A low-power motion capture system with integrated accelerometers [gesture recognition applications]. - Riccardo Barbieri; Elisabetta Farella; Luca Benini; Bruno Riccò; Andrea Acquaviva (CCNC, 2004)

Design and Implementation of WiMoCA Node for a Body Area Wireless Sensor Network. - Elisabetta Farella; Augusto Pieracci; Davide Brunelli; Luca Benini; Bruno Riccò; Andrea Acquaviva (Systems Communications, 2005)

An integrated multi-modal sensor network for video surveillance. - Andrea Prati 001; Roberto Vezzani; Luca Benini; Elisabetta Farella; Piero Zappi (VSSN@MM, 2005)

Pervasive Computing for Interactive Virtual Heritage. - Elisabetta Farella; Davide Brunelli; Luca Benini; Bruno Riccò; Maria Elena Bonfigli (IEEE Multim., 2005)

Natural user interfaces for ambient intelligence applications. - Elisabetta Farella (2005)

3dID: a low-power, low-cost hand motion capture device. - Michele Sama; Vincenzo Pacella; Elisabetta Farella; Luca Benini; Bruno Riccò (DATE Designers' Forum, 2006)

A Wireless Body Area Sensor Network for Posture Detection. - Elisabetta Farella; Augusto Pieracci; Luca Benini; Andrea Acquaviva (ISCC, 2006)

Bio-feedback System for Rehabilitation Based on a Wireless Body Area Network. - Davide Brunelli; Elisabetta Farella; Laura Rocchi; Marco Dozza; Lorenzo Chiari; Luca Benini (PerCom Workshops, 2006)

Gesture Signature for Ambient Intelligence Applications: A Feasibility Study. - Elisabetta Farella; M. Sile O'Modhrain; Luca Benini; Bruno Riccò (Pervasive, 2006)

Wireless sensor networks: Enabling technology for ambient intelligence. - Luca Benini; Elisabetta Farella; Carlotta Guiducci (Microelectron. J., 2006)

Enhancing the spatial resolution of presence detection in a PIR based wireless surveillance network. - Piero Zappi; Elisabetta Farella; Luca Benini (AVSS, 2007)

Introducing tangerine: a tangible interactive natural environment. - Stefano Baraldi; Alberto Del Bimbo; Lea Landucci; Nicola Torpei; Omar Cafini; Elisabetta Farella; Augusto Pieracci; Luca Benini (ACM Multimedia, 2007)

MOCA: A Low-Power, Low-Cost Motion Capture System Based on Integrated Accelerometers. - Elisabetta Farella; Luca Benini; Bruno Riccò; Andrea Acquaviva (Adv. Multim., 2007)

Evolving tuis with smart objects for multi-context interaction. - Stefano Baraldi; Luca Benini; Omar Cafini; Alberto Del Bimbo; Elisabetta Farella; Giulia Gelmini-Hornsby; Lea Landucci; Augusto Pieracci; Nicola Torpei (CHI Extended Abstracts, 2008)

Activity Recognition from On-Body Sensors: Accuracy-Power Trade-Off by Dynamic Sensor Selection. - Piero Zappi; Clemens Lombriser; Thomas Stiefmeier; Elisabetta Farella; Daniel Roggen; Luca Benini; Gerhard Tröster (EWSN, 2008)

Validation of a wireless portable biofeedback system for balance control: Preliminary results. - Laura Rocchi; Marco Benocci; Elisabetta Farella; Luca Benini; Lorenzo Chiari (PervasiveHealth, 2008)

A smart wireless glove for gesture interaction. - Elisabetta Farella; Omar Cafini; Luca Benini; Bruno Riccò (SIGGRAPH Posters, 2008)

Interfacing human and computer with wireless body area sensor networks: the WiMoCA solution. - Elisabetta Farella; Augusto Pieracci; Luca Benini; Laura Rocchi; Andrea Acquaviva (Multim. Tools Appl., 2008)

Hidden Markov Models Implementation for Tangible Interfaces. - Piero Zappi; Elisabetta Farella; Luca Benini (INTETAIN, 2009)

A wireless system for gait and posture analysis based on pressure insoles and Inertial Measurement Units. - Marco Benocci; Laura Rocchi; Elisabetta Farella; Lorenzo Chiari; Luca Benini (PervasiveHealth, 2009)

Hidden Markov Model based gesture recognition on low-cost, low-power Tangible User Interfaces. - Piero Zappi; Bojan Milosevic; Elisabetta Farella; Luca Benini (Entertain. Comput., 2009)

Battery-aware power management techniques for wearable haptic nodes. - Mahsan Rofouei; Elisabetta Farella; Davide Brunelli; Majid Sarrafzadeh; Luca Benini (BODYNETS, 2010)

Ambient Intelligence, Smart Objects and Sensor Networks: Practical Experiences. - Elisabetta Farella (EUC, 2010)

Wearable assistant for load monitoring: recognition of on - body load placement from gait alterations. - Marco Benocci; Marc Bächlin; Elisabetta Farella; Daniel Roggen; Luca Benini; Gerhard Tröster (PervasiveHealth, 2010)

A fast interactive reverse-engineering system. - Carolina Vittoria Beccari; Elisabetta Farella; Alfredo Liverani; Serena Morigi; Marco Rucci (Comput. Aided Des., 2010)

Accelerometer-based fall detection using optimized ZigBee data streaming. - Marco Benocci; Carlo Tacconi; Elisabetta Farella; Luca Benini; Lorenzo Chiari; Laura Vanzago (Microelectron. J., 2010)

Aware and smart environments: The Casattenta project. - Elisabetta Farella; Mirko Falavigna; Bruno Riccò (Microelectron. J., 2010)

A Cost-effective Indoor Vibrotactile Navigation System for the Blind. - Marco Altini; Elisabetta Farella; Marco Pirini; Luca Benini (HEALTHINF, 2011)

Merging RFID, visual and gesture recognition technologies to generate and manage smart environments. - Alessandra Costanzo; Sara Bartolini; Luca Benini; Elisabetta Farella; Diego Masotti; Bojan Milosevic; Luigi Di Stefano; Alessandro Franchi; Tullio Salmon Cinotti; Sandra Mattarozzi; Valerio Nannini (RFID-TA, 2011)

MOBIE: a Movie Brain Interactive Editor. - Marco Marchesi; Elisabetta Farella; Bruno Riccò; Antonella Guidazzoli (SIGGRAPH Asia Emerging Technologies, 2011)

Design and validation of an attitude and heading reference system for an aerial robot prototype. - Bojan Milosevic; Roberto Naldi; Elisabetta Farella; Luca Benini; Lorenzo Marconi 001 (ACC, 2012)

Reconfigurable natural interaction in smart environments: approach and prototype implementation. - Sara Bartolini; Bojan Milosevic; Alfredo D'Elia; Elisabetta Farella; Luca Benini; Tullio Salmon Cinotti (Pers. Ubiquitous Comput., 2012)

Network-Level Power-Performance Trade-Off in Wearable Activity Recognition: A Dynamic Sensor Selection Approach. - Piero Zappi; Daniel Roggen; Elisabetta Farella; Gerhard Tröster; Luca Benini (ACM Trans. Embed. Comput. Syst., 2012)

HapticLib: a haptic feedback library for embedded platforms. - Leonardo Guardati; Silvio Vallorani; Bojan Milosevic; Elisabetta Farella; Luca Benini (SAP, 2013)

Synchronization methods for Bluetooth based WBANs. - Filippo Casamassima; Elisabetta Farella; Luca Benini (BSN, 2013)

Wearable audio-feedback system for gait rehabilitation in subjects with Parkinson's disease. - Filippo Casamassima; Alberto Ferrari; Bojan Milosevic; Laura Rocchi; Elisabetta Farella (UbiComp (Adjunct Publication), 2013)

Efficient energy management and data recovery in sensor networks using latent variables based tensor factorization. - Bojan Milosevic; Jinseok Yang; Nakul Verma; Sameer S. Tilak; Piero Zappi; Elisabetta Farella; Luca Benini; Tajana Simunic Rosing (MSWiM, 2013)

Power saving policies for multipurpose WBAN. - Filippo Casamassima; Elisabetta Farella; Luca Benini (PATMOS, 2013)

Analysis of Robust Implementation of an EMG Pattern Recognition based Control. - Simone Benatti; Elisabetta Farella; Emanuele Gruppioni; Luca Benini (BIOSIGNALS, 2014)

Context aware power management for motion-sensing body area network nodes. - Filippo Casamassima; Elisabetta Farella; Luca Benini (DATE, 2014)

Towards EMG control interface for smart garments. - Simone Benatti; Luca Benini; Elisabetta Farella (ISWC Adjunct, 2014)

A Wearable System for Gait Training in Subjects with Parkinson's Disease. - Filippo Casamassima; Alberto Ferrari; Bojan Milosevic; Pieter Ginis; Elisabetta Farella; Laura Rocchi (Sensors, 2014)

Multiple Biopotentials Acquisition System for Wearable Applications. - Simone Benatti; Bojan Milosevic; Marco Tomasini; Elisabetta Farella; Philipp Schoenle; Petrit Bunjaku; Giovanni Rovere; Schekeb Fateh; Qiuting Huang; Luca Benini (BIODEVICES, 2015)

Paper, pen and ink: an innovative system and software framework to assist writing rehabilitation. - Leonardo Guardati; Filippo Casamassima; Elisabetta Farella; Luca Benini (DATE, 2015)

Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform. - Marco Tomasini; Simone Benatti; Filippo Casamassima; Bojan Milosevic; Schekeb Fateh; Elisabetta Farella; Luca Benini (EMBC, 2015)

Context Aware Power Management Enhanced by Radio Wake Up in Body Area Networks. - Filippo Casamassima; Michele Magno; Elisabetta Farella; Luca Benini (EUC, 2015)

Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics. - Matteo Rossi; Simone Benatti; Elisabetta Farella; Luca Benini (ICIT, 2015)

Bluetooth Low Energy for data streaming: Application-level analysis and recommendation. - Davide Giovanelli; Bojan Milosevic; Elisabetta Farella (IWASI, 2015)

Wearable Inertial Sensor for Jump Performance Analysis. - Bojan Milosevic; Elisabetta Farella (WearSys@MobiSys, 2015)

Special issue on "Personalization and situation awareness in smart environments". - Ana M. Bernardos; Boon-Chong Seet; Elisabetta Farella (J. Ambient Intell. Humaniz. Comput., 2015)

Sub-Sampling Framework Comparison for Low-Power Data Gathering: A Comparative Analysis. - Bojan Milosevic; Carlo Caione; Elisabetta Farella; Davide Brunelli; Luca Benini (Sensors, 2015)

A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition. - Simone Benatti; Filippo Casamassima; Bojan Milosevic; Elisabetta Farella; Philipp Schoenle; Schekeb Fateh; Thomas Burger; Qiuting Huang; Luca Benini (IEEE Trans. Biomed. Circuits Syst., 2015)

Sampling modulation: An energy efficient novel feature extraction for biosignal processing. - M. Causo; Simone Benatti; Antoine Frappé; Andreia Cathelin; Elisabetta Farella; Andreas Kaiser; Luca Benini; Jan M. Rabaey (BioCAS, 2016)

Quantifying the benefits of compressed sensing on a WBSN-based real-time biosignal monitor. - Daniele Bortolotti; Bojan Milosevic; Andrea Bartolini; Elisabetta Farella; Luca Benini (DATE, 2016)

Dynamic group management with Bluetooth Low Energy. - Davide Giovanelli; Bojan Milosevic; Csaba Király 002; Amy L. Murphy; Elisabetta Farella (ISC2, 2016)

