Luca Benini

ORCID

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 977

Top Venues

Publications

Marcello Zanghieri, Fabrizio Indirli, Antonio Latella, Giacomo Michele Puglia, Felice Tecce, Francesco Papariello, Giulio Urlini, Luca Benini, Francesco Conti
An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery. IEEE Access 12 (2024)
Nicky Zimmerman, Hanna Müller, Michele Magno, Luca Benini
Fully Onboard Low-Power Localization with Semantic Sensor Fusion on a Nano-UAV using Floor Plans. ICRA (2024)
Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems through Polling-Free and Retry-Free Operation. CoRR (2024)
Luca Valente, Alessandro Nadalini, Asif Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi
A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation. CoRR (2024)
Riccardo Tedeschi, Luca Valente, Gianmarco Ottavi, Enrico Zelioli, Nils Wistoff, Massimiliano Giacometti, Abdul Basit Sajjad, Luca Benini, Davide Rossi
Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor. CoRR (2024)
Samuel Riedel, Marc Gantenbein, Alessandro Ottaviano, Torsten Hoefler, Luca Benini
LRSCwait: Enabling Scalable and Efficient Synchronization in Manycore Systems Through Polling-Free and Retry-Free Operation. DATE (2024)
Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG. CoRR (2024)
Philipp Mayer, Michele Magno, Luca Benini
Self-Sustaining Ultrawideband Positioning System for Event-Driven Indoor Localization. IEEE Internet Things J. 11 (1) (2024)
Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring. CoRR (2024)
Matteo Perotti, Michele Raeber, Mattia Sinigaglia, Matheus A. Cavalcante, Davide Rossi, Luca Benini
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads. CoRR (2024)
Philippe Sauter, Thomas Benz, Paul Scheffler, Frank K. Gürkaynak, Luca Benini
Insights from Basilisk: Are Open-Source EDA Tools Ready for a Multi-Million-Gate, Linux-Booting RV64 SoC Design? CoRR (2024)
Thomas Benz, Michael Rogenmoser, Paul Scheffler, Samuel Riedel, Alessandro Ottaviano, Andreas Kurth, Torsten Hoefler, Luca Benini
A High-Performance, Energy-Efficient Modular DMA Engine Architecture. IEEE Trans. Computers 73 (1) (2024)
Hanna Müller, Victor Javier Kartsch, Michele Magno, Luca Benini
BatDeck: Advancing Nano-drone Navigation with Low-power Ultrasound-based Obstacle Avoidance. CoRR (2024)
Matteo Perotti, Matheus A. Cavalcante, Renzo Andri, Lukas Cavigelli, Luca Benini
Ara2: Exploring Single- and Multi-Core Vector Processing With an Efficient RVV 1.0 Compliant Open-Source Processor. IEEE Trans. Computers 73 (7) (2024)
Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems. CoRR (2024)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. AICAS (2024)
Cristian Cioflan, Lukas Cavigelli, Manuele Rusci, Miguel de Prado, Luca Benini
On-Device Domain Learning for Keyword Spotting on Low-Power Extreme Edge Embedded Systems. CoRR (2024)
Wei Huang, Haotong Qin, Yangdong Liu, Yawei Li, Xianglong Liu, Luca Benini, Michele Magno, Xiaojuan Qi
SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models. CoRR (2024)
Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini
Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. 18 (3) (2024)
Luca Colagrande, Luca Benini
Optimizing Offload Performance in Heterogeneous MPSoCs. CoRR (2024)
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
12 mJ Per Class On-Device Online Few-Shot Class-Incremental Learning. DATE (2024)
Alessandro Ottaviano, Robert Balas, Philippe Sauter, Manuel Eggimann, Luca Benini
