EMG-based hand gesture recognition with flexible analog front end. - Simone Benatti; Bojan Milosevic; Filippo Casamassima; Philipp Schönle; Petrit Bunjaku; Schekeb Fateh; Qiuting Huang; Luca Benini (BioCAS, 2014)

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

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

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)

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

Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks. - Roberto Meattini; Simone Benatti; Umberto Scarcia; Luca Benini; Claudio Melchiorri (ROBIO, 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)

A Contactless, Energy-Neutral Power Meter for Smart City Applications. - Clemente Villani; Simone Benatti; Davide Brunelli; Luca Benini (ApplePies, 2016)

Scalable EEG seizure detection on an ultra low power multi-core architecture. - Simone Benatti; Fabio Montagna; Davide Rossi; Luca Benini (BioCAS, 2016)

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)

Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition. - Abbas Rahimi; Simone Benatti; Pentti Kanerva; Luca Benini; Jan M. Rabaey (ICRC, 2016)

A contactless three-phase autonomous power meter. - Clemente Villani; Simone Benatti; Davide Brunelli; Luca Benini (IEEE SENSORS, 2016)

Advanced Interfaces for HMI in Hand Gesture Recognition. - Simone Benatti (2016)

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

A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis. - Victor Javier Kartsch; Simone Benatti; Davide Rossi; Luca Benini (NER, 2017)

Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms. - Mattia Salvaro; Victor Javier Kartsch; Simone Benatti; Michela Milano; Luca Benini (NGCAS, 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)

A Wearable Device for Minimally-Invasive Behind-the-Ear EEG and Evoked Potentials. - Marco Guermandi; Simone Benatti; Victor Javier Kartsch Morinigo; Luca Bertini (BioCAS, 2018)

A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition. - Simone Benatti; Marco Guermandi; Luca Benini (BODYNETS, 2018)

A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display. - Mattia Salvaro; Simone Benatti; Victor Javier Kartsch; Marco Guermandi; Luca Benini (BODYNETS, 2018)

PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform. - Fabio Montagna; Abbas Rahimi; Simone Benatti; Davide Rossi; Luca Benini (DAC, 2018)

Compressed Sensing Based Seizure Detection for an Ultra Low Power Multi-core Architecture. - Roghayeh Aghazadeh; Fabio Montagna; Simone Benatti; Davide Rossi; Javad Frounchi (HPCS, 2018)

Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. - Victor Javier Kartsch; Simone Benatti; Mattia Mancini; Michele Magno; Luca Benini (ISCAS, 2018)

An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. - Ali Moin; Andy Zhou; Abbas Rahimi; Simone Benatti; Alisha Menon; Senam Tamakloe; Jonathan Ting; Natasha Yamamoto; Yasser Khan; Fred L. Burghardt; Luca Benini; Ana C. Arias; et al. (ISCAS, 2018)

A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems. - Victor Javier Kartsch; Simone Benatti; Pasquale Davide Schiavone; Davide Rossi; Luca Benini (Inf. Fusion, 2018)

Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing. - Ali Moin; Andy Zhou; Simone Benatti; Abbas Rahimi; Luca Benini; Jan M. Rabaey (BioCAS, 2019)

A PULP-based Parallel Power Controller for Future Exascale Systems. - Andrea Bartolini; Davide Rossi; Antonio Mastrandrea; Christian Conficoni; Simone Benatti; Andrea Tilli; Luca Benini (ICECS, 2019)

Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. - Marco Guermandi; Simone Benatti; Davide Brunelli; Victor Javier Kartsch; Luca Benini (ISCAS, 2019)

Ultra Low-Power Drowsiness Detection System with BioWolf. - Victor Javier Kartsch; Simone Benatti; Marco Guermandi; Fabio Montagna; Luca Benini (NER, 2019)

An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor. - Victor Javier Kartsch; Marco Guermandi; Simone Benatti; Fabio Montagna; Luca Benini (SAS, 2019)

