LAMBERTI, LORENZO
LAMBERTI, LORENZO
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
Improving Autonomous Nano-Drones Performance via Automated End-to-End Optimization and Deployment of DNNs
2021 Niculescu V.; Lamberti L.; Conti F.; Benini L.; Palossi D.
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge
2022 Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele
Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System
2021 Lamberti, Lorenzo; Rusci, Manuele; Fariselli, Marco; Paci, Francesco; Benini, Luca
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks
2021 Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M.
Reducing neural architecture search spaces with training-free statistics and computational graph clustering
2022 Thorir Mar Ingolfsson; Mark Vero; Xiaying Wang; Lorenzo Lamberti; Luca Benini; Matteo Spallanzani
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones
2022 Lamberti, L; Niculescu, V; Barcis, M; Bellone, L; Natalizio, E; Benini, L; Palossi, D
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Improving Autonomous Nano-Drones Performance via Automated End-to-End Optimization and Deployment of DNNs | Niculescu V.; Lamberti L.; Conti F.; Benini L.; Palossi D. | 2021-01-01 | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge | Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; Benini, Luca;... Macii, Enrico; Poncino, Massimo; Jahier Pagliari, Daniele | 2022-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |
| Low-Power License Plate Detection and Recognition on a RISC-V Multi-Core MCU-Based Vision System | Lamberti, Lorenzo; Rusci, Manuele; Fariselli, Marco; Paci, Francesco; Benini, Luca | 2021-01-01 | IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS | IEEE | 4.01 Contributo in Atti di convegno | - |
| Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks | Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M. | 2021-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Reducing neural architecture search spaces with training-free statistics and computational graph clustering | Thorir Mar Ingolfsson; Mark Vero; Xiaying Wang; Lorenzo Lamberti; Luca Benini; Matteo Spallanzani | 2022-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones | Lamberti, L; Niculescu, V; Barcis, M; Bellone, L; Natalizio, E; Benini, L; Palossi, D | 2022-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |