MASSIMO PONCINO

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Professore Ordinario

+39 0110907011 / 7011 (DAUIN)

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Pubblicazioni più recenti

Cannizzaro, Davide; Simone, Filomena; Illgner-Fehns, Klaus; Mata, Sara; Mondino, Ivan; ... (In stampa)
Quality inspection of critical aircraft engine components: towards full automation. In: 2022 27th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA), Stuttgart (DE), 6th-9th September 2022
Daghero, Francesco; Jahier Pagliari, Daniele; Poncino, Massimo (2022)
Two-stage Human Activity Recognition on Microcontrollers with Decision Trees and CNNs. In: 17th International Conference on Ph.D Research in Microelectronics and Electronics, PRIME 2022, Villasimius (ITA), 2022, pp. 173-176. ISBN: 978-1-6654-6700-1
Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, ... (2022)
Privacy-preserving Social Distance Monitoring on Microcontrollers with Low-Resolution Infrared Sensors and CNNs. In: 2022 IEEE International Symposium on Circuits and Systems (ISCAS)
Daghero, Francesco; Burrello, Alessio; Xie, Chen; Castellano, Marco; Gandolfi, Luca; ... (2022)
Human Activity Recognition on Microcontrollers with Quantized and Adaptive Deep Neural Networks. In: ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS, vol. 21, pp. 1-28. ISSN 1539-9087
Risso, Matteo; Burrello, Alessio; Conti, Francesco; Lamberti, Lorenzo; Chen, Yukai; ... (2022)
Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge. In: IEEE TRANSACTIONS ON COMPUTERS. ISSN 0018-9340
Burrello, Alessio; JAHIER PAGLIARI, Daniele; Maria Rapa, Pierangelo; Semilia, Matilde; ... (2022)
Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. In: ACM TRANSACTIONS ON COMPUTING FOR HEALTHCARE, vol. 3, pp. 1-25. ISSN 2691-1957
Risso, Matteo; Burrello, Alessio; Benini, Luca; Macii, Enrico; Poncino, Massimo; Jahier ... (2022)
Multi-Complexity-Loss DNAS for Energy-Efficient and Memory-Constrained Deep Neural Networks. In: ACM/IEEE International Symposium on Low Power Electronics and Design, Boston (USA), August 1 - 3, 2022, pp. 1-6. ISBN: 9781450393546
Chen, Yukai; Wang, Wenlong; JAHIER PAGLIARI, Daniele; Macii, Enrico; Poncino, Massimo (2022)
Assessing the dependence of li-Ion batteries capacity on load current frequency. In: 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), Sorrento, Italy, 22-24 June 2022, pp. 58-63. ISBN: 978-1-6654-8459-6
Bocca, Alberto; Chen, Yukai; Macii, Alberto; Macii, Enrico; Poncino, Massimo (2022)
Adapting the Peukert equation to batteries discharged at pulse currents. In: 2022 International Symposium on Power Electronics, Electrical Drives, Automation and Motion (SPEEDAM), Sorrento, Italy, 22-24 June 2022, pp. 64-69. ISBN: 978-1-6654-8459-6
Alamin, KHALED SIDAHMED SIDAHMED; Chen, Yukai; Macii, Enrico; Poncino, Massimo; Vinco, ... (2022)
A Machine Learning-based Digital Twin for Electric Vehicle Battery Modeling. In: IEEE International Conference on Omin-Layer Intelligent Systems (COINS), Barcelona (Spagna), 1-3 August 2022, pp. 1-6. ISBN: 978-1-6654-8356-8
Orlando, Matteo; Estebsari, Abouzar; Pons, Enrico; Pau, Marco; Quer, Stefano; Poncino, ... (2022)
A Smart Meter Infrastructure for Smart Grid IoT Applications. In: IEEE INTERNET OF THINGS JOURNAL, vol. 9, pp. 12529-12541. ISSN 2327-4662
Dall’Ora, Nicola; Alamin, KHALED SIDAHMED SIDAHMED; Fraccaroli, Enrico; Poncino, ... (2022)
Digital Transformation of a Production Line: Network Design, Online Data Collection and Energy Monitoring. In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, vol. 10, pp. 46-59. ISSN 2168-6750
Burrello, Alessio; Dequino, Alberto; Jahier Pagliari, Daniele; Conti, Franceso; ... (2021)
TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference. In: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design, ISLPED 2021, USA, 2021, pp. 1-6. ISBN: 978-1-6654-3922-0
Xie, Chen; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Macii, Enrico; Poncino, Massimo (2021)
ACME: An energy-efficient approximate bus encoding for I2C. In: 2021 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Boston, MA, USA, 26-28 July 2021, pp. 1-6. ISBN: 978-1-6654-3923-7
Cannizzaro, Davide; Varrella, Antonio Giuseppe; Paradiso, Stefano; Sampieri, Roberta; ... (2021)
In-Situ Monitoring of Additive Manufacturing. In: Predictive Maintenance in Smart Factories / S.N., S.L., Springer, Singapore, pp. 207-228. ISBN: 978-981-16-2939-6
