Synthesis of Smart & Intelligent Sensors

• Xie, Chen (2024)
  Synthesis of Smart & Intelligent Sensors. relatore: MACII, Enrico; CALIMERA, ANDREA; , 36. XXXVI Ciclo, P.: 185
  Doctoral Thesis
• 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)
• 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)
• 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, 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
• 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, 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)