CERUTTI, GIANMARCO
CERUTTI, GIANMARCO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks
2022 Gianmarco Cerutti; Lukas Cavigelli; Renzo Andri; Michele Magno; Elisabetta Farella; Luca Benini
Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms
2020 Cerutti G.; Prasad R.; Brutti A.; Farella E.
Sound event detection with binary neural networks on tightly power-constrained IoT devices
2020 Cerutti G.; Andri R.; Cavigelli L.; Farella E.; Magno M.; Benini L.
Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images
2019 Cerutti G.; Prasad R.; Farella E.
Neural network distillation on IoT platforms for sound event detection
2019 Cerutti G.; Prasad R.; Brutti A.; Farella E.
People/Car Classification using an Ultra-Low-Power Smart Vision Sensor
2019 Paissan F.; Cerutti G.; Gottardi M.; Farella E.
Outdoor People Detection in Low Resolution Thermal Images
2018 Cerutti G.; Milosevic B.; Farella E.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| 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 | 2022-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | - |
| Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms | Cerutti G.; Prasad R.; Brutti A.; Farella E. | 2020-01-01 | IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING | - | 1.01 Articolo in rivista | - |
| Sound event detection with binary neural networks on tightly power-constrained IoT devices | Cerutti G.; Andri R.; Cavigelli L.; Farella E.; Magno M.; Benini L. | 2020-01-01 | - | Association for Computing Machinery | 4.01 Contributo in Atti di convegno | - |
| Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images | Cerutti G.; Prasad R.; Farella E. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Neural network distillation on IoT platforms for sound event detection | Cerutti G.; Prasad R.; Brutti A.; Farella E. | 2019-01-01 | - | International Speech Communication Association | 4.01 Contributo in Atti di convegno | - |
| People/Car Classification using an Ultra-Low-Power Smart Vision Sensor | Paissan F.; Cerutti G.; Gottardi M.; Farella E. | 2019-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Outdoor People Detection in Low Resolution Thermal Images | Cerutti G.; Milosevic B.; Farella E. | 2018-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |