Co-Design of CNN Accelerators for TinyML using Approximate Matrix Decomposition

José Juan Hernández Morales, Georgios Mentzos, Frank Hannig +4

The paradigm shift towards local and on-device inference under stringent resource constraints is represented by the tiny machine learning (TinyML) domain. The primary goal of TinyM…