PELS: A Lightweight and Flexible Peripheral Event Linking System for Ultra-Low Power IoT Processors. DATE (2024)
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
Ultra-Lightweight Collaborative Mapping for Robot Swarms. CoRR (2024)
Lorenzo Lamberti, Lorenzo Bellone, Luka Macan, Enrico Natalizio, Francesco Conti, Daniele Palossi, Luca Benini
Distilling Tiny and Ultra-fast Deep Neural Networks for Autonomous Navigation on Nano-UAVs. CoRR (2024)
Hanna Müller, Victor Javier Kartsch, Luca Benini
GAP9Shield: A 150GOPS AI-capable Ultra-low Power Module for Vision and Ranging Applications on Nano-drones. CoRR (2024)
Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. CoRR (2024)
Georg Rutishauser, Joan Mihali, Moritz Scherer, Luca Benini
xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems. CoRR (2024)
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms. CoRR (2024)
Paola Busia, Matteo Antonio Scrugli, Victor Jean-Baptiste Jung, Luca Benini, Paolo Meloni
A Noisy Beat is Worth 16 Words: a Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers. CoRR (2024)
Luca Valente, Alessandro Nadalini, Asif Hussain Chiralil Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (5) (2024)
Francesco Conti, Gianna Paulin, Angelo Garofalo, Davide Rossi, Alfio Di Mauro, Georg Rutishauser, Gianmarco Ottavi, Manuel Eggimann, Hayate Okuhara, Luca Benini
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2-8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing. IEEE J. Solid State Circuits 59 (1) (2024)
Konstantin Kalenberg, Hanna Müller, Tommaso Polonelli, Alberto Schiaffino, Vlad Niculescu, Cristian Cioflan, Michele Magno, Luca Benini
Stargate: Multimodal Sensor Fusion for Autonomous Navigation on Miniaturized UAVs. IEEE Internet Things J. 11 (12) (2024)
Luca Colagrande, Luca Benini
Optimizing Offload Performance in Heterogeneous MPSoCs. DATE (2024)
Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
Zero-shot Classification using Hyperdimensional Computing. CoRR (2024)
Samuele Ruffino, Geethan Karunaratne, Michael Hersche, Luca Benini, Abu Sebastian, Abbas Rahimi
Zero-Shot Classification Using Hyperdimensional Computing. DATE (2024)
Bruno Guindani, Martin Molan, Andrea Bartolini, Luca Benini
Exploring the Utility of Graph Methods in HPC Thermal Modeling. ICPE (Companion) (2024)
Thomas Benz, Alessandro Ottaviano, Robert Balas, Angelo Garofalo, Francesco Restuccia, Alessandro Biondi, Luca Benini
AXI-REALM: A Lightweight and Modular Interconnect Extension for Traffic Regulation and Monitoring of Heterogeneous Real-Time SoCs. DATE (2024)
Mikhail Khalilov, Marcin Chrapek, Siyuan Shen, Alessandro Vezzu, Thomas Benz, Salvatore Di Girolamo, Timo Schneider, Daniele De Sensi, Luca Benini, Torsten Hoefler
OSMOSIS: Enabling Multi-Tenancy in Datacenter SmartNICs. USENIX ATC (2024)
Nesara Eranna Bethur, Anthony Agnesina, Moritz Brunion, Alberto García Ortiz, Francky Catthoor, Dragomir Milojevic, Manu Komalan, Matheus A. Cavalcante, Samuel Riedel, Luca Benini, Sung Kyu Lim
Hier-3D: A Methodology for Physical Hierarchy Exploration of 3-D ICs. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (7) (2024)
Sergio Mazzola, Samuel Riedel, Luca Benini
Enabling Efficient Hybrid Systolic Computation in Shared L1-Memory Manycore Clusters. CoRR (2024)
Tommaso Polonelli, Lukas Schulthess, Philipp Mayer, Michele Magno, Luca Benini
H-Watch: An Open, Connected Platform for AI-Enhanced COVID19 Infection Symptoms Monitoring and Contact Tracing. CoRR (2024)
Paul Scheffler, Philippe Sauter, Thomas Benz, Frank K. Gürkaynak, Luca Benini
