Code: 38809309
Resource-Efficient Artificial Intelligence
by Nico Piatkowski
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 ... more
- Language:
English - Binding: Paperback
- Number of pages: 350
Publisher: De Gruyter, 2023
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Book synopsis
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.
Book details
67.16 €
- Full title: Resource-Efficient Artificial Intelligence
- Subtitle: Probabilistic Machine Learning on Ultra-Low-Power Systems
- Author: Nico Piatkowski
- Language: English
- Binding: Paperback
- Number of pages: 350
- EAN: 9783110721058
- ID: 38809309
- Publisher: De Gruyter
- Dimensions: 240 × 170 mm
- Published: 2023
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