Chen Xie

Thesis title

Synthesis of Smart & Intelligent Sensors

Research topic

Synthesis of Smart & Intelligent Sensors

Tutors

• Enrico Macii
• Andrea Calimera

Research presentation

Poster

• 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
• 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
• 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)
• 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, 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)