sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. - Mattia Orlandi; Marcello Zanghieri; Victor Javier Kartsch Morinigo; Francesco Conti 001; Pasquale Davide Schiavone; Luca Benini; Simone Benatti (BioCAS, 2022)

Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition. - Mattia Orlandi; Marcello Zanghieri; Pasquale Davide Schiavone; Elisa Donati; Francesco Conti 001; Simone Benatti (SYSINT, 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)

Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller. - Marcello Zanghieri; Mattia Orlandi; Elisa Donati; Emanuele Gruppioni; Luca Benini; Simone Benatti (BioCAS, 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)

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)

Balancing Accuracy and Energy Efficiency on Ultra-Law-Power Platforms for ECG Analysis. - Benedetta Mazzoni; Luca Bompani; Mattia Orlandi; Simone Benatti; Giuseppe Tagliavini (COINS, 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)

Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing. - Mattia Sinigaglia; Amirhossein Kiamarzi; Marco Bertuletti; Luigi Ghionda; Mattia Orlandi; Riccardo Tedeschi; Aurora Di Giampietro; Yvan Tortorella; Luca Bertaccini; Simone Benatti; Giuseppe Tagliavini; Luca Benini; et al. (CoRR, 2025)

EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges. - Simone Benatti; Elisa Donati; Ali Moin; Marcello Zanghieri; Mattia Orlandi; Alessio Burrello; Fiorenzo Artoni; Silvestro Micera; Luca Benini; Jan M. Rabaey (Proc. IEEE, 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)