Foto del docente

Luca Benini

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/01 Electronic Engineering


Moin A.; Zhou A.; Rahimi A.; Menon A.; Benatti S.; Alexandrov G.; Tamakloe S.; Ting J.; Yamamoto N.; Khan Y.; Burghardt F.; Benini L.; Arias A.C.; Rabaey J.M., A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition, «NATURE ELECTRONICS», 2021, 4, pp. 54 - 63 [Scientific article]

Elnaqib A.; Okuhara H.; Jang T.; Rossi D.; Benini L., A 0.5GHz 0.35mW LDO-Powered Constant-Slope Phase Interpolator with 0.22% INL, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2021, 68, pp. 156 - 160 [Scientific article]Open Access

Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas, An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2021, 25, pp. 935 - 946 [Scientific article]Open Access

Libri A.; Bartolini A.; Benini L., DiG: enabling out-of-band scalable high-resolution monitoring for data-center analytics, automation and control (extended), «CLUSTER COMPUTING», 2021, 0, pp. 1 - 12 [Scientific article]

Mazzoni B.; Benatti S.; Benini L.; Tagliavini G., Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes, «IEEE EMBEDDED SYSTEMS LETTERS», 2021, Early access, pp. 1 - 4 [Scientific article]

Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca, Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2021, 8, pp. 4433 - 4447 [Scientific article]Open Access

Florian Glaser; Giuseppe Tagliavini; Davide Rossi; Germain Haugoug; Qiuting Huang; Luca Benini, Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2021, 32, pp. 633 - 648 [Scientific article]Open Access

Luciani G.; Crescentini M.; Romani A.; Chiani M.; Benini L.; Tartagni M., Energy-Efficient PRBS Impedance Spectroscopy on a Digital Versatile Platform, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2021, 70, pp. 1 - 12 [Scientific article]

Forsberg B.; Benini L.; Marongiu A., HePREM: A Predictable Execution Model for GPU-based Heterogeneous SoCs, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, pp. 17 - 29 [Scientific article]

Conficoni, Christian; Bartolini, Andrea; Tilli, Andrea; Cavazzoni, Carlo; Benini, Luca, HPC Cooling: A Flexible Modeling Tool for Effective Design and Management, «IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING», 2021, 6, pp. 441 - 455 [Scientific article]Open Access

Paolini G.; Guermandi M.; Masotti D.; Al Shanawani M.; Benassi F.; Benini L.; Costanzo A., RF-powered low-energy sensor nodes for predictive maintenance in electromagnetically harsh industrial environments, «SENSORS», 2021, 21, pp. 1 - 18 [Scientific article]

Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C.; Benini L., SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller, in: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, esp, 2021) [Contribution to conference proceedings]

Schuiki F.; Zaruba F.; Hoefler T.; Benini L., Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, pp. 212 - 227 [Scientific article]

Montagna, Fabio; Tagliavini, Giuseppe; Rossi, Davide; Garofalo, Angelo; Benini, Luca, Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs, in: Architecture of Computing Systems, Cham, Springer, 2021, 12800, pp. 167 - 182 (atti di: 34th International Conference on Architecture of Computing Systems, Online, 7-8 Giugno 2021) [Contribution to conference proceedings]Open Access

Rossi D.; Conti F.; Eggiman M.; Mach S.; Mauro A.D.; Guermandi M.; Tagliavini G.; Pullini A.; Loi I.; Chen J.; Flamand E.; Benini L., 4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up from MRAM-Based State-Retentive Sleep Mode, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Piscataway, NJ, Institute of Electrical and Electronics Engineers Inc., 2021, 64, pp. 60 - 62 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contribution to conference proceedings]