Dottorato in Ingegneria Informatica E Dei Sistemi , 36o ciclo (2020-2023)
Dottorato concluso nel 2024
Tesi:
Synthesis of Smart & Intelligent Sensors (Abstract)
Tutori:
Enrico Macii Andrea Calimera
Presentazione della ricerca:
PosterProfilo
Argomento di ricerca
Synthesis of Smart & Intelligent Sensors
Interessi di ricerca
Biografia
Pubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- Risso, M.; Xie, C.; Daghero, F.; Burrello, A.; Mollaei, S.; Castellano, M.; Macii, E.; ... (2024)
HW-SW Optimization of DNNs for Privacy-Preserving People Counting on Low-Resolution Infrared Arrays. In: Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia (ESP), 25-27 March 2024, pp. 1-6. ISSN 1530-1591. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding) - Aliffi, G. E.; Baixinho, J.; Barri, D.; Daghero, F.; Di Carolo, N.; Faraone, G.; Grosso, ... (2024)
AMBEATion: Analog Mixed-Signal Back-End Design Automation with Machine Learning and Artificial Intelligence Techniques. In: Design, Automation and Test in Europe Conference and Exhibition, DATE 2024, Valencia (ESP), 25-27 March 2024, pp. 1-6. ISSN 1530-1591. ISBN: 978-3-9819263-8-5
Contributo in Atti di Convegno (Proceeding) - Xie, Chen (2024)
Synthesis of Smart & Intelligent Sensors. relatore: MACII, Enrico; CALIMERA, ANDREA; , 36. XXXVI Ciclo, P.: 185
Doctoral Thesis - Xie, Chen; Burrello, Alessio; Daghero, Francesco; Benini, Luca; Calimera, Andrea; Macii, ... (2023)
Reducing the Energy Consumption of sEMG-Based Gesture Recognition at the Edge Using Transformers and Dynamic Inference. In: SENSORS, vol. 23, pp. 1-21. ISSN 1424-8220
Contributo su Rivista - Xie, Chen; Daghero, Francesco; Chen, Yukai; Castellano, Marco; Gandolfi, Luca; Calimera, ... (2023)
Efficient Deep Learning Models for Privacy-preserving People Counting on Low-resolution Infrared Arrays. In: IEEE INTERNET OF THINGS JOURNAL, vol. 10, pp. 13895-13907. ISSN 2327-4662
Contributo su Rivista - Daghero, F; Burrello, A; Xie, C; Benini, L; Calimera, A; Macii, E; Poncino, M; Jahier ... (2022)
Low-Overhead Early-Stopping Policies for Efficient Random Forests Inference on Microcontrollers. In: 29th IFIP WG 10.5/IEEE International Conference on Very Large Scale Integration (VLSI-SoC 2021), Singapore, October 4-8, 2021, pp. 25-47. ISSN 1868-4238. ISBN: 978-3-031-16817-8
Contributo in Atti di Convegno (Proceeding) - 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
Contributo su Rivista - 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), Austin, TX (USA), 27 May 2022 - 01 June 2022, pp. 1332-1336
Contributo in Atti di Convegno (Proceeding) - Xie, C.; JAHIER PAGLIARI, Daniele; Calimera, A. (2022)
Energy-efficient and Privacy-aware Social Distance Monitoring with Low-resolution Infrared Sensors and Adaptive Inference. In: 2022 17th Conference on Ph.D Research in Microelectronics and Electronics (PRIME), Villasimius, SU (Italy), 12-15 June 2022, pp. 181-184. ISBN: 978-1-6654-6700-1
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding) - 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
Contributo in Atti di Convegno (Proceeding)