Elisabetta Farella

Elisabetta Farella, Ph.D., is the lead researcher of the Energy Efficient Embedded Digital Architectures (E3DA) unit at the Fondazione Bruno Kessler in Trento, Italy. Her research is in the field of energy-independent embedded systems that are, at the same time, equipped with artificial on-board intelligence. Examples of such systems are Wireless Sensor Networks, wearable electronics, Internet of Things from the point of view of devices equipped with smart sensors and actuators. These technologies are used in various application fields from motor rehabilitation to human-machine interaction, especially in smart cities and communities. She worked since 2014 as coordinator of the research activities on-body sensor and actuators networks, smart objects and tangible interfaces at the Department of Electrical, Electronic and Information Engineering (DEI) at the University of Bologna (www.dei.unibo.it) within the group of Prof. Luca Benini. From Spring 2001 to end of 2005 she was research fellow at CINECA Visit Lab (https://www.cineca.it/). From 2006 to 2010 she was research supervisor at T3lab (www.t3lab.it) of 3 groups of researchers working on embedded systems (wireless sensor networks, ambient assisted living, RFID). Elisabetta participates with different roles in several National and International projects (e.g. EU projects), cooperating with industries and academies.

Networked energy-efficient embedded systems, IoT, wearables, smart sensors, AI at the edge, TinyML

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; Farella, Elisabetta,
   tinyCLAP: distilling constrastive language-audio pretrained models,
   Proceedings of INTERSPEECH 2024,
   2024
   , pp. 1685-
   1689
7. Ancilotto, Alberto; Paissan, Francesco; Farella, Elisabetta,
   XimSwap: many-to-many face swapping for TinyML,
   in «ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS»,
   2023
8. 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
9. 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
10. 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
11. 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
12. 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
13. 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
14. 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
15. 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
16. 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
17. 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-
18. 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
19. 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
20. 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
21. 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-
22. 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
23. 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
24. 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-
25. 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
26. Zanella, Luca; Wang, Yiming; Dall'Asen, Nicola; Ancilotto, Alberto; Paissan, Francesco; Ricci, Elisa; Farella, Elisabetta; Brutti, Alessio; Pistore, Marco,
    Responsible AI at the edge: towards privacy-preserving smart cities,
    Ital-IA 2022, Secondo Convegno del Laboratorio nazionale CINI-AIIS,
    2022
27. 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
28. 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
29. 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
30. 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
31. 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
32. Farella, Elisabetta; Ferron, Michela; Giovanelli, Davide; Leonardi, Chiara; Marconi, Annapaola; Massa, Paolo; Murphy, Amy L.; Nori, Michele; Pistore, Marco; Schiavo, Gianluca,
    CLIMB: A Pervasive Gameful Platform Promoting Child Independent Mobility,
    in «IEEE PERVASIVE COMPUTING»,
    2020
    , pp. 32-
    42
33. Cerutti, Gianmarco; Prasad, Rahul; Brutti, Alessio; Farella, Elisabetta,
    Compact recurrent neural networks for acoustic event detection on low-energy low-complexity platforms,
