1. 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
  2. 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
  3. 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
  4. 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-
  5. 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
  6. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
    On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge,
    2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops),
    IEEE,
    2022
    , pp. 497-
    502
  7. Paissan, Francesco; Ancilotto, Alberto; Brutti, Alessio; Farella, Elisabetta,
    Scalable neural architectures for end-to-end environmental sound classification,
    2022 IEEE International Conference on Acoustics, Speech and Signal Processing,
    IEEE,
    2022
    , pp. 641-
    645
  8. Brutti, Alessio; Paissan, Francesco; Ancilotto, Alberto; Farella, Elisabetta,
    Optimizing PhiNet architectures for the detection of urban sounds on low-end devices,
    Proceedings of the European Signal Processing Conference,
    2022
    , pp. 1121-
    1125
  9. Kartsch, Victor Javier; Kumaravel, Velu Prabhakar; Benatti, Simone; Vallortigara, Giorgio; Benini, Luca; Farella, Elisabetta; Buiatti, Marco,
    Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis,
    in «SENSORS»,
    vol. 22,
    n. 24,
    2022
    , pp. 9803-
  10. Paissan, Francesco; Kumaravel, Velu Prabhakar; Farella, Elisabetta,
    Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals,
    2022 IEEE Sensors Applications Symposium (SAS),
    IEEE,
    2022
    , pp. 1-
    6
  11. Martín-Morató, Irene; Paissan, Francesco; Ancilotto, Alberto; Heittola, Toni; Mesaros, Annamaria; Farella, Elisabetta; Brutti, Alessio; Virtanen, Tuomas,
    Low-complexity acoustic scene classification in DCASE 2022 Challenge,
    DCASE challenge 2022,
    2022
  12. Kumaravel, Velu Prabhakar; Buiatti, Marco; Parise, Eugenio; Farella, Elisabetta,
    Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF),
    in «SENSORS»,
    vol. 22,
    n. 19,
    2022
    , pp. 7314-
  13. Leoni, Elia; Murphy, Amy L.; Farella, Elisabetta,
    Poster: Evaluating RFID for Automatic Checkout in Smart Retail,
    EWSN '22: Proceedings of the 2022 INTERNATIONAL CONFERENCE ON EMBEDDED WIRELESS SYSTEMS AND NETWORKS,
    2022
  14. Bajovic, Dragana; Bakhtiarnia, Arian; Bravos, George; Brutti, Alessio; Burkhardt, Felix; Cauchi, Daniel; Chazapis, Antony; Cianco, Claire; Dall'Asen, Nicola; Delic, Vlado; Dimou, Christos; Djokic, Djordje; Escobar-Molero, Antonio; Esterle, Lukas; Eyben, Florian; Farella, Elisabetta; Festi, Thomas; Geromitsos, Artemios; Giakoumakis, Giannis; Hatzivasilis, George; Ioannidis, Sotiris; Iosifidis, Alexandros; Kallipolitou, Theodora; Kalogiannis, Grigorios; Kiousi, Akrivi; Kopanaki, Despina; Marazakis, Manolis; Markopoulou, Stella; Muscat, Adrian; Paissan, Francesco; Lobo, Tomas Pariente; Pavlovic, Dusan; Raptis, Theofanis P.; Ricci, Elisa; Saez, Borja; Sahito, Farhan; Scerri, Kenneth; Schuller, Bjorn; Simic, Nikola; Spanoudakis, George; Tomasi, Alex; Triantafyllopoulos, Andreas; Valerio, Lorenzo; Villazan, Javier; Wang, Yiming; Xuereb, Andre; Zammit, Johan,
    MARVEL: Multimodal Extreme Scale Data Analytics for Smart Cities Environments,
    2021 International Balkan Conference on Communications and Networking (BalkanCom),
    IEEE,
    2021
    , pp. 143-
    147
  15. Paissan, Francesco; Gottardi, Massimo; Farella, Elisabetta,
    Enabling energy-efficient machine learning on an Ultra-Low-Power vision sensor for IoT,
    DATE Friday Workshop on System-level Design Methods for Deep Learning on Heterogeneous Architectures (SLOHA 2021),
    2021
  16. Kumaravel, Velu Prabhakar; Kartsch, Victor; Benatti, Simone; Vallortigara, Giorgio; Farella, Elisabetta; Buiatti, Marco,
    Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction,
    Proceedings of 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC),
    IEEE,
    vol. 2021,
    2021
    , pp. 333-
    336
  17. Kumaravel, Velu Prabhakar; Buiatti, Marco; Farella, Elisabetta,
    Hyperparameter Selection for Reliable EEG Denoising using ASR: A Benchmarking Study,
    Proceedings of the 2nd international workshop on Machine Learning for EEG Signal Processing (MLESP 2021) - International Conference on Bioinformatics and Biomedicine (BIBM),
    IEEE,
    2021
  18. Istomin, Timofei; Leoni, Elia; Molteni, Davide; Murphy, Amy L.; Picco, Gian Pietro; Griva, Maurizio,
    Janus: Dual-radio Accurate and Energy-Efficient Proximity Detection,
    in «PROCEEDINGS OF THE ACM ON INTERACTIVE, MOBILE, WEARABLE AND UBIQUITOUS TECHNOLOGIES»,
    vol. 5,
    n. 4,
    2021
    , pp. 1-
    33
  19. Ossi, Federico; Focardi, Stefano; Tolhurst, Bryony A.; Pietro Picco, Gian; Murphy, Amy L.; Molteni, Davide; Giannini, Noemi; Gaillard, Jean‐Michel; Cagnacci, Francesca,
    Quantifying the errors in animal contacts recorded by proximity loggers,
    in «JOURNAL OF WILDLIFE MANAGEMENT»,
    2021
    , pp. 1-
    15
  20. Kumaravel, Velu Prabhakar; Paissan, Francesco; Farella, Elisabetta,
    Towards a Domain-Specific Neural Network Approach for EEG Bad Channel Detection,
    Proceedings of the 2021 IEEE Signal Processing in Medicine and Biology Symposium,
    IEEE,
    2021
    , pp. 1-
    4