Conferences

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]

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]

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]

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]

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]

Alessandro Marzani; Nicola Testoni; Denis Bogomolov; Federica Zonzini; Luca De Marchi; Canio Mennuti; Giuseppe Augugliaro;, Monitoring the integrity of pressurized pipes and vessels: design and development of a hydraulic circuit and a light monitoring sensor network for the measurement of accelerations and acoustic emissions, in: Conferenza Nazionale sulle Prove non Distruttive Monitoraggio Diagnostica 19° Congresso AIPnD - Esposizione PnD MD, 2022, pp. 1 - 10 (atti di: Conferenza Nazionale sulle Prove non Distruttive Monitoraggio Diagnostica 19° Congresso AIPnD - Esposizione PnD MD, Verona, 19-21 Ottobre 2022) [Contribution to conference proceedings]

Alessandro Marzani; Nicola Testoni; Denis Bogomolov; Federica Zonzini; Luca De Marchi; Canio Mennuti; Giuseppe Augugliaro; Ivan Roselli; Fernando Saitta; Angelo Tatì, Acoustic Emissions and Modal Analysis on a reinforced concrete two storey-frame structure subjected to shaking table test: measurements, correlations and observations, in: Conferenza Nazionale sulle Prove non Distruttive Monitoraggio Diagnostica 19° Congresso AIPnD - Esposizione PnD MD, 2022, pp. 1 - 10 (atti di: Conferenza Nazionale sulle Prove non Distruttive Monitoraggio Diagnostica 19° Congresso AIPnD - Esposizione PnD MD, Verona, 19-21 Ottobre 2022) [Contribution to conference proceedings]

Paolini E.; Valentini L.; Tralli V.; Chiani M., Irregular Repetition Slotted ALOHA in an Information-Theoretic Setting, in: Proceedings of the 2022 IEEE International Symposium on Information Theory (ISIT), Piscataway, NJ, USA, IEEE, 2022, 2022-June, pp. 3019 - 3024 (atti di: 2022 IEEE International Symposium on Information Theory (ISIT), Espoo, Finland, June 26 - July 1, 2022) [Contribution to conference proceedings]

Molan M.; Borghesi A.; Benini L.; Bartolini A., Semi-supervised anomaly detection on a Tier-0 HPC system, in: CF '22: Proceedings of the 19th ACM International Conference on Computing Frontiers, 2022, pp. 203 - 204 (atti di: CF '22 19th ACM International Conference on Computing Frontiers, Turin, Italy, May 17 - 22, 2022) [Contribution to conference proceedings]

Valentini L.; Faedi A.; Chiani M.; Paolini E., Impact of Interference Subtraction on Grant-Free Multiple Access with Massive MIMO, in: Proceedings of ICC 2022 - IEEE International Conference on Communications, Piscataway, Institute of Electrical and Electronic Engineers, «IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS», 2022, 2022-May, pp. 1318 - 1323 (atti di: ICC 2022 - IEEE International Conference on Communications, Seoul, Korea, 16-20 May 2022) [Contribution to conference proceedings]

Zattoni E.; Otsuka N.; Perdon A.M.; Conte G., Disturbance Decoupling by Dynamic Output Feedback for Linear Impulsive Systems with Periodic Jumps, in: 2022 30th Mediterranean Conference on Control and Automation, MED 2022, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., «MEDITERRANEAN CONFERENCE ON CONTROL & AUTOMATION», 2022, pp. 1000 - 1005 (atti di: 30th Mediterranean Conference on Control and Automation, MED 2022, Vouliagmeni, Greece, 28 June 2022 - 1 July 2022) [Contribution to conference proceedings]

Paolino, Carmine; Antolini, Alessio; Pareschi, Fabio; Mangia, Mauro; Rovatti, Riccardo; Scarselli, Eleonora Franchi; Setti, Gianluca; Canegallo, Roberto; Carissimi, Marcella; Pasotti, Marco, Phase-Change Memory in Neural Network Layers with Measurements-based Device Models, in: 2022 IEEE International Symposium on Circuits and Systems (ISCAS), Crewe, The Printing House, «IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS PROCEEDINGS», 2022, pp. 1536 - 1540 (atti di: ISCAS 22 : IEEE International Symposium on Circuits and Systems, Austin (USA), 27 May 2022 - 01 June 2022) [Contribution to conference proceedings] Open Access