The Microarchitecture of a Multi-threaded RISC-V Compliant Processing Core Family for IoT End-Nodes. - Abdallah Cheikh; Gianmarco Cerutti; Antonio Mastrandrea; Francesco Menichelli; Mauro Olivieri (ApplePies, 2017)

Investigation on the Optimal Pipeline Organization in RISC-V Multi-threaded Soft Processor Cores. - Mauro Olivieri; Abdallah Cheikh; Gianmarco Cerutti; Antonio Mastrandrea; Francesco Menichelli (NGCAS, 2017)

Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images. - Gianmarco Cerutti; Rahul Prasad; Elisabetta Farella (ICASSP, 2019)

Neural Network Distillation on IoT Platforms for Sound Event Detection. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (INTERSPEECH, 2019)

People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. - Francesco Paissan; Gianmarco Cerutti; Massimo Gottardi; Elisabetta Farella (IWASI, 2019)

Sound event detection with binary neural networks on tightly power-constrained IoT devices. - Gianmarco Cerutti; Renzo Andri; Lukas Cavigelli; Elisabetta Farella; Michele Magno; Luca Benini (ISLPED, 2020)

Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (IEEE J. Sel. Top. Signal Process., 2020)

Near Sensor Artificial Intelligence on IoT Devices for Smart Cities. - Gianmarco Cerutti (2021)

Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. - Gianmarco Cerutti; Lukas Cavigelli; Renzo Andri; Michele Magno; Elisabetta Farella; Luca Benini (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)