Bocca, Alberto; Chen, Yukai; Wang, Wenlong; Macii, Alberto; Macii, Enrico; Poncino, ... (2021)
A quantitive analysis of the recovery effect in batteries from datasheets. In: 2021 International Conference on Synthesis, Modeling, Analysis and Simulation Methods, and Applications to Circuit Design (SMACD), Online Event, 19 – 22 July 2021, pp. 96-99. ISBN: 978-3-8007-5588-2
Risso, M.; Burrello, A.; JAHIER PAGLIARI, Daniele; Conti, F.; Lamberti, L.; Macii, E.; ... (2021)
Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks. In: 58th ACM/IEEE Design Automation Conference, DAC 2021, USA, 2021, pp. 1015-1020. ISBN: 978-1-6654-3274-0
Burrello, A.; JAHIER PAGLIARI, Daniele; Risso, M.; Benatti, S.; Macii, E.; Benini, L.; ... (2021)
Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. In: IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS, vol. 15, pp. 1196-1209. ISSN 1932-4545
Chen, Yukai; Wang, Wenlong; Jahier Pagliari, Daniele; Macii, Enrico; Poncino, Massimo (2021)
Assessing the impact of sensor-based task scheduling on battery lifetime in IoT devices. In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol. 70, pp. 1-15. ISSN 0018-9456
Risso, Matteo; Burrello, Alessio; Jahier Pagliari, Daniele; Benatti, Simone; Macii, ... (2021)
Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. In: 2021 IEEE International Symposium on Circuits and Systems (ISCAS), Daegu (Korea), 22-28 May 2021, pp. 1-5. ISSN 0271-4302. ISBN: 978-1-7281-9201-7
Daghero, F.; Xie, C.; Jahier Pagliari, D.; Burrello, A.; Castellano, M.; Gandolfi, L.; ... (2021)
Ultra-compact binary neural networks for human activity recognition on RISC-V processors. In: 18th ACM International Conference on Computing Frontiers 2021, CF 2021, Virtual conference, 2021, pp. 3-11. ISBN: 9781450384049
Burrello, A.; Jahier Pagliari, D.; Bartolini, A.; Benini, L.; Macii, E.; Poncino, M. (2021)
Predicting Hard Disk Failures in Data Centers Using Temporal Convolutional Neural Networks. In: Workshops held at the 26th International Conference on Parallel and Distributed Computing, Euro-Par 2020, 2020, pp. 277-289. ISSN 0302-9743. ISBN: 978-3-030-71592-2
Alamin, K.; Vinco, S.; Poncino, M.; Dall’Ora, N.; Fraccaroli, E.; Quaglia, D. (2021)
Digital Twin Extension with Extra-Functional Properties. In: Design Automation in Europe (DATE) Conference, Virtual, 01-05 February 2021, pp. 434-439
Orlando, Matteo; Bottaccioli, Lorenzo; Vinco, Sara; Macii, Enrico; Poncino, Massimo; ... (2021)
Design of District-level Photovoltaic Installations for Optimal Power Production and Economic Benefit. In: IEEE International Computer Software and Applications Conference (COMPSAC), Virtual Conference (due to Covid-19), July 12-16, 2021
Cerquitelli, Tania; Ventura, Francesco; Apiletti, Daniele; Baralis, Elena; Macii, ... (2021)
Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes. In: EXPERT SYSTEMS WITH APPLICATIONS. ISSN 0957-4174
Cerquitelli, Tania; JAHIER PAGLIARI, Daniele; Calimera, Andrea; Bottaccioli, Lorenzo; ... (2021)
Manufacturing as a Data-Driven Practice: Methodologies, Technologies, and Tools. In: PROCEEDINGS OF THE IEEE, vol. 109, pp. 399-422. ISSN 0018-9219
Daghero, Francesco; Burrello, Alessio; Xie, Chen; Benini, Luca; Calimera, Andrea; Macii, ... (2021)
Adaptive Random Forests for Energy-Efficient Inference on Microcontrollers. In: 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, Virtual Conference, 2021, pp. 1-6. ISBN: 978-1-6654-2614-5
Donkyu, Baek; Chen, Yukai; Chang, Naehyuck; Macii, Enrico; Poncino, Massimo (2020)
Energy-efficient coordinated electric truck-drone hybrid delivery service planning. In: 2020 AEIT International Conference of Electrical and Electronic Technologies for Automotive (AEIT AUTOMOTIVE), Turin (Italy), 18/11/2020-20/11/2020, pp. 1-6. ISBN: 978-8-8872-3749-8
Daghero, F.; Burrello, A.; Jahier Pagliari, D.; Benini, L.; Macii, E.; Poncino, M. (2020)
Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence. In: 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020, Virtual conference, 2020, pp. 1-4. ISBN: 978-1-7281-6044-3
JAHIER PAGLIARI, Daniele; Poncino, Massimo; Durand, Yves; Beigne, Edith (2018)
Processing circuit capable of dynamically modifying its precision. N. brevetto: US10193553B2, propr. brevetto: 3 - Politecn. di Torino et al
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