Energy-efficient design of an always-on smart visual trigger. - Manuele Rusci; Davide Rossi; Michela Lecca; Massimo Gottardi; Luca Benini; Elisabetta Farella (ISC2, 2016)

Force Sensing Resistor and Evaluation of Technology for Wearable Body Pressure Sensing. - Davide Giovanelli; Elisabetta Farella (J. Sensors, 2016)

Design challenges for wearable EMG applications. - Bojan Milosevic; Simone Benatti; Elisabetta Farella (DATE, 2017)

Technologies for a Thing-Centric Internet of Things. - Elisabetta Farella; Manuele Rusci; Bojan Milosevic; Amy L. Murphy (FiCloud, 2017)

A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC. - Simone Benatti; Giovanni Rovere; Jonathan Bosser; Fabio Montagna; Elisabetta Farella; Horian Glaser; Philipp Schönle; Thomas Burger; Schekeb Fateh; Qiuting Huang; Luca Benini (IWASI, 2017)

Enhancing Bluetooth Low Energy with wake-up radios for IoT applications. - Davide Giovanelli; Bojan Milosevic; Davide Brunelli; Elisabetta Farella (IWCMC, 2017)

A Sub-mW IoT-Endnode for Always-On Visual Monitoring and Smart Triggering. - Manuele Rusci; Davide Rossi; Elisabetta Farella; Luca Benini (IEEE Internet Things J., 2017)

Energy-Efficient Context Aware Power Management with Asynchronous Protocol for Body Sensor Network. - Michele Magno; Tommaso Polonelli; Filippo Casamassima; Andres Gomez 001; Elisabetta Farella; Luca Benini (Mob. Networks Appl., 2017)

A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies. - Simone Benatti; Bojan Milosevic; Elisabetta Farella; Emanuele Gruppioni; Luca Benini (Sensors, 2017)

Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition. - Bojan Milosevic; Elisabetta Farella; Simone Benaui (BioRob, 2018)

Always-ON visual node with a hardware-software event-based binarized neural network inference engine. - Manuele Rusci; Davide Rossi; Eric Flamand; Massimo Gottardi; Elisabetta Farella; Luca Benini (CF, 2018)

Bluetooth-Based Indoor Positioning Through ToF and RSSI Data Fusion. - Davide Giovanelli; Elisabetta Farella; Daniele Fontanelli; David Macii (IPIN, 2018)

RSSI or Time-of-flight for Bluetooth Low Energy based localization? An experimental evaluation. - Davide Giovanelli; Elisabetta Farella (WMNC, 2018)

A Walk on the Child Side: Investigating Parents' and Children's Experience and Perspective on Mobile Technology for Outdoor Child Independent Mobility. - Michela Ferron; Chiara Leonardi; Paolo Massa; Gianluca Schiavo; Amy L. Murphy; Elisabetta Farella (CHI, 2019)

Convolutional Neural Network on Embedded Platform for People Presence Detection in Low Resolution Thermal Images. - Gianmarco Cerutti; Rahul Prasad; Elisabetta Farella (ICASSP, 2019)

Neural Network Distillation on IoT Platforms for Sound Event Detection. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (INTERSPEECH, 2019)

People/Car Classification using an Ultra-Low-Power Smart Vision Sensor. - Francesco Paissan; Gianmarco Cerutti; Massimo Gottardi; Elisabetta Farella (IWASI, 2019)

Sound event detection with binary neural networks on tightly power-constrained IoT devices. - Gianmarco Cerutti; Renzo Andri; Lukas Cavigelli; Elisabetta Farella; Michele Magno; Luca Benini (ISLPED, 2020)

Look at me and grab this! Materiality and the practices around negotiation of social attention with children on the autistic spectrum. - Justyna Wierbilowicz; Alessandro Cappelletti; Davide Giovanelli; Angela Pasqualotto; Arianna Bentenuto; Elisabetta Farella; Massimo Zancanaro (NordiCHI, 2020)

