Ermanno Fiorillo

I have completed my Bachelor of Science in Biomedical Engineering at Università di Genova (UniGe), Italy. I am currently pursuing my Master of Science degree in Electrical Engineering and Information Technology at RWTH Aachen. As a student assistant at PGI-14, I am developing electronic circuits for an in-memory computing implementation of structured state-space sequential models. The goal is to characterize these circuits for seamless integration into machine learning frameworks, enhancing computational efficiency and model performance. My research aims to advance hardware-efficient machine learning by leveraging in-memory computing to accelerate state-space model processing, offering potential improvements in speed and energy consumption for machine learning tasks.