    in «IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING»,
    vol. 14,
    n. 4,
    2020
    , pp. 654-
    664
34. Milosevic, Bojan; Leardini, Alberto; Farella, Elisabetta,
    Kinect and wearable inertial sensors for motor rehabilitation programs at home: state of the art and an experimental comparison,
    in «BIOMEDICAL ENGINEERING ONLINE»,
    vol. 19,
    n. 1,
    2020
    , pp. 25-
35. Cerutti, Gianmarco; Andri, Renzo; Cavigelli, Lukas; Farella, Elisabetta; Magno, Michele; Benini, Luca,
    Sound event detection with binary neural networks on tightly power-constrained IoT devices,
    ISLPED '20: Proceedings of the ACM/IEEE International Symposium on Low Power Electronics and Design,
    2020
    , pp. 19-
    24
36. Wierbiłowicz, Justyna; Cappelletti, Alessandro; Giovanelli, Davide; Pasqualotto, Angela; Bentenuto, Arianna; Farella, Elisabetta; Zancanaro, Massimo,
    Look at me and grab this! Materiality and the practices around negotiation of social attention with children on the autistic spectrum,
    NordiCHI '20: Proceedings of the 11th Nordic Conference on Human-Computer Interaction: Shaping Experiences, Shaping Society,
    2020
    , pp. 1-
    5
37. Paissan, Francesco; Cerutti, Gianmarco; Gottardi, Massimo; Farella, Elisabetta,
    People/Car Classification using an Ultra-Low-Power Smart Vision Sensor,
    2019 IEEE 8th International Workshop on Advances in Sensors and Interfaces (IWASI),
    IEEE,
    2019
    , pp. 91-
    96
38. Traverso, Paolo; Pistore, Marco; Farella, Elisabetta; Murphy, Amy L.; Marconi, Annapaola; Forner, Pamela,
    Fra Pubblico e Privato: Sistemi Digitali Simbiotici per la Persona,
    in «MONDO DIGITALE»,
    vol. XVIII,
    n. 80,
    2019
39. Cerutti, Gianmarco; Prasad, Rahul; Brutti, Alessio; Farella, Elisabetta,
    Neural Network Distillation on IoT Platforms for Sound Event Detection,
    Interspeech 2019,
    2019
    , pp. 3609-
    3613
40. Cerutti, Gianmarco; Prasad, Rahul; Farella, Elisabetta,
    Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images,
    ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
    IEEE,
    2019
    , pp. 7610-
    7614
41. Ferron, Michela; Leonardi, Chiara; Massa, Paolo; Schiavo, Gianluca; Murphy, Amy L.; Farella, Elisabetta,
    A Walk on the Child Side: Investigating Parents' and Children's Experience and Perspective on Mobile Technology for Outdoor Child Independent Mobility,
    CHI '19: Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems,
    2019
    , pp. 1-
    12
42. Rusci, Manuele; Rossi, Davide; Flammand, Eric; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca,
    Always-ON Visual node with a Hardware-Software Event-Based Binarized Neural Network Inference Engine,
    Proceedings of the 4th Workshop on design of Low Power EMbedded Systems, Computing Frontiers,
    2018
    , pp. 314-
    319
43. Cerutti, Gianmarco; Milosevic, Bojan; Farella, Elisabetta,
    Outdoor People Detection in Low Resolution Thermal Images,
    Proceedings of the 3rd International Conference on Smart and Sustainable Technologies 2018 (SpliTech2018),
    2018
44. Milosevic, Bojan; Farella, Elisabetta; Benatti, Simone,
    Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition,
    Proceedings of 7th IEEE RAS/EMBS International Conference on Biomedical Robotics and Biomechatronics,
    2018
45. Giovanelli, Davide; Farella, Elisabetta; Fontanelli, Daniele; Macii, David,
    Bluetooth-based Indoor Positioning through ToF and RSSI Data Fusion,
    Proceedings of the Ninth international conference on indoor positioning and indoor navigation (IPIN 2018),
    2018
46. Giovanelli, Davide; Farella, Elisabetta,
    RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation,
    Proceedings of 11th IFIP Wireless and Mobile Networking Conference (WMNC 2018),
    2018
47. Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca,
    A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies,
    in «SENSORS»,
    vol. 17,
    n. 4,
    2017
    , pp. 869-
