All publications

Burrello, Alessio; Jahier Pagliari, Daniele; Rapa, PIERANGELO MARIA; Semilia, Matilde; Risso, Matteo; Polonelli, Tommaso; Poncino, Massimo; Benini, Luca; Benatti, Simone, Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring, «ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE», 2022, 3, pp. 1 - 25 [Scientific article] Open Access

Risso M.; Burrello A.; Benini L.; MacIi E.; Poncino M.; Pagliari D.J., Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks, 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, Online, 1-9-2022) [Contribution to conference proceedings]

Daghero, F; Burrello, A; Xie, C; Benini, L; Calimera, A; Macii, E; Poncino, M; Pagliari, DJ, Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers, in: IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, SPRINGER INTERNATIONAL PUBLISHING AG, «IFIP ADVANCES IN INFORMATION AND COMMUNICATION TECHNOLOGY», 2022, 661, pp. 25 - 47 (atti di: IFIP/IEEE International Conference on Very Large Scale Integration - System on a Chip, Online, 2021) [Contribution to conference proceedings]

Musso, A; Angeli, G; Ascade, M; Bocchi, M; Ribani, PL; Rossi, V; Valzasina, A; Breschi, M, Electro-Thermal Behavior of Layer-Wound BSCCO Coils With and Without Insulation, «IEEE TRANSACTIONS ON APPLIED SUPERCONDUCTIVITY», 2022, 32, pp. 1 - 5 [Scientific article] Open Access

Mattia Orlandi, Marcello Zanghieri, Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti, Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition, in: SYSINT 2022: Advances in System-Integrated Intelligence, Springer, 2022, pp. 518 - 529 (atti di: SYSINT 2022, Genova (IT), 7-9 September 2022) [Contribution to conference proceedings]

Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Davide Schiavone, Luca Benini, Simone Benatti, sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. In: Biomedical Circuits and Systems, in: IEEE BioCAS Conference Proceedings 2022, 2022, pp. 704 - 708 (atti di: IEEE BioCAS Conference 2022, Taipei (TW), 13-15 October 2022) [Contribution to conference proceedings]

Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, A High SNR, Low-Latency Dry EMG Acquisition System for Unobtrusive HMI Devices, in: IEEE BioCAS Conference Proceedings 2022, 2022, pp. 544 - 548 (atti di: IEEE BioCAS Conference 2022, Taipei (TW), 13-15 October 2022) [Contribution to conference proceedings]

Faveto A.; Panza L.; Bruno G.; Cirimele V.; Furio S.S.; Lombardi F., Efficient management of industrial electric vehicles by means of static and dynamic wireless power transfer systems, «INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY», 2022, 123, pp. 1249 - 1267 [Scientific article] Open Access

Lucchini F.; Torchio R.; Cirimele V.; Alotto P.; Bettini P., Topology Optimization for Electromagnetics: A Survey, «IEEE ACCESS», 2022, 10, pp. 98593 - 98611 [Scientific article] Open Access

Alotto P.; Armando E.; Bonisoli E.; Cirimele V.; Dimauro L.; Filippini M.; Repetto M.; Squillari P.; Torchio R.; Velardocchia M.; Vigliani A., Design, Analysis and Realisation of a Magnetic Gear Prototype with Experimental Validation, in: 2022 23rd International Conference on the Computation of Electromagnetic Fields, COMPUMAG 2022, Institute of Electrical and Electronics Engineers Inc., 2022, pp. 1 - 4 (atti di: 23rd International Conference on the Computation of Electromagnetic Fields, COMPUMAG 2022, mex, 2022) [Contribution to conference proceedings]

Tortorella, Yvan; Bertaccini, Luca; Rossi, Davide; Benini, Luca; Conti, Francesco, RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs, in: DATE '22: Proceedings of the 2022 Conference & Exhibition on Design, Automation & Test in Europe, 2022, pp. 1099 - 1102 (atti di: 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 14-23 March 2022) [Contribution to conference proceedings]

Nadalini D.; Rusci M.; Tagliavini G.; Ravaglia L.; Benini L.; Conti F., PULP-TrainLib: Enabling On-Device Training for RISC-V Multi-core MCUs Through Performance-Driven Autotuning, in: Embedded Computer Systems: Architectures, Modeling, and Simulation, Springer, 2022, 13511, pp. 200 - 216 (atti di: 22nd International Conference, SAMOS 2022, Samos, Greece, July 3–7, 2022) [Contribution to conference proceedings] Open Access

Lamberti, L; Niculescu, V; Barcis, M; Bellone, L; Natalizio, E; Benini, L; Palossi, D, Tiny-PULP-Dronets: Squeezing Neural Networks for Faster and Lighter Inference on Multi-Tasking Autonomous Nano-Drones, 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. 287 - 290 (atti di: 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Incheon, Seoul, June 13-15 2022) [Contribution to conference proceedings]

Naga V. C. Gudapati; Enrico Malaguti; Michele Monaci, Network Design with Service Requirements: Scaling-up the Size of Solvable Problems, «INFORMS JOURNAL ON COMPUTING», 2022, 34, pp. 2571 - 2582 [Scientific article] Open Access

Valentini L.; Chiani M.; Paolini E., Massive Grant-Free Access with Massive MIMO and Spatially Coupled Replicas, «IEEE TRANSACTIONS ON COMMUNICATIONS», 2022, 70, pp. 7337 - 7350 [Scientific article] Open Access

Thorir Mar Ingolfsson; Mark Vero; Xiaying Wang; Lorenzo Lamberti; Luca Benini; Matteo Spallanzani, Reducing neural architecture search spaces with training-free statistics and computational graph clustering, in: CF '22: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 213 - 214 (atti di: 19th ACM International Conference on Computing Frontiers, Turin Italy, May 17 - 22, 2022) [Contribution to conference proceedings]

Mengozzi, M; Gibiino, GP; Angelotti, AM; Florian, C; Santarelli, A, Over-the-Air Digital Predistortion of 5G FR2 Beamformer Array by exploiting Linear Response Compensation, in: 2022 IEEE/MTT-S International Microwave Symposium - IMS 2022, 2022, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «IEEE MTT-S INTERNATIONAL MICROWAVE SYMPOSIUM DIGEST», 2022, 2022-June, pp. 394 - 397 (atti di: International Microwave Symposium 2022, Denver, CO, USA, 19-24 Giugno 2022) [Contribution to conference proceedings]

Cuppini, Cristiano; Magosso, Elisa; Monti, Melissa; Ursino, Mauro; Yau, Jeffrey M., A neurocomputational analysis of visual bias on bimanual tactile spatial perception during a crossmodal exposure, «FRONTIERS IN NEURAL CIRCUITS», 2022, 16, pp. 1 - 18 [Scientific article] Open Access

Bianchini, C.; Sala, G.; Torreggiani, A.; Giannotta, N.; Davoli, M.; Macrelli, E.; Immovilli, F.; Bellini, A., Synchronous Reluctance Tubular Machine by Means of Additive Manufacturing, in: ICEM 2022, 2022, pp. 921 - 927 (atti di: 2022 International Conference on Electric Machines, Valencia, Spain, 5-8 september 2022) [Contribution to conference proceedings]

Moscato S.; Orlandi S.; Giannelli A.; Ostan R.; Chiari L., Automatic pain assessment on cancer patients using physiological signals recorded in real-world contexts, in: Annu Int Conf IEEE Eng Med Biol Soc., «IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS», 2022, 2022-July, pp. 1931 - 1934 (atti di: IEEE Engineering in Medicine and Biology Conference, Scottish Event Campus, Glasgow, UK,, July 11-15, 2022) [Contribution to conference proceedings]