Buch, Englisch, 350 Seiten, Format (B × H): 170 mm x 240 mm
Reihe: De Gruyter Textbook
Probabilistic Machine Learning on Ultra-Low-Power Systems
Buch, Englisch, 350 Seiten, Format (B × H): 170 mm x 240 mm
Reihe: De Gruyter Textbook
ISBN: 978-3-11-072105-8
Verlag: De Gruyter
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.
