{ "item_title" : "Resource-Efficient Artificial Intelligence", "item_author" : [" Nico Piatkowski "], "item_description" : "For all autonomous devices the development of resource-aware machine learning techniques is required to reduce the tremendous resource consumption. This work provides theoretical and practical building blocks to bring full-fledged machine learning pipelines to systems with very low computational power or highly restricted energy supply. The presentation of theoretical methods is accompanied by actual learning results on ultra-low-power hardware. ", "item_img_path" : "https://covers3.booksamillion.com/covers/bam/3/11/072/105/3110721058_b.jpg", "price_data" : { "retail_price" : "95.99", "online_price" : "95.99", "our_price" : "95.99", "club_price" : "95.99", "savings_pct" : "0", "savings_amt" : "0.00", "club_savings_pct" : "0", "club_savings_amt" : "0.00", "discount_pct" : "10", "store_price" : "" } }

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