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ORCIDGianmarco Cerutti
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2020 – today
- 2022
[j2]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): 2002-2012 (2022)- [i4]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 abs/2201.03386 (2022) - 2021
- [b1]Gianmarco Cerutti:
Near Sensor Artificial Intelligence on IoT Devices for Smart Cities. University of Bologna, Italy, 2021 - [i3]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 abs/2101.04446 (2021) - 2020
- [j1]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): 654-664 (2020) - [c6]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: 19-24 - [i2]Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella:
Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms. CoRR abs/2001.10876 (2020)
2010 – 2019
- 2019
- [c5]Gianmarco Cerutti, Rahul Prasad, Elisabetta Farella:
Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images. ICASSP 2019: 7610-7614 - [c4]Gianmarco Cerutti, Rahul Prasad, Alessio Brutti, Elisabetta Farella:
Neural Network Distillation on IoT Platforms for Sound Event Detection. INTERSPEECH 2019: 3609-3613 - [c3]Francesco Paissan, Gianmarco Cerutti, Massimo Gottardi, Elisabetta Farella:
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. IWASI 2019: 91-96 - 2017
- [c2]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: 89-97 - [c1]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: 45-48 - [i1]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 abs/1712.04902 (2017)
Coauthor Index
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