Compact Recurrent Neural Networks for Acoustic Event Detection on Low-Energy Low-Complexity Platforms. - Gianmarco Cerutti; Rahul Prasad; Alessio Brutti; Elisabetta Farella (IEEE J. Sel. Top. Signal Process., 2020)

CLIMB: A Pervasive Gameful Platform Promoting Child Independent Mobility. - Elisabetta Farella; Gianluca Schiavo; Michela Ferron; Davide Giovanelli; Chiara Leonardi; Annapaola Marconi; Paolo Massa; Amy L. Murphy; Michele Nori; Marco Pistore (IEEE Pervasive Comput., 2020)

Hyperparameter selection for reliable EEG denoising using ASR: a benchmarking study. - Velu Prabhakar Kumaravel; Marco Buiatti; Elisabetta Farella (BIBM, 2021)

Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. - Velu Prabhakar Kumaravel; Victor Javier Kartsch; Simone Benatti; Giorgio Vallortigara; Elisabetta Farella; Marco Buiatti (EMBC, 2021)

Enabling energy efficient machine learning on a Ultra-Low-Power vision sensor for IoT. - Francesco Paissan; Massimo Gottardi; Elisabetta Farella (CoRR, 2021)

Measuring close proximity interactions in summer camps during the COVID-19 pandemic. - Elia Leoni; Giulia Cencetti; Gabriele Santin; Timofei Istomin; Davide Molteni; Gian Pietro Picco; Elisabetta Farella; Bruno Lepri; A. M. Murphy (CoRR, 2021)

Low-Complexity Acoustic Scene Classification in DCASE 2022 Challenge. - Irene Martín-Morató; Francesco Paissan; Alberto Ancilotto; Toni Heittola; Annamaria Mesaros; Elisabetta Farella; Alessio Brutti; Tuomas Virtanen (DCASE, 2022)

Optimizing PhiNet architectures for the detection of urban sounds on low-end devices. - Alessio Brutti; Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (EUSIPCO, 2022)

Poster: Evaluating RFID for Automatic Checkout in Smart Retail. - Elia Leoni; Amy L. Murphy; Elisabetta Farella (EWSN, 2022)

Scalable Neural Architectures for End-to-End Environmental Sound Classification. - Francesco Paissan; Alberto Ancilotto; Alessio Brutti; Elisabetta Farella (ICASSP, 2022)

On the Role of Smart Vision Sensors in Energy-Efficient Computer Vision at the Edge. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (PerCom Workshops, 2022)

Interpretable CNN for Single-Channel Artifacts Detection in Raw EEG Signals. - Francesco Paissan; Velu Prabhakar Kumaravel; Elisabetta Farella (SAS, 2022)

Measuring close proximity interactions in summer camps during the COVID-19 pandemic. - Elia Leoni; Giulia Cencetti; Gabriele Santin; Timofei Istomin; Davide Molteni; Gian Pietro Picco; Elisabetta Farella; Bruno Lepri; Amy L. Murphy (EPJ Data Sci., 2022)

Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis. - Victor Javier Kartsch; Velu Prabhakar Kumaravel; Simone Benatti; Giorgio Vallortigara; Luca Benini; Elisabetta Farella; Marco Buiatti (Sensors, 2022)

Adaptable and Robust EEG Bad Channel Detection Using Local Outlier Factor (LOF). - Velu Prabhakar Kumaravel; Marco Buiatti; Eugenio Parise; Elisabetta Farella (Sensors, 2022)

Sub-mW Keyword Spotting on an MCU: Analog Binary Feature Extraction and Binary Neural Networks. - Gianmarco Cerutti; Lukas Cavigelli; Renzo Andri; Michele Magno; Elisabetta Farella; Luca Benini (IEEE Trans. Circuits Syst. I Regul. Pap., 2022)

PhiNets: A Scalable Backbone for Low-power AI at the Edge. - Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (ACM Trans. Embed. Comput. Syst., 2022)