Adaptive EMG-based hand gesture recognition using hyperdimensional computing. - Ali Moin; Andy Zhou; Simone Benatti; Abbas Rahimi; George Alexandrov; Alisha Menon; Senam Tamakloe; Jonathan Ting; Natasha Yamamoto; Yasser Khan; Fred L. Burghardt; Ana C. Arias; et al. (CoRR, 2019)

A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis. - Mattia Salvaro; Simone Benatti; Victor Javier Kartsch; Marco Guermandi; Luca Benini (IEEE Internet Things J., 2019)

Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing. - Simone Benatti; Fabio Montagna; Victor Javier Kartsch; Abbas Rahimi; Davide Rossi; Luca Benini (IEEE Trans. Biomed. Circuits Syst., 2019)

BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity. - Victor Javier Kartsch; Giuseppe Tagliavini; Marco Guermandi; Simone Benatti; Davide Rossi; Luca Benini (IEEE Trans. Biomed. Circuits Syst., 2019)

Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces. - Pasquale Davide Schiavone; Davide Rossi; Yan Liu 016; Simone Benatti; Song Luan; Ian Williams; Luca Benini; Timothy G. Constandinou (AICAS, 2020)

Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks. - Marcello Zanghieri; Simone Benatti; Francesco Conti 001; Alessio Burrello; Luca Benini (AICAS, 2020)

Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check. - Victor Javier Kartsch; Fiorenzo Artoni; Simone Benatti; Silvestro Micera; Luca Benini (EMBC, 2020)

An Open-Source Scalable Thermal and Power Controller for HPC Processors. - Giovanni Bambini; Robert Balas; Christian Conficoni; Andrea Tilli; Luca Benini; Simone Benatti; Andrea Bartolini (ICCD, 2020)

Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture. - Roghayeh Aghazadeh; Javad Frounchi; Fabio Montagna; Simone Benatti (Comput. Biol. Medicine, 2020)

A transprecision floating-point cluster for efficient near-sensor data analytics. - Fabio Montagna; Stefan Mach; Simone Benatti; Angelo Garofalo; Gianmarco Ottavi; Luca Benini; Davide Rossi; Giuseppe Tagliavini (CoRR, 2020)

Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. - Marcello Zanghieri; Simone Benatti; Alessio Burrello; Victor Javier Kartsch; Francesco Conti 001; Luca Benini (IEEE Trans. Biomed. Circuits Syst., 2020)

Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms. - Elisabetta De Giovanni; Fabio Montagna; Benoît W. Denkinger; Simone Machetti; Miguel Peón-Quirós; Simone Benatti; Davide Rossi; Luca Benini; David Atienza (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. - Thorir Mar Ingolfsson; Andrea Cossettini; Xiaying Wang; Enrico Tabanelli; Giuseppe Tagliavini; Philippe Ryvlin; Luca Benini; Simone Benatti (BioCAS, 2021)

sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller. - Marcello Zanghieri; Simone Benatti; Alessio Burrello; Victor Javier Kartsch Morinigo; Roberto Meattini; Gianluca Palli; Claudio Melchiorri; Luca Benini (COINS, 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)

UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. - Christoph Leitner; Simone Benatti; Kirill Keller; Andrea Cossettini; Victor Javier Kartsch; Harald Penasso; Luca Benini; Francesco Greco; Christian Baumgartner (EMBC, 2021)

Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. - Matteo Risso; Alessio Burrello; Daniele Jahier Pagliari; Simone Benatti; Enrico Macii; Luca Benini; Massimo Poncino (ISCAS, 2021)

A Fully-Integrated 5mW, 0.8Gbps Energy-Efficient Chip-to-Chip Data Link for Ultra-Low-Power IoT End-Nodes in 65-nm CMOS. - Hayate Okuhara; Ahmed Elnaqib; Martino Dazzi; Pierpaolo Palestri; Simone Benatti; Luca Benini; Davide Rossi (CoRR, 2021)

Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes. - Benedetta Mazzoni; Simone Benatti; Luca Benini; Giuseppe Tagliavini (IