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Resource-Efficient Artificial Intelligence: Probabilistic Machine Learning on Ultra-Low-Power Systems
Paperback
Series: de Gruyter Textbook
Publisher Price: $95.99
ISBN13: 9783110721058
Publisher: de Gruyter
Published: Feb 3 2028
Pages: 360
Language: English
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.
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