1. Tremonti, Matteo; Dalle Pezze, Davide; Paissan, Francesco; Farella, Elisabetta; Antonio Susto, Gian,
    An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning,
    2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
    2024
  2. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    XiNet-pose: Extremely lightweight pose detection for microcontrollers,
    2024 Design, Automation and Test in Europe Conference,
    2024
  3. Ancilotto, Alberto; Farella, Elisabetta,
    Painting the Starry Night using XiNets,
    2024 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
    2024
  4. Paissan, Francesco; Lecca, Michela; Passerone, Roberto; Farella, Elisabetta; Gottardi, Massimo,
    HDR vision sensor with neuro-memristive skin detection for edge computing,
    in «JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION»,
    vol. 41,
    n. 6,
    2024
    , pp. 1009-
    1018
  5. Paissan, Francesco; Nadalini, Davide; Rusci, Manuele; Ancilotto, Alberto; Conti, Francesco; Benini, Luca; Farella, Elisabetta,
    Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units,
    Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops,
    2024
    , pp. 2172-
    2181
  6. Paissan, Francesco; Della Libera, Luca; Wang, Zhepei; Ravanelli, Mirco; Smaragdis, Paris; Subakan, Cem,
    Audio Editing with Non-Rigid Text Prompts,
    INTERSPEECH 2024,
    2024
  7. Paissan, Francesco; Farella, Elisabetta,
    tinyCLAP: distilling constrastive language-audio pretrained models,
    Proceedings of INTERSPEECH 2024,
    2024
    , pp. 1685-
    1689
  8. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    XimSwap: many-to-many face swapping for TinyML,
    in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,
    2023
  9. Kumaravel, Velu Prabhakar; Pale, Una; Teijeiro, Tomas; Farella, Elisabetta; Alonso, David Atienza,
    Knowledge Distillation-based Channel Reduction for Wearable EEG Applications,
    in «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS»,
    2023
  10. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    PhiNet-GAN: Bringing real-time face swapping to embedded devices,
    2023 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
    IEEE,
    2023
    , pp. 677-
    682
  11. Paissan, Francesco; Sahabdeen, Anisha Mohamed; Ancilotto, Alberto; Farella, Elisabetta,
    Improving latency performance trade-off in keyword spotting applications at the edge,
    2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),
    IEEE,
    2023
    , pp. 299-
    304
  12. Leoni, Elia; Osman, Anas; Steccanella, Andrea; Gonnella, Pierpaolo; Darin, Marco; Murphy, Amy L.; Farella, Elisabetta,
    Validating Vehicular Localization Indoor using UWB: Challenges and Solutions,
    2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI),
    IEEE,
    2023
    , pp. 27-
    32
  13. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    XiNet: Efficient Neural Networks for tinyML,
    2023 IEEE/CVF International Conference on Computer Vision (ICCV),
    IEEE/CVF,
    2023
    , pp. 16922-
    16931
  14. Kumaravel, Velu Prabhakar; Farella, Elisabetta,
    IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices,
    2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM),
    IEEE,
    2023
    , pp. 2508-
    2514
  15. Abritta Costa, I.; Budano, A.; Burlac, N.; Paissan, F.; Salamanna, G.; Tagnani, D.,
    The Front-End electronics for the liquid Argon instrumentation of the LEGEND-200 experiment,
    in «JOURNAL OF INSTRUMENTATION»,
    vol. 18,
    n. 09,
    2023
  16. Paissan, Francesco; Ancilotto, Alberto; Farella, Elisabetta,
    PhiNets: a scalable backbone for low-power AI at the edge,
    in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,
    2022
  17. Leoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L.,
    Measuring close proximity interactions in summer camps during the COVID-19 pandemic,
    in «EPJ DATA SCIENCE»,
    vol. 11,
    n. 1,
    2022
  18. Cerutti, Gianmarco; Cavigelli, Lukas; Andri, Renzo; Magno, Michele; Farella, Elisabetta; Benini, Luca,
    Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks,
    in «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS»,
    2022
    , pp. 1-
    11
  19. Kumaravel, Velu Prabhakar; Farella, Elisabetta; Parise, Eugenio; Buiatti, Marco,
    NEAR: An artifact removal pipeline for human newborn EEG data,
    in «DEVELOPMENTAL COGNITIVE NEUROSCIENCE»,
    vol. 54,
    2022
    , pp. 101068-
  20. Trobinger, Matteo; de Albuquerque Gleizer, Gabriel; Istomin, Timofei; Mazo, Manuel; Murphy, Amy L.; Picco, Gian Pietro,
    The Wireless Control Bus: Enabling Efficient Multi-Hop Event-Triggered Control with Concurrent Transmissions,
    in «ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS»,
    vol. 6,
    n. 1,
    2022
    , pp. 1-
    29