Basilisk: An End-to-End Open-Source Linux-Capable RISC-V SoC in 130nm CMOS. CoRR (2024)
Michael Rogenmoser, Philip Wiese, Bruno E. Forlin, Frank K. Gürkaynak, Paolo Rech, Alessandra Menicucci, Marco Ottavi, Luca Benini
Design and Experimental Investigation of Trikarenos: A Fault-Tolerant 28nm RISC-V-based SoC. CoRR (2024)
Josse Van Delm, Maarten Vandersteegen, Alessio Burrello, Giuseppe Maria Sarda, Francesco Conti, Daniele Jahier Pagliari, Luca Benini, Marian Verhelst
HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms. CoRR (2024)
Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication. CoRR (2024)
Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios. CoRR (2024)
Michael Rogenmoser, Alessandro Ottaviano, Thomas Benz, Robert Balas, Matteo Perotti, Angelo Garofalo, Luca Benini
SentryCore: A RISC-V Co-Processor System for Safe, Real-Time Control Applications. CoRR (2024)
Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello
Foundation Models for Structural Health Monitoring. CoRR (2024)
Sudipta Das, Samuel Riedel, Marco Bertuletti, Luca Benini, Moritz Brunion, Julien Ryckaert, James Myers, Dwaipayan Biswas, Dragomir Milojevic
3D Partitioning with Pipeline Optimization for Low-Latency Memory Access in Many-Core SoCs. ISCAS (2024)
Lorenzo Lamberti, Vlad Niculescu, Michal Barcis, Lorenzo Bellone, Enrico Natalizio, Luca Benini, Daniele Palossi
Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones. CoRR (2024)
Yichao Zhang, Marco Bertuletti, Samuel Riedel, Matheus A. Cavalcante, Alessandro Vanelli-Coralli, Luca Benini
TeraPool-SDR: An 1.89TOPS 1024 RV-Cores 4MiB Shared-L1 Cluster for Next-Generation Open-Source Software-Defined Radios. ACM Great Lakes Symposium on VLSI (2024)
Philippe Sauter, Thomas Benz, Paul Scheffler, Zerun Jiang, Beat Muheim, Frank K. Gürkaynak, Luca Benini
Basilisk: Achieving Competitive Performance with Open EDA Tools on an Open-Source Linux-Capable RISC-V SoC. CoRR (2024)
Simone Manoni, Paul Scheffler, Alfio Di Mauro, Luca Zanatta, Andrea Acquaviva, Luca Benini, Andrea Bartolini
NARS: Neuromorphic Acceleration through Register-Streaming Extensions on RISC-V Cores. CF (Companion) (2024)
Chaoqun Liang, Alessandro Ottaviano, Thomas Benz, Mattia Sinigaglia, Luca Benini, Angelo Garofalo, Davide Rossi
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems. CF (Companion) (2024)
Julian Moosmann, Hanna Müller, Nicky Zimmerman, Georg Rutishauser, Luca Benini, Michele Magno
Flexible and Fully Quantized Lightweight TinyissimoYOLO for Ultra-Low-Power Edge Systems. IEEE Access 12 (2024)
Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
NanoSLAM: Enabling Fully Onboard SLAM for Tiny Robots. IEEE Internet Things J. 11 (8) (2024)
Matteo Perotti, Yichao Zhang, Matheus A. Cavalcante, Enis Mustafa, Luca Benini
MX: Enhancing RISC-V's Vector ISA for Ultra-Low Overhead, Energy-Efficient Matrix Multiplication. DATE (2024)
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
Near-Memory Parallel Indexing and Coalescing: Enabling Highly Efficient Indirect Access for SpMV. DATE (2024)
Elena Ferro, Athanasios Vasilopoulos, Corey Lammie, Manuel Le Gallo, Luca Benini, Irem Boybat, Abu Sebastian
A Precision-Optimized Fixed-Point Near-Memory Digital Processing Unit for Analog In-Memory Computing. ISCAS (2024)
Viviane Potocnik, Luca Colagrande, Tim Fischer, Luca Bertaccini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini
Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform. CoRR (2024)
Luca Valente, Francesco Restuccia, Davide Rossi, Ryan Kastner, Luca Benini
