Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 4 of 4 for “"On-Device Learning"”.
-
On-device Learning and Inference Optimization for Lightweight Neural Networks and Transformers on Microcontrollers
L'abstract è presente nell'allegato / the abstract is in the attachment
-
Enabling Hardware-efficient On-Device Learning on Microcontroller-powered Ultra-low-power IoT Nodes
L'abstract è presente nell'allegato / the abstract is in the attachment
-
Efficient Deep Learning Computing: From TinyML to LargeLM
Deep learning has prevailed in various fields and fundamentally changed human society. Efficiency is the key factor in democratizing deep learning and broadening its applications. It is increasingly important as Moore’s law slows down while the model size scaling speeds up. We need efficient …
-
Towards a robust, effective and resource efficient machine learning technique for IoT security monitoring. [Thesis]
Internet of Things (IoT) devices are becoming increasingly popular and an integral part of our everyday lives, making them a lucrative target for attackers. These devices require suitable security mechanisms that enable robust and effective detection of attacks. Machine learning (ML) and its …