A. Yagodkin

An overview of machine learning methods on microcontrollers and IoT devices in the TinyML paradigm

An in-depth analytical review of algorithmic strategies and mathematical models for the deep optimi-zation of acoustic and vibration signal recognition systems designed for deployment on autonomous micro-machine learn-ing (TinyML) devices proves that the proposed integrated approach achieves industrial-level reliabilit...