TOP: Towards Open & Predictable Heterogeneous SoCs. CoRR (2024)
Alberto Dequino, Alessio Carpegna, Davide Nadalini, Alessandro Savino, Luca Benini, Stefano Di Carlo, Francesco Conti
Compressed Latent Replays for Lightweight Continual Learning on Spiking Neural Networks. CoRR (2024)
Cristian Cioflan, Lukas Cavigelli, Luca Benini
Boosting keyword spotting through on-device learnable user speech characteristics. CoRR (2024)
Victor J. B. Jung, Alessio Burrello, Moritz Scherer, Francesco Conti, Luca Benini
Optimizing the Deployment of Tiny Transformers on Low-Power MCUs. CoRR (2024)
Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Antonio del Vecchio, Maicol Ciani, Davide Rossi, Luca Benini, Andrea Bartolini
ControlPULP: A RISC-V On-Chip Parallel Power Controller for Many-Core HPC Processors with FPGA-Based Hardware-In-The-Loop Power and Thermal Emulation. Int. J. Parallel Program. 52 (1-2) (2024)
Gianna Paulin, Paul Scheffler, Thomas Benz, Matheus A. Cavalcante, Tim Fischer, Manuel Eggimann, Yichao Zhang, Nils Wistoff, Luca Bertaccini, Luca Colagrande, Gianmarco Ottavi, Frank K. Gürkaynak, Davide Rossi, Luca Benini
Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET. CoRR (2024)
Sergio Mazzola, Gabriele Ara, Thomas Benz, Björn Forsberg, Tommaso Cucinotta, Luca Benini
Data-Driven Power Modeling and Monitoring via Hardware Performance Counters Tracking. CoRR (2024)
Arpan Suravi Prasad, Moritz Scherer, Francesco Conti, Davide Rossi, Alfio Di Mauro, Manuel Eggimann, Jorge Tomás Gómez, Ziyun Li, Syed Shakib Sarwar, Zhao Wang, Barbara De Salvo, Luca Benini
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine. IEEE J. Solid State Circuits 59 (7) (2024)
Luca Bompani, Manuele Rusci, Daniele Palossi, Francesco Conti, Luca Benini
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded Systems. CoRR (2024)
Lorenzo Lamberti, Georg Rutishauser, Francesco Conti, Luca Benini
Combining Local and Global Perception for Autonomous Navigation on Nano-UAVs. CoRR (2024)
Paul Scheffler, Luca Colagrande, Luca Benini
SARIS: Accelerating Stencil Computations on Energy-Efficient RISC-V Compute Clusters with Indirect Stream Registers. CoRR (2024)
Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti
Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. AICAS (2024)
Sergei Vostrikov, Thorir Mar Ingolfsson, Soley Hafthorsdottir, Christoph Leitner, Michele Magno, Luca Benini, Andrea Cossettini
A Muscle Pennation Angle Estimation Framework From Raw Ultrasound Data for Wearable Biomedical Instrumentation. IEEE Trans. Instrum. Meas. 73 (2024)
Jonas Kühne, Michele Magno, Luca Benini
Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs. CoRR (2024)
Moritz Scherer, Cristian Cioflan, Michele Magno, Luca Benini
Work in Progress: Linear Transformers for TinyML. DATE (2024)
Lukas Schulthess, Philipp Mayer, Luca Benini, Michele Magno
A Passive and Asynchronous Wake-up Receiver for Acoustic Underwater Communication. CoRR (2024)
Robert Balas, Alessandro Ottaviano, Luca Benini
CV32RT: Enabling Fast Interrupt and Context Switching for RISC-V Microcontrollers. IEEE Trans. Very Large Scale Integr. Syst. 32 (6) (2024)
Yoga Esa Wibowo, Cristian Cioflan, Thorir Mar Ingolfsson, Michael Hersche, Leo Zhao, Abbas Rahimi, Luca Benini
12 mJ per Class On-Device Online Few-Shot Class-Incremental Learning. CoRR (2024)
Giovanni Bambini, Alessandro Ottaviano, Christian Conficoni, Andrea Tilli, Luca Benini, Andrea Bartolini
Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms. CoRR (2024)
