Resource-Efficient Artificial Intelligence

Probabilistic Machine Learning on Ultra-Low-Power Systems

von Nico Piatkowski

360 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: De Gruyter Textbook
• ISBN: 9783110721058
• Sprache: Englisch
• Erscheinungsdatum: 03.02.2024
• Genre: Informatik, EDV/Informatik
• Verlag: De Gruyter