BENINI, LUCA
BENINI, LUCA
DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di Ia fascia
BENINI L; L. BENINI; Luca Benini
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
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
Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller
2024 Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone
HazardNet: A thermal hazard prediction framework for datacenters
2024 Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea
Real-Time Motor Unit Tracking from sEMG Signals with Adaptive ICA on a Parallel Ultra-Low Power Processor
2024 Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone
Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization
2024 Mayer, Philipp; Magno, Michele; Benini, Luca
sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller
2024 Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone
22.1 A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing
2023 Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, Georg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca
7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks
2023 Rutishauser, Georg; Scherer, Moritz; Fischer, Tim; Benini, Luca
A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks
2023 Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D
A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications
2023 Kühne, Jonas; Magno, Michele; Benini, Luca
A neuro-vector-symbolic architecture for solving Raven’s progressive matrices
2023 Hersche, Michael; Zeqiri, Mustafa; Benini, Luca; Sebastian, Abu; Rahimi, Abbas
A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation
2023 Schindler, Dominik; Niculescu, Vlad; Polonelli, Tommaso; Palossi, Daniele; Benini, Luca; Magno, Michele
A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines
2023 Tommaso Polonelli; Amirhossein Moallemi; Weikang Kong; Hanna Müller; Julien Deparday; Michele Magno; Luca Benini
A Wearable Ultra-Low-Power sEMG-triggered Ultrasound System for Long-term Muscle Activity Monitoring
2023 Frey, Sebastian; Kartsch, Victor; Leitner, Christoph; Cossettini, Andrea; Vostrikov, Sergei; Benatti, Simone; Benini, Luca
An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor
2023 Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone
An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing
2023 Mazzoni B.; Tagliavini G.; Benini L.; Benatti S.
An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm
2023 Chang, Yaoxing; Jokic, Petar; Emery, Stephane; Benini, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation | 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 | 2024-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | - |
| A High-Performance, Energy-Efficient Modular DMA Engine Architecture | Benz, Thomas; Rogenmoser, Michael; Scheffler, Paul; Riedel, Samuel; Ottaviano, Alessandro; Kurth,... Andreas; Hoefler, Torsten; Benini, Luca | 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...ele; Benini, Luca; Cossettini, Andrea | 2024-01-01 | IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT | - | 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;... Papariello, Francesco; Urlini, Giulio; Benini, Luca; Conti, Francesco | 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 |
| Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller | Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatt...i, Simone | 2024-01-01 | IEEE SENSORS JOURNAL | - | 1.01 Articolo in rivista | merged_compressed.pdf |
| HazardNet: A thermal hazard prediction framework for datacenters | Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea | 2024-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | - |
| Real-Time Motor Unit Tracking from sEMG Signals with Adaptive ICA on a Parallel Ultra-Low Power Processor | Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; B...enini, Luca; Benatti, Simone | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization | Mayer, Philipp; Magno, Michele; Benini, Luca | 2024-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | - |
| sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller | Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatt...i, Simone | 2024-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| 22.1 A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing | Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, G...eorg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| 7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks | Rutishauser, Georg; Scherer, Moritz; Fischer, Tim; Benini, Luca | 2023-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | - |
| A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks | Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | a 3 tops w risc post print .pdf |
| A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications | Kühne, Jonas; Magno, Michele; Benini, Luca | 2023-01-01 | - | IEEE | 4.01 Contributo in Atti di convegno | - |
| A neuro-vector-symbolic architecture for solving Raven’s progressive matrices | Hersche, Michael; Zeqiri, Mustafa; Benini, Luca; Sebastian, Abu; Rahimi, Abbas | 2023-01-01 | NATURE MACHINE INTELLIGENCE | - | 1.01 Articolo in rivista | - |
| A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation | Schindler, Dominik; Niculescu, Vlad; Polonelli, Tommaso; Palossi, Daniele; Benini, Luca; Magno, M...ichele | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines | Tommaso Polonelli; Amirhossein Moallemi; Weikang Kong; Hanna Müller; Julien Deparday; Michele Mag...no; Luca Benini | 2023-01-01 | IEEE ACCESS | - | 1.01 Articolo in rivista | Aerosense_BLE_Synch_IEEE_Sensor-1.pdf |
| A Wearable Ultra-Low-Power sEMG-triggered Ultrasound System for Long-term Muscle Activity Monitoring | Frey, Sebastian; Kartsch, Victor; Leitner, Christoph; Cossettini, Andrea; Vostrikov, Sergei; Bena...tti, Simone; Benini, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor | Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; B...enini, Luca; Benatti, Simone | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing | Mazzoni B.; Tagliavini G.; Benini L.; Benatti S. | 2023-01-01 | - | Springer | 4.01 Contributo in Atti di convegno | ECG_Efficient_ postprint.pdf |
| An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm | Chang, Yaoxing; Jokic, Petar; Emery, Stephane; Benini, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |