-4276-a409-92012cfa6bae.jpg?v=1750523197","url":"https:\/\/shulphink.com\/products\/early-soft-error-reliability-assessment-of-convolutional-neural-networks-executing-on-resourceconstrained-iot-edge-devices-9783031185984","provider":"Shulph Ink","version":"1.0","type":"link"}