48. Milosevic, Bojan; Benatti, Simone; Farella, Elisabetta,
    Design challenges for wearable EMG applications,
    Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017,
    IEEE,
    2017
    , pp. 1432-
    1437
49. Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca,
    A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems,
    in «METHODS»,
    vol. 129,
    2017
    , pp. 96-
    107
50. Rusci, Manuele; Rossi, Davide; Farella, Elisabetta; Benini, Luca,
    A sub-mW IoT-endnode for always-on visual monitoring and smart triggering,
    in «IEEE INTERNET OF THINGS JOURNAL»,
    vol. 4,
    n. 5,
    2017
    , pp. 1284-
    1295
51. Benatti, Simone; Rovere, Giovanni; Bosser, Jonathan; Montagna, Fabio; Farella, Elisabetta; Glaser, Horian; Schonle, Philipp; Burger, Thomas; Fateh, Schekeb; Huang, Qiuting; Benini, Luca,
    A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC,
    Advances in Sensors and Interfaces (IWASI), 2017 7th IEEE International Workshop on,
    IEEE,
    2017
    , pp. 139-
    144
52. Colonna, Martino; Pazi, Nicola; Moncalero, Matteo; Gioia, Claudio; De Bon, Federico; Giovanelli, Davide; Farella, Elisabetta,
    Thermo-formation process of plastic shells for winter sport boots for improved comfort,
    in «SPORTS ENGINEERING»,
    vol. 20,
    n. 4,
    2017
    , pp. 275-
    282
53. Giovanelli, D.; Milosevic, B.; Brunelli, D.; Farella, E.,
    Enhancing Bluetooth Low Energy with wake-up radios for IoT applications,
    Wireless Communications and Mobile Computing Conference (IWCMC), 2017 13th International,
    IEEE,
    2017
    , pp. 1622-
    1627
54. Farella, Elisabetta; Rusci, Manuele; Milosevic, Bojan; Murphy, Amy Lynn,
    Technologies for a Thing-Centric Internet of Things,
    Future Internet of Things and Cloud (FiCloud), 2017 IEEE 5th International Conference on,
    IEEE,
    2017
    , pp. 77-
    84
55. Nackaerts, Evelien; Nieuwboer, Alice; Farella, Elisabetta,
    Technology-Assisted Rehabilitation of Writing Skills in Parkinson’s Disease: Visual Cueing versus Intelligent Feedback,
    in «PARKINSON'S DISEASE»,
    vol. 2017,
    2017
    , pp. 1-
    7
56. Giovanelli, Davide; Farella, Elisabetta,
    Force Sensing Resistor and Evaluation of Technology for Wearable Body Pressure Sensing,
    in «JOURNAL OF SENSORS»,
    vol. 2016,
    2016
    , pp. 1-
    13
57. Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Milosevic, Bojan,
    Always-on low-power optical system for skin-based touchless machine control,
    in «JOURNAL OF THE OPTICAL SOCIETY OF AMERICA. A, OPTICS, IMAGE SCIENCE, AND VISION»,
    vol. 33,
    n. 6,
    2016
    , pp. 1015-
    1024
58. Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Benini, Luca,
    An Event-Driven Ultra-Low-Power Smart Visual Sensor,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 13,
    2016
    , pp. 5344-
    5353
59. Tomasini, Marco; Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Benini, Luca,
    Power Line Interference Removal for High-Quality Continuous Biosignal Monitoring With Low-Power Wearable Devices,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 10,
    2016
    , pp. 3887-
    3895
60. Lecca, Michela; Gottardi, Massimo; Milosevic, Bojan; Farella, Elisabetta,
    A low power colour-based skin detectors for smart environments,
    in «JOURNAL OF THE INTERNATIONAL COLOUR ASSOCIATION»,
    vol. 16,
    2016
    , pp. 24-
    40
61. Magno, Michele; Polonelli, Tommaso; Casamassima, Filippo; Gomez, Andres; Farella, Elisabetta; Benini, Luca,
    Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network,
    in «MOBILE NETWORKS AND APPLICATIONS»,
    2016
    , pp. 1-
    11
62. Giovanelli, Davide; Milosevic, Bojan; Kiraly, Csaba; Murphy, Amy Lynn; Farella, Elisabetta,
    Dynamic group management with Bluetooth Low Energy,
    2016 IEEE International Smart Cities Conference (ISC2),
    IEEE,
    2016
    , pp. 1-
    6
63. Rusci, Manuele; Rossi, Davide; Lecca, Michela; Gottardi, Massimo; Benini, Luca; Farella, Elisabetta,
