Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. - Alessio Burrello; Daniele Jahier Pagliari; Pierangelo Maria Rapa; Matilde Semilia; Matteo Risso; Tommaso Polonelli; Massimo Poncino; Luca Benini; Simone Benatti (ACM Trans. Comput. Heal., 2022)

An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor. - Mattia Orlandi; Pierangelo Maria Rapa; Marcello Zanghieri; Sebastian Frey; Victor Javier Kartsch; Luca Benini; Simone Benatti (BioCAS, 2023)

ANGELS - Smart Steering Wheel for Driver Safety. - Andrea Amidei; Pierangelo Maria Rapa; Giuseppe Tagliavini; Roberto Rabbeni; Paolo Pavan; Simone Benatti (IWASI, 2023)

Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. - Pierangelo Maria Rapa; Mattia Orlandi; Andrea Amidei; Alessio Burrello; Roberto Rabbeni; Paolo Pavan; Luca Benini; Simone Benatti (AICAS, 2024)

Wearable, Real-time Drowsiness Detection based on EEG-PPG Sensor Fusion at the Edge. - Sebastian Frey; Pierangelo Maria Rapa; Andrea Amidei; Simone Benatti; Marco Guermandi; Victor Javier Kartsch; Andrea Cossettini; Luca Benini (BioCAS, 2024)

Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing. - Pierangelo Maria Rapa; Mattia Orlandi; Marcello Zanghieri; Luca Benini; Simone Benatti (BioCAS, 2024)

Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network. - Marcello Zanghieri; Pierangelo Maria Rapa; Mattia Orlandi; Étienne Buteau; Félix Chamberland; Benoit Gosselin; Luca Benini; Simone Benatti (BioCAS, 2024)

Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor. - Mattia Orlandi; Pierangelo Maria Rapa; Marcello Zanghieri; Sebastian Frey; Victor Javier Kartsch; Luca Benini; Simone Benatti (IEEE Trans. Biomed. Circuits Syst., 2024)

sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller. - Marcello Zanghieri; Pierangelo Maria Rapa; Mattia Orlandi; Elisa Donati; Luca Benini; Simone Benatti (IEEE Trans. Biomed. Circuits Syst., 2024)

Unobtrusive Multimodal Driver Stress Detection from ECG and PPG Using TCNs. - Massimo Micolitti; Pierangelo Maria Rapa; Davide Cassanelli; Luca Benini; Simone Benatti (MetroAutomotive, 2025)

PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation. - Yanlong Chen; Mattia Orlandi; Pierangelo Maria Rapa; Simone Benatti; Luca Benini; Yawei Li 001 (CoRR, 2025)

WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition. - Yanlong Chen; Mattia Orlandi; Pierangelo Maria Rapa; Simone Benatti; Luca Benini; Yawei Li 001 (CoRR, 2025)