Abstract: Tiny Machine Learning (TinyML), a branch of machine learning that focuses on the effectiveness of machine learning on extremely constrained edge machines, is flourishing. Deep learning ...

In this work, we evaluate the performance of some classical approaches that develop detection functions based on energy summation, as well as their performance when running in a single-board computer ...