    Energy-efficient design of an always-on smart visual trigger,
    2016 IEEE International Smart Cities Conference (ISC2),
    IEEE,
    2016
    , pp. 1-
    6
64. Bortolotti, D.; Milosevic, B.; Bartolini, A.; Farella, E.; Benini, L.;,
    Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor,
    Design, Automation & Test in Europe Conference & Exhibition (DATE),
    IEEE,
    2016
    , pp. 732-
    737
65. Brunelli, Davide; Farella, Elisabetta; Giovanelli, Davide; Milosevic, Bojan; Minakov, Ivan,
    Design Considerations for Wireless Acquisition of Multichannel sEMG Signals in Prosthetic Hand Control,
    in «IEEE SENSORS JOURNAL»,
    vol. 16,
    n. 23,
    2016
    , pp. 8338-
    8347
66. Causo, Matteo; Benatti, Simone; Frappé, Antoine; Cathelin, Andreia; Farella, Elisabetta; Kaiser, Andreas; Benini, Luca; Rabaey, Jan M.,
    Sampling Modulation: an Energy Efficient Novel Feature Extraction for Biosignal Processing,
    Proceedings of IEEE Biomedical Circuits & Systems Conference 2016,
    IEEE,
    2016
67. Milosevic, Bojan; Farella, Elisabetta,
    Wireless MEMS for wearable sensor networks,
    Wireless MEMS Networks and Applications,
    Woodhead Publishing,
    2016
    , pp. 101-
    127
68. Milosevic B.; Caione C.; Farella E.; Brunelli D.; Benini L.,
    Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis,
    in «SENSORS»,
    vol. 15,
    n. 3,
    2015
    , pp. 5058-
    5080
69. Guardati L.; Casamassima F.; Farella E.; Benini L.,
    Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation,
    International Conference on Design, Automation & Test in Europe, DATE 2015,
    IEEE,
    2015
    , pp. 1473-
    1478
70. Rossi M.; Benatti S.; Farella E.; Benini L.,
    Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics,
    International Conference on Industrial Technology (ICIT 2015),
    2015
    , pp. 1700-
    1705
71. Benatti S.; Milosevic B.; Tomasini M.; Farella E.; Schonle P.; Bunjaku P.; Rovere G.; Fateh S.; Huang Q.; Benini L.,
    Multiple Biopotentials Acquisition System for Wearable Applications,
    Proceedings of the International Conference on Biomedical Electronics and Devices,
    Scitepress,
    2015
    , pp. 260-
    268
72. Milosevic, Bojan; Bertini, Flavio; Farella, Elisabetta; Morigi, Serena,
    A SmartPen for 3D interaction and sketch-based surface modeling,
    in «INTERNATIONAL JOURNAL, ADVANCED MANUFACTURING TECHNOLOGY»,
    2015
    , pp. 1-
    21
73. Milosevic, Bojan; Farella, Elisabetta,
    Wearable Inertial Sensor for Jump Performance Analysis,
    Proceedings of the 2015 Workshop on Wearable Systems and Applications,
    ACM,
    2015
    , pp. 15-
    20
74. Bernardos, Ana M.; Seet, Boon-Chong; Farella, Elisabetta,
    Special issue on “Personalization and situation awareness in smart environments”,
    in «JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING»,
    vol. 6,
    n. 2,
    2015
    , pp. 151-
    152
75. Colonna, Martino; Moncalero, Matteo; Gioia, Claudio; De Bon, Federico; Farella, Elisabetta; Giovanelli, Davide; Borotlan, Lorenzo,
    Effect of Compression on Thermal Comfort of Ski Boots,
    in «PROCEDIA ENGINEERING»,
    vol. 112,
    2015
    , pp. 134-
    139
76. Colonna, Martino; Moncalero, Matteo; Nicotra, Marco; Gioia, Claudio; De Bon, Federico; Farella, Elisabetta; Giovanelli, Davide,
    Thermo-formable Materials for Ski Boots for Improved Comfort and Performance,
    in «PROCEDIA ENGINEERING»,
    vol. 112,
    2015
    , pp. 128-
    133
77. Giovanelli, D.; Milosevic, B.; Farella, E.,
    Bluetooth Low Energy for data streaming: Application-level analysis and recommendation,
    Advances in Sensors and Interfaces (IWASI), 2015 6th IEEE International Workshop on,
    IEEE,
    2015
    , pp. 216-
    221
78. Lecca, Michela; Gottardi, Massimo; Farella, Elisabetta; Milosevic, Bojan; Bilal, Muhammad,
    A Low Power Color Sensor for Illuminant Invariant Skin Detection,
    Proc. of XI Colour Conference - Colour and Colorimetry,
    vol. XI B,
    2015
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