Resource-Efficient Artificial Intelligence

Name: Resource-Efficient Artificial Intelligence
Brand: DE GRUYTER
Price: 184.75 AUD
Availability: BackOrder

Probabilistic Machine Learning on Ultra-Low-Power Systems

By: Nico Piatkowski

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Paperback | 3 February 2024

At a Glance

Paperback
360 Pages

Dimensions(cm)
24.0 x 16.99

Paperback

$184.75

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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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