Converting recurrent neural networks to minimal-state deterministic finite automata for deployment on edge devices

Edge computing for lowlatency internet-of-things (IoT) applications requires more data analysis to occur closer to the data source on edge devices such as micro-controllers, that have limited memory and computational resources. This project’s objective is to outline a generalisable procedure to c...

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Bibliographic Details
Main Author: Hulagadri, Adithya Venkatadri
Other Authors: Gu Mile
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/158314