TinyML: Current Progress, Research Challenges, and Future Roadmap

Muhammad Shafique, Theocharis Theocharides, Vijay Janapa Reddi, Boris Murmann

Abstract: TinyML: tiny in size, BIG in impact!This paper highlights the current progress, challenges and open research opportunities in the domain of tinyML, benchmarking, and emerging applications for Edge-AI.