Mohsen Seyedkazemi Ardebili, Andrea Acquaviva, Luca Benini, Andrea Bartolini
HazardNet: A thermal hazard prediction framework for datacenters. Future Gener. Comput. Syst. 155 (2024)
Marco Bertuletti, Samuel Riedel, Yichao Zhang, Alessandro Vanelli-Coralli, Luca Benini
Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster. SAMOS (2023)
Sergio Mazzola, Thomas Benz, Björn Forsberg, Luca Benini
A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms. CoRR (2023)
Gamze Islamoglu, Moritz Scherer, Gianna Paulin, Tim Fischer, Victor J. B. Jung, Angelo Garofalo, Luca Benini
ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers. ISLPED (2023)
Vikram Jain, Matheus A. Cavalcante, Nazareno Bruschi, Michael Rogenmoser, Thomas Benz, Andreas Kurth, Davide Rossi, Luca Benini, Marian Verhelst
PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge. CoRR (2023)
Mahyar Pourjabar, Manuele Rusci, Luca Bompani, Lorenzo Lamberti, Vlad Niculescu, Daniele Palossi, Luca Benini
Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration. ICECS (2023)
Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. CVPR Workshops (2023)
Angelo Garofalo, Yvan Tortorella, Matteo Perotti, Luca Valente, Alessandro Nadalini, Luca Benini, Davide Rossi, Francesco Conti
DARKSIDE: A Heterogeneous RISC-V Compute Cluster for Extreme-Edge On-Chip DNN Inference and Training. CoRR (2023)
Chi Zhang, Paul Scheffler, Thomas Benz, Matteo Perotti, Luca Benini
AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads. DATE (2023)
Jonas Kühne, Michele Magno, Luca Benini
A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications. IWASI (2023)
Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. CoRR (2023)
Sebastian Frey, Victor Javier Kartsch, Christoph Leitner, Andrea Cossettini, Sergei Vostrikov, Simone Benatti, Luca Benini
A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring. CoRR (2023)
Carl Friess, Vlad Niculescu, Tommaso Polonelli, Michele Magno, Luca Benini
Fully Onboard SLAM for Distributed Mapping with a Swarm of Nano-Drones. CoRR (2023)
Michael Rogenmoser, Luca Benini
Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm. CoRR (2023)
Bruno Sá, Luca Valente, José Martins, Davide Rossi, Luca Benini, Sandro Pinto
CVA6 RISC-V Virtualization: Architecture, Microarchitecture, and Design Space Exploration. IEEE Trans. Very Large Scale Integr. Syst. 31 (11) (2023)
Gianmarco Ottavi, Florian Zaruba, Luca Benini, Davide Rossi
Reducing Load-Use Dependency-Induced Performance Penalty in the Open-Source RISC-V CVA6 CPU. DSD (2023)
Georg Rutishauser, Francesco Conti, Luca Benini
Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge. AICAS (2023)
Michael Hersche, Mustafa Zeqiri, Luca Benini, Abu Sebastian, Abbas Rahimi
A neuro-vector-symbolic architecture for solving Raven's progressive matrices. Nat. Mac. Intell. 5 (4) (2023)
Elia Cereda, Luca Crupi, Matteo Risso, Alessio Burrello, Luca Benini, Alessandro Giusti, Daniele Jahier Pagliari, Daniele Palossi
Deep Neural Network Architecture Search for Accurate Visual Pose Estimation aboard Nano-UAVs. ICRA (2023)
Alessio Burrello, Matteo Risso, Noemi Tomasello, Yukai Chen, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation. DATE (2023)
Tommaso Polonelli, Amirhossein Moallemi, Weikang Kong, Hanna Müller, Julien Deparday, Michele Magno, Luca Benini
A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines. IEEE Access 11 (2023)

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Publication Activity (10 Years)

Top Topics

Top Venues

Luca Benini