{"product_id":"resource-efficient-artificial-intelligence-nico-piatkowski-9783110721058","title":"Resource-Efficient Artificial Intelligence: Probabilistic Machine Learning on Ultra-Low-Power Systems","description":"\u003cp\u003eFor 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. \u003c\/p\u003e\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Nico Piatkowski\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3110721058\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783110721058\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e de Gruyter\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 02\/03\/2024\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 360\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Nico Piatkowski","offers":[{"title":"Paperback","offer_id":44069283299583,"sku":"9783110721058","price":83.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_6e661ecc-e49b-4b5b-b348-660c19517b41.jpg?v=1685423861","url":"https:\/\/www.whiterainbookhouse.com\/products\/resource-efficient-artificial-intelligence-nico-piatkowski-9783110721058","provider":"WR Book House","version":"1.0","type":"link"}