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

• Main Author: Hulagadri, Adithya Venkatadri
• Other Authors: Gu Mile
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2022
• Subjects: Engineering::Computer science and engineering
• Online Access: https://hdl.handle.net/10356/158314
• Institution: Nanyang Technological University

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...