BENINI, LUCA
BENINI, LUCA
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di Ia fascia
BENINI L; L. BENINI; Luca Benini
Bandwidth-Latency-Thermal Co-Optimization of Interconnect-Dominated Many-Core 3D-IC
2025 Das, Sudipta; Riedel, Samuel; Naeim, Mohamed; Brunion, Moritz; Bertuletti, Marco; Benini, Luca; Ryckaert, Julien; Myers, James; Biswas, Dwaipayan; Milojevic, Dragomir
Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs
2025 Dequino, Alberto; Bompani, Luca; Benini, Luca; Conti, Francesco
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
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning
2024 Wibowo, Y. E.; Cioflan, C.; Ingolfsson, T. M.; Hersche, M.; Zhao, L.; Rahimi, A.; Benini, L.
3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs
2024 Das, S.; Riedel, S.; Bertuletti, M.; Benini, L.; Brunion, M.; Ryckaert, J.; Myers, J.; Biswas, D.; Milojevic, D.
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems
2024 Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D.
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation
2024 Valente, Luca; Nadalini, Alessandro; Veeran, Asif Hussain Chiralil; Sinigaglia, Mattia; Sá, Bruno; Wistoff, Nils; Tortorella, Yvan; Benatti, Simone; Psiakis, Rafail; Kulmala, Ari; Mohammad, Baker; Pinto, Sandro; Palossi, Daniele; Benini, Luca; Rossi, Davide
A High-Performance, Energy-Efficient Modular DMA Engine Architecture
2024 Benz, Thomas; Rogenmoser, Michael; Scheffler, Paul; Riedel, Samuel; Ottaviano, Alessandro; Kurth, Andreas; Hoefler, Torsten; Benini, Luca
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation
2024 Vostrikov, Sergei; Ingolfsson, Thorir Mar; Hafthorsdottir, Soley; Leitner, Christoph; Magno, Michele; Benini, Luca; Cossettini, Andrea
A Noncontact ECG Sensing System With a Micropower, Ultrahigh Impedance Front-End, and BLE Connectivity
2024 Guermandi, M.; Benatti, S.; Benini, L.
A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication
2024 Schulthess, L.; Mayer, P.; Benini, L.; Magno, M.
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing
2024 Ferro, E.; Vasilopoulos, A.; Lammie, C.; Gallo, M. L.; Benini, L.; Boybat, I.; Sebastian, A.
Accelerating Image-based Pest Detection on a Heterogeneous Multicore Microcontroller
2024 Bompani, Luca; Crupi, Luca; Palossi, Daniele; Baldoni, Olmo; Brunelli, Davide; Conti, Francesco; Rusci, Manuele; Benini, Luca
Adaptive Image Reconstruction for Optoacoustic Tomography: A Partial FPGA Reconfiguration Approach
2024 Villani, F.; Ozsoy, C.; Vogt, C.; Cossettini, A.; Dean-Ben, X. L.; Magno, M.; Razansky, D.; Benini, L.
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery
2024 Zanghieri, Marcello; Indirli, Fabrizio; Latella, Antonio; Puglia, Giacomo Michele; Tecce, Felice; Papariello, Francesco; Urlini, Giulio; Benini, Luca; Conti, Francesco
Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor
2024 Perotti, M.; Cavalcante, M.; Andri, R.; Cavigelli, L.; Benini, L.
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs
2024 Benz, T.; Ottaviano, A.; Balas, R.; Garofalo, A.; Restuccia, F.; Biondi, A.; Benini, L.
BatDeck: Advancing Nano-Drone Navigation with Low-Power Ultrasound-Based Obstacle Avoidance
2024 Muller, H.; Kartsch, V.; Magno, M.; Benini, L.
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring
2024 Benfenati, L.; Ingolfsson, T. M.; Cossettini, A.; Pagliari, D. J.; Burrello, A.; Benini, L.
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment
2024 Ingolfsson, T. M.; Wang, X.; Chakraborty, U.; Benatti, S.; Bernini, A.; Ducouret, P.; Ryvlin, P.; Beniczky, S.; Benini, L.; Cossettini, A.