IMU-integrated Artifact Subspace Reconstruction for Wearable EEG Devices. - Velu Prabhakar Kumaravel; Elisabetta Farella (BIBM, 2023)

XiNet: Efficient Neural Networks for tinyML. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (ICCV, 2023)

Validating Vehicular Localization Indoor using UWB: Challenges and Solutions. - Elia Leoni; Anas Osman; Andrea Steccanella; Pierpaolo Gonnella; Marco Darin; Amy L. Murphy; Elisabetta Farella (IWASI, 2023)

Improving latency performance trade-off in keyword spotting applications at the edge. - Francesco Paissan; Anisha Mohamed Sahabdeen; Alberto Ancilotto; Elisabetta Farella (IWASI, 2023)

PhiNet-GAN: Bringing real-time face swapping to embedded devices. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (PerCom Workshops, 2023)

Accuracy and Reliability of a Novel IMU-Based Functional Calibration Algorithm for Clinical 3D Wrist Joint Angle Monitoring. - Alessandro Bonfiglio; Elisabetta Farella; Raoul M. Bongers (COINS, 2024)

Structured Sparse Back-propagation for Lightweight On-Device Continual Learning on Microcontroller Units. - Francesco Paissan; Davide Nadalini; Manuele Rusci; Alberto Ancilotto; Francesco Conti 001; Luca Benini; Elisabetta Farella (CVPR Workshops, 2024)

XiNet-pose: Extremely Lightweight Pose Detection for Microcontrollers. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (DATE, 2024)

Latent Distillation for Continual Object Detection at the Edge. - Francesco Pasti; Marina Ceccon; Davide Dalle Pezze; Francesco Paissan; Elisabetta Farella; Gian Antonio Susto; Nicola Bellotto (ECCV Workshops (11), 2024)

tinyCLAP: Distilling Constrastive Language-Audio Pretrained Models. - Francesco Paissan; Elisabetta Farella (INTERSPEECH, 2024)

TinyVocos: Neural Vocoders on MCUs. - Stefano Ciapponi; Francesco Paissan; Alberto Ancilotto; Elisabetta Farella (IS2, 2024)

Painting the Starry Night using XiNets. - Alberto Ancilotto; Elisabetta Farella (PerCom Workshops, 2024)

An empirical evaluation of tinyML architectures for Class-Incremental Continual Learning. - Matteo Tremonti; Davide Dalle Pezze; Francesco Paissan; Elisabetta Farella; Gian Antonio Susto (PerCom Workshops, 2024)

Replay Consolidation with Label Propagation for Continual Object Detection. - Riccardo De Monte; Davide Dalle Pezze; Marina Ceccon; Francesco Pasti; Francesco Paissan; Elisabetta Farella; Gian Antonio Susto; Nicola Bellotto (CoRR, 2024)

XimSwap: Many-to-Many Face Swapping for TinyML. - Alberto Ancilotto; Francesco Paissan; Elisabetta Farella (ACM Trans. Embed. Comput. Syst., 2024)

PaSTe: Improving the Efficiency of Visual Anomaly Detection at the Edge. - Manuel Barusco; Francesco Borsatti; Davide Dalle Pezze; Francesco Paissan; Elisabetta Farella; Gian Antonio Susto (CVPR Workshops, 2025)

Linear Transformers beat YOLO for Embedded Object Detection. - Alberto Ancilotto; Edoardo Castagnini; Elisabetta Farella (PerCom Workshops, 2025)

Tiny Neural Networks for Tiny IoT Devices. - Alberto Ancilotto; Elisabetta Farella (PerCom Workshops, 2025)

From Vision to Sound: Advancing Audio Anomaly Detection with Vision-Based Algorithms. - Manuel Barusco; Francesco Borsatti; Davide Dalle Pezze; Francesco Paissan; Elisabetta Farella; Gian Antonio Susto (CoRR, 2025)

A probabilistic framework for dynamic quantization. - Gabriele Santini; Francesco Paissan; Elisabetta Farella (CoRR, 2025)