Gianmarco Cerutti

According to our database, Gianmarco Cerutti authored at least 9 papers between 2017 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

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

2021

Near Sensor Artificial Intelligence on IoT Devices for Smart Cities.

Gianmarco Cerutti

PhD thesis, 2021

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

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

Proceedings of the ISLPED '20: ACM/IEEE International Symposium on Low Power Electronics and Design, 2020

2019

People/Car Classification using an Ultra-Low-Power Smart Vision Sensor.

Francesco Paissan, Gianmarco Cerutti, Massimo Gottardi, Elisabetta Farella

Proceedings of the IEEE 8th International Workshop on Advances in Sensors and Interfaces, 2019

Neural Network Distillation on IoT Platforms for Sound Event Detection.

Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella

Proceedings of the Interspeech 2019, 2019

Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images.

Gianmarco Cerutti, Rahul Prasad, Elisabetta Farella

Proceedings of the IEEE International Conference on Acoustics, 2019

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

Proceedings of the New Generation of CAS, 2017

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

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2017