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Bandwidth-Latency-Thermal Co-Optimization of Interconnect-Dominated Many-Core 3D-IC | Das, Sudipta; Riedel, Samuel; Naeim, Mohamed; Brunion, Moritz; Bertuletti, Marco; Benini, Luca; R... espandi | 2025-01-01 | IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS | - | 1.01 Articolo in rivista | - |
| Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs | Dequino, Alberto; Bompani, Luca; Benini, Luca; Conti, Francesco | 2025-01-01 | JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS | - | 1.01 Articolo in rivista | - |
| 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... espandi | 2025-01-01 | IEEE DESIGN & TEST | - | 1.01 Articolo in rivista | - |
| 12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning | Wibowo, Y. E.; Cioflan, C.; Ingolfsson, T. M.; Hersche, M.; Zhao, L.; Rahimi, A.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| 3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs | Das, S.; Riedel, S.; Bertuletti, M.; Benini, L.; Brunion, M.; Ryckaert, J.; Myers, J.; Biswas, D.... espandi | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems | Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D. | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation | Valente, Luca; Nadalini, Alessandro; Veeran, Asif Hussain Chiralil; Sinigaglia, Mattia; Sá, Bruno... espandi | 2024-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | SHAHEEN_TCAS_I_2023.pdf |
| A High-Performance, Energy-Efficient Modular DMA Engine Architecture | Benz, Thomas; Rogenmoser, Michael; Scheffler, Paul; Riedel, Samuel; Ottaviano, Alessandro; Kurth,... espandi | 2024-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |
| A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation | Vostrikov, Sergei; Ingolfsson, Thorir Mar; Hafthorsdottir, Soley; Leitner, Christoph; Magno, Mich... espandi | 2024-01-01 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | - | 1.01 Articolo in rivista | - |
| A Noncontact ECG Sensing System With a Micropower, Ultrahigh Impedance Front-End, and BLE Connectivity | Guermandi, M.; Benatti, S.; Benini, L. | 2024-01-01 | IEEE SENSORS JOURNAL | - | 1.01 Articolo in rivista | - |
| A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication | Schulthess, L.; Mayer, P.; Benini, L.; Magno, M. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing | Ferro, E.; Vasilopoulos, A.; Lammie, C.; Gallo, M. L.; Benini, L.; Boybat, I.; Sebastian, A. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| Accelerating Image-based Pest Detection on a Heterogeneous Multicore Microcontroller | Bompani, Luca; Crupi, Luca; Palossi, Daniele; Baldoni, Olmo; Brunelli, Davide; Conti, Francesco; ... espandi | 2024-01-01 | IEEE TRANSACTIONS ON AGRIFOOD ELECTRONICS. | - | 1.01 Articolo in rivista | - |
| Adaptive Image Reconstruction for Optoacoustic Tomography: A Partial FPGA Reconfiguration Approach | Villani, F.; Ozsoy, C.; Vogt, C.; Cossettini, A.; Dean-Ben, X. L.; Magno, M.; Razansky, D.; Benin... espandi | 2024-01-01 | IEEE SENSORS LETTERS | - | 1.01 Articolo in rivista | - |
| An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery | Zanghieri, Marcello; Indirli, Fabrizio; Latella, Antonio; Puglia, Giacomo Michele; Tecce, Felice;... espandi | 2024-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | An_Extreme-Edge_TCN-Based_Low-Latency_Collision-Avoidance_Safety_System_for_Industrial_Machinery.pdf |
| Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor | Perotti, M.; Cavalcante, M.; Andri, R.; Cavigelli, L.; Benini, L. | 2024-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |
| AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs | Benz, T.; Ottaviano, A.; Balas, R.; Garofalo, A.; Restuccia, F.; Biondi, A.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| BatDeck: Advancing Nano-Drone Navigation with Low-Power Ultrasound-Based Obstacle Avoidance | Muller, H.; Kartsch, V.; Magno, M.; Benini, L. | 2024-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring | Benfenati, L.; Ingolfsson, T. M.; Cossettini, A.; Pagliari, D. J.; Burrello, A.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment | Ingolfsson, T. M.; Wang, X.; Chakraborty, U.; Benatti, S.; Bernini, A.; Ducouret, P.; Ryvlin, P.;... espandi | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | BrainFuseNet_Enhancing_Wearable_Seizure_Detection_Through_EEG-PPG-Accelerometer_Sensor_Fusion_and_Efficient_Edge_Deployment.pdf |