Tiny Machine Learning and On-Device Inference: A Survey of Applications, Challenges, and Future Directions

The growth in artificial intelligence and its applications has led to increased data processing and inference requirements. Traditional cloud-based inference solutions are often used but may prove inadequate for applications requiring near-instantaneous response times. This review examines Tiny Mach...

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Bibliographic Details
Main Authors: Soroush Heydari, Qusay H. Mahmoud
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/25/10/3191
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