Adaptive neural networks for edge intelligence

Deep neural networks (DNNs) have achieved remarkable results and have become the mainstay of many applications including autonomous driving and emerging AI-enabled chatbots. However, the superior performance of advanced DNN models comes at the cost of enormous computation and memory footprint. For i...

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Bibliographic Details
Main Author: Kong, Hao
Other Authors: Weichen Liu
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2023
Subjects:
Online Access:https://hdl.handle.net/10356/172595
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Institution: Nanyang Technological University
Language: English