Gianmarco Cerutti

Publication Activity (10 Years)

Years Active: 2017-2022
Publications (10 Years): 12

Top Topics

Active Database Management Systems

Keyword Spotting

Top Venues

IEEE J. Sel. Top. Signal Process.

IEEE Trans. Circuits Syst. I Regul. Pap.

Publications

Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. IEEE Trans. Circuits Syst. I Regul. Pap. 69 (5) (2022)
Gianmarco Cerutti, Lukas Cavigelli, Renzo Andri, Michele Magno, Elisabetta Farella, Luca Benini
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. CoRR (2022)
Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Michele Magno, Elisabetta Farella, Luca Benini
Sound Event Detection with Binary Neural Networks on Tightly Power-Constrained IoT Devices. CoRR (2021)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms. CoRR (2020)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. IEEE J. Sel. Top. Signal Process. 14 (4) (2020)
Gianmarco Cerutti, Renzo Andri, Lukas Cavigelli, Elisabetta Farella, Michele Magno, Luca Benini
Sound event detection with binary neural networks on tightly power-constrained IoT devices. ISLPED (2020)
Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella
Neural Network Distillation on IoT Platforms for Sound Event Detection. INTERSPEECH (2019)
Gianmarco Cerutti, Rahul Prasad, Elisabetta Farella
Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images. ICASSP (2019)
Francesco Paissan, Gianmarco Cerutti, Massimo Gottardi, Elisabetta Farella
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. IWASI (2019)
Mauro Olivieri, Abdallah Cheikh, Gianmarco Cerutti, Antonio Mastrandrea, Francesco Menichelli
Investigation on the Optimal Pipeline Organization in RISC-V Multi-threaded Soft Processor Cores. NGCAS (2017)
Abdallah Cheikh, Gianmarco Cerutti, Antonio Mastrandrea, Francesco Menichelli, Mauro Olivieri
The microarchitecture of a multi-threaded RISC-V compliant processing core family for IoT end-nodes. CoRR (2017)
Abdallah Cheikh, Gianmarco Cerutti, Antonio Mastrandrea, Francesco Menichelli, Mauro Olivieri
The Microarchitecture of a Multi-threaded RISC-V Compliant Processing Core Family for IoT End-Nodes. ApplePies (2017)