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
Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms
In corso di stampa Bambini, Giovanni; Ottaviano, Alessandro; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bartolini, Andrea
Open-source RISC-V platforms for embedded medical grade EMG processing: Are we there yet?
In corso di stampa Kartsch, Victor; Benatti, Simone; Artoni, Fiorenzo; Micera, Silvestro; Benini, Luca
Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System
2026 Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea
A 410 GFLOP/s, 64 RISC-V Cores, 204.8 GBps Shared-Memory Cluster in 12 nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN
2025 Zhang, Yichao; Bertuletti, Marco; Mazzola, Sergio; Riedel, Samuel; Benini, Luca
A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks
2025 Bertuletti, Marco; Zhang, Yichao; Vanelli-Coralli, Alessandro; Benini, Luca
A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment
2025 Wang, Bowen; Bertuletti, Marco; Zhang, Yichao; Jung, Victor J. B.; Benini, Luca
A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU
2025 Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco
A Low-Cost Fault Tolerance Technique for Microcontroller-Class RISC-V Processors
2025 Tedeschi, Riccardo; Nadalini, Alessandro; Grillotti, Filippo; De Ambroggi, Fabio; Guidetti, Elio; Benini, Luca; Rossi, Davide
A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions
2025 Lopoukhine, Alexandre; Ficarelli, Federico; Vasiladiotis, Christos; Lydike, Anton; Van Delm, Josse; Dutilleul, Alban; Benini, Luca; Verhelst, Marian; Grosser, Tobias
A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing
2025 Wiese, Philip; Kartsch, Victor; Guermandi, Marco; Benini, Luca
A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators
2025 Colagrande, Luca; Benini, Luca
A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications
2025 Garofalo, Angelo; Ottaviano, Alessandro; Perotti, Matteo; Benz, Thomas; Tortorella, Yvan; Balas, Robert; Rogenmoser, Michael; Zhang, Chi; Bertaccini, Luca; Wistoff, Nils; Ciani, Maicol; Koenig, Cyril; Sinigaglia, Mattia; Valente, Luca; Scheffler, Paul; Eggimann, Manuel; Cavalcante, Matheus; Restuccia, Francesco; Biondi, Alessandro; Conti, Francesco; Gurkaynak, Frank K.; Rossi, Davide; Benini, Luca
A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture
2025 Mächler, Tobias; Müller, Hanna; Wiese, Philip; Magno, Michele; Kartsch, Victor; Benini, Luca
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms
2025 Silvano, Cristina; Ielmini, Daniele; Ferrandi, Fabrizio; Fiorin, Leandro; Curzel, Serena; Benini, Luca; Conti, Francesco; Garofalo, Angelo; Zambelli, Cristian; Calore, Enrico; Schifano, Sebastiano; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Petra, Nicola; De Caro, Davide; Lavagno, Luciano; Urso, Teodoro; Cardellini, Valeria; Cardarilli, Gian Carlo; Birke, Robert; Perri, Stefania
A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers
2025 Busia, P.; Scrugli, M. A.; Jung, V. J.; Benini, L.; Meloni, P.
A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces
2025 Ingolfsson, Thorir Mar; Kartsch, Victor; Benini, Luca; Cossettini, Andrea
Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU
2025 Malenza, Giulio; Garcia, Adriano Marques; Birke, Robert; Benini, Luca; Aldinucci, Marco
AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance
2025 Perotti, Matteo; Maisto, Vincenzo; Imfeld, Moritz; Wistoff, Nils; Cilardo, Alessandro; Benini, Luca
AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors
2025 Purayil, Navaneeth Kunhi; Perotti, Matteo; Fischer, Tim; Benini, Luca
AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems
2025 Benz, Thomas; Ottaviano, Alessandro; Liang, Chaoqun; Balas, Robert; Garofalo, Angelo; Restuccia, Francesco; Biondi, Alessandro; Rossi, Davide; Benini, Luca
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms | Bambini, Giovanni; Ottaviano, Alessandro; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bart...olini, Andrea | 9999-01-01 | ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS | - | 1.01 Articolo in rivista | - |
| Open-source RISC-V platforms for embedded medical grade EMG processing: Are we there yet? | Kartsch, Victor; Benatti, Simone; Artoni, Fiorenzo; Micera, Silvestro; Benini, Luca | 9999-01-01 | MICROPROCESSORS AND MICROSYSTEMS | - | 1.01 Articolo in rivista | Open-source RISC-V platforms for embedded medical grade EMG processing Are we there yet.pdf |
| Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System | Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea | 2026-01-01 | FUTURE GENERATION COMPUTER SYSTEMS | - | 1.01 Articolo in rivista | 1-s2.0-S0167739X25006053-main.pdf |
| A 410 GFLOP/s, 64 RISC-V Cores, 204.8 GBps Shared-Memory Cluster in 12 nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN | Zhang, Yichao; Bertuletti, Marco; Mazzola, Sergio; Riedel, Samuel; Benini, Luca | 2025-01-01 | - | IEEE Computer Society | 4.01 Contributo in Atti di convegno | - |
| A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks | Bertuletti, Marco; Zhang, Yichao; Vanelli-Coralli, Alessandro; Benini, Luca | 2025-01-01 | IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS | - | 1.01 Articolo in rivista | - |
| A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment | Wang, Bowen; Bertuletti, Marco; Zhang, Yichao; Jung, Victor J. B.; Benini, Luca | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU | Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco | 2025-01-01 | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| A Low-Cost Fault Tolerance Technique for Microcontroller-Class RISC-V Processors | Tedeschi, Riccardo; Nadalini, Alessandro; Grillotti, Filippo; De Ambroggi, Fabio; Guidetti, Elio;... Benini, Luca; Rossi, Davide | 2025-01-01 | - | Springer Science and Business Media Deutschland GmbH | 4.01 Contributo in Atti di convegno | - |
| A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions | Lopoukhine, Alexandre; Ficarelli, Federico; Vasiladiotis, Christos; Lydike, Anton; Van Delm, Joss...e; Dutilleul, Alban; Benini, Luca; Verhelst, Marian; Grosser, Tobias | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing | Wiese, Philip; Kartsch, Victor; Guermandi, Marco; Benini, Luca | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators | Colagrande, Luca; Benini, Luca | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications | Garofalo, Angelo; Ottaviano, Alessandro; Perotti, Matteo; Benz, Thomas; Tortorella, Yvan; Balas, ...Robert; Rogenmoser, Michael; Zhang, Chi; Bertaccini, Luca; Wistoff, Nils; Ciani, Maicol; Koenig, Cyril; Sinigaglia, Mattia; Valente, Luca; Scheffler, Paul; Eggimann, Manuel; Cavalcante, Matheus; Restuccia, Francesco; Biondi, Alessandro; Conti, Francesco; Gurkaynak, Frank K.; Rossi, Davide; Benini, Luca | 2025-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS | - | 1.01 Articolo in rivista | TCAS-II-24419-2025_final_submission_manuscript.pdf |
| A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture | Mächler, Tobias; Müller, Hanna; Wiese, Philip; Magno, Michele; Kartsch, Victor; Benini, Luca | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms | Silvano, Cristina; Ielmini, Daniele; Ferrandi, Fabrizio; Fiorin, Leandro; Curzel, Serena; Benini,... Luca; Conti, Francesco; Garofalo, Angelo; Zambelli, Cristian; Calore, Enrico; Schifano, Sebastiano; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Petra, Nicola; De Caro, Davide; Lavagno, Luciano; Urso, Teodoro; Cardellini, Valeria; Cardarilli, Gian Carlo; Birke, Robert; Perri, Stefania | 2025-01-01 | ACM COMPUTING SURVEYS | - | 1.01 Articolo in rivista | ACM_survey.pdf; csur-2023-0499-File002.pdf |
| A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers | Busia, P.; Scrugli, M. A.; Jung, V. J.; Benini, L.; Meloni, P. | 2025-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | A_Tiny_Transformer_for_Low-Power_Arrhythmia_Classification_on_Microcontrollers.pdf |
| A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces | Ingolfsson, Thorir Mar; Kartsch, Victor; Benini, Luca; Cossettini, Andrea | 2025-01-01 | IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| Analysis of Model Parallelism for AI Applications on a 64-core RV64 Server CPU | Malenza, Giulio; Garcia, Adriano Marques; Birke, Robert; Benini, Luca; Aldinucci, Marco | 2025-01-01 | INTERNATIONAL JOURNAL OF PARALLEL PROGRAMMING | - | 1.01 Articolo in rivista | - |
| AraOS: Analyzing the Impact of Virtual Memory Management on Vector Unit Performance | Perotti, Matteo; Maisto, Vincenzo; Imfeld, Moritz; Wistoff, Nils; Cilardo, Alessandro; Benini, Luca | 2025-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |
| AraXL: A Physically Scalable, Ultra-Wide RISC-V Vector Processor Design for Fast and Efficient Computation on Long Vectors | Purayil, Navaneeth Kunhi; Perotti, Matteo; Fischer, Tim; Benini, Luca | 2025-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems | Benz, Thomas; Ottaviano, Alessandro; Liang, Chaoqun; Balas, Robert; Garofalo, Angelo; Restuccia, ...Francesco; Biondi, Alessandro; Rossi, Davide; Benini, Luca | 2025-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |