All publications

Mayer P.; Magno M.; Benini L., Model-based design for self-sustainable sensor nodes, «ENERGY CONVERSION AND MANAGEMENT», 2022, 272, pp. 1 - 10 [Scientific article] Open Access

Moritz Scherer; Georg Rutishauser; Lukas Cavigelli; Luca Benini, CUTIE: Beyond PetaOp/s/W Ternary DNN Inference Acceleration with Better-than-Binary Energy Efficiency, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2022, 41, pp. 1020 - 1033 [Scientific article] Open Access

Matheus Cavalcante; Anthony Agnesina; Samuel Riedel; Moritz Brunion; Alberto Garcia-Ortiz; Dragomir Milojevic; Francky Catthoor; Sung Kyu Lim; Luca Benini, MemPool-3D: Boosting Performance and Efficiency of Shared-L1 Memory Many-Core Clusters with 3D Integration, in: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2022, pp. 394 - 399 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 14-23 march 2022) [Contribution to conference proceedings]

Rutishauser, G; Scherer, M; Fischer, T; Benini, L, Ternarized TCN for mu J/Inference Gesture Recognition from DVS Event Frames, in: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), NEW YORK, IEEE, «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2022, pp. 736 - 741 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 14-23 march 2022) [Contribution to conference proceedings] Open Access

Testa, A; Notarstefano, G, Generalized Assignment for Multirobot Systems via Distributed Branch-and-Price, «IEEE TRANSACTIONS ON ROBOTICS», 2022, 38, pp. 1990 - 2001 [Scientific article] Open Access

Cossettini, A; Taranov, K; Vogt, C; Magno, M; Hoefler, T; Benini, L, A RDMA Interface for Ultra-Fast Ultrasound Data-Streaming over an Optical Link, in: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2022, pp. 80 - 83 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 14-23 march 2022) [Contribution to conference proceedings]

Notarnicola I.; Falsone A., Passivity-based Analysis of the ADMM Algorithm for Constraint-Coupled Optimization, «AUTOMATICA», 2022, 146, pp. 1 - 5 [Scientific article]

Benini, Luca, PULP: Extreme Energy Efficiency for Extreme Edge AI Acceleration, in: 2022 11th Mediterranean Conference on Embedded Computing (MECO), 2022, pp. 1 - 1 (atti di: 2022 11th Mediterranean Conference on Embedded Computing (MECO), Budva, Montenegro, 7-10 June 2022) [Contribution to conference proceedings]

Simonetto A.; Notarnicola I., Achievement and Fragility of Long-Term Equitability, in: AIES 2022 - Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society, Association for Computing Machinery, Inc, 2022, pp. 675 - 685 (atti di: 5th AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society, AIES 2022, Oxford, UK, 2022) [Contribution to conference proceedings]

Benini L.; Leroy Y.; Tolio T.; Magnanini M.C., Proposal of a strategic model to unlock the circular potential in industrial practice, in: Procedia CIRP, «PROCEDIA CIRP», 2022, 109, pp. 233 - 238 (atti di: ., ., .) [Contribution to conference proceedings] Open Access

Niculescu, V; Mueller, H; Ostovar, I; Polonelli, T; Magno, M; Benini, L, Towards a Multi-Pixel Time-of-Flight Indoor Navigation System for Nano-Drone Applications, in: 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «CONFERENCE PROCEEDINGS - IEEE INSTRUMENTATION/MEASUREMENT TECHNOLOGY CONFERENCE», 2022, pp. 1 - 6 (atti di: 2022 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Ottawa, ON, Canada, 16-19 May 2022) [Contribution to conference proceedings]

Rubino, S.; Mandrile, F.; Armando, E.; Bojoi, R.; Zarri, L., Fault-Tolerant Torque Controller Based on Adaptive Decoupled Multi-Stator Modeling for Multi-Three-Phase Induction Motor Drives, «IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS», 2022, 58, pp. 7318 - 7335 [Scientific article] Open Access

Rizzoli G.; Mengoni M.; Vancini L.; Zarri L.; Tani A., Five-to-Three Phase Doubly-Fed Induction Machine for Wireless Energy Transfer in Rotary Assembly Stations, in: 2022 International Conference on Electrical Machines, ICEM 2022, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 1068 - 1074 (atti di: 2022 International Conference on Electrical Machines, ICEM 2022, Valencia, Spain, 2022) [Contribution to conference proceedings]

Vancini, L.; Mengoni, M.; Rizzoli, G.; Zarri, L.; Tani, A., Fault-Tolerant Control Strategies of Five-Phase Induction Motor Drives under Open-Switch Fault, in: 2022 International Conference on Electrical Machines (ICEM), 2022, pp. 1274 - 1280 (atti di: 2022 International Conference on Electrical Machines (ICEM), Valencia, Spain, 5-8 Sept. 2022) [Contribution to conference proceedings] Open Access

Campana, Chiara; Ricci, Eugenio; Bartolucci, Chiara; Severi, Stefano; Sobie, Eric A, Coupling and heterogeneity modulate pacemaking capability in healthy and diseased two-dimensional sinoatrial node tissue models, «PLOS COMPUTATIONAL BIOLOGY», 2022, 18, pp. 1 - 21 [Scientific article] Open Access

Ostovar I.; Niculescu V.; Muller H.; Polonelli T.; Magno M.; Benini L., Demo Abstract: Towards Reliable Obstacle Avoidance for Nano-UAVs, in: 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), 2022, pp. 501 - 502 (atti di: 2022 21st ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN), Milano, Italy, 04-06 May 2022) [Contribution to conference proceedings]

Agnesina A.; Brunion M.; Garcia-Ortiz A.; Catthoor F.; Milojevic D.; Komalan M.; Cavalcante M.; Riedel S.; Benini L.; Lim S.K., Hier-3D: A Hierarchical Physical Design Methodology for Face-to-Face-Bonded 3D ICs, in: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, 2022, pp. 1 - 6 (atti di: ISLPED '22: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design, Boston MA USA, 1-3 August) [Contribution to conference proceedings]

Mazzola, S; Benz, T; Forsberg, B; Benini, L, A Data-Driven Approach to Lightweight DVFS-Aware Counter-Based Power Modeling for Heterogeneous Platforms, in: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2022, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, «LECTURE NOTES IN COMPUTER SCIENCE», 2022, 13511, pp. 346 - 361 (atti di: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2022, Samos, Greece, 3-7 july) [Contribution to conference proceedings]

Liao, JW; Widmer, L; Wang, XY; Di Mauro, A; Nason-Tomaszewski, SR; Chestek, CA; Benini, L; Jang, T, An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface, in: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2022, pp. 134 - 137 (atti di: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Korea Republic of, 13-15 June) [Contribution to conference proceedings]

P. Jokic; E. Azarkhish; A. Bonetti; M. Pons; S. Emery; L. Benini, A Construction Kit for Efficient Low Power Neural Network Accelerator Designs, «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS», 2022, 21, pp. 1 - 36 [Scientific article] Open Access