MACAN, LUKA
MACAN, LUKA
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Dottorandi
Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow
2025 Wiese, Philip; İslamoğlu, Gamze; Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Burrello, Alessio; Conti, Francesco; Benini, Luca
Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers
2024 Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Wiese, Philip; Bompani, Luca; Burrello, Alessio; Conti, Francesco; Benini, Luca
Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs
2024 Lamberti, L.; Bellone, L.; Macan, L.; Natalizio, E.; Conti, F.; Palossi, D.; Benini, L.
WIP: Automatic DNN Deployment on Heterogeneous Platforms: The GAP9 Case Study
2023 Macan L.; Burrello A.; Benini L.; Conti F.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Toward Attention-based TinyML: A Heterogeneous Accelerated Architecture and Automated Deployment Flow | Wiese, Philip; İslamoğlu, Gamze; Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Burrello, Ale...ssio; Conti, Francesco; Benini, Luca | 2025-01-01 | IEEE DESIGN & TEST | - | 1.01 Articolo in rivista | 2408.02473v2.pdf |
| Deeploy: Enabling Energy-Efficient Deployment of Small Language Models on Heterogeneous Microcontrollers | Scherer, Moritz; Macan, Luka; Jung, Victor J. B.; Wiese, Philip; Bompani, Luca; Burrello, Alessio...; Conti, Francesco; Benini, Luca | 2024-01-01 | IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | 2408.04413v1.pdf |
| Distilling Tiny and Ultrafast Deep Neural Networks for Autonomous Navigation on Nano-UAVs | Lamberti, L.; Bellone, L.; Macan, L.; Natalizio, E.; Conti, F.; Palossi, D.; Benini, L. | 2024-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | Distilling_Tiny_and_Ultrafast_Deep_Neural_Networks_for_Autonomous_Navigation_on_Nano-UAVs.pdf |
| WIP: Automatic DNN Deployment on Heterogeneous Platforms: The GAP9 Case Study | Macan L.; Burrello A.; Benini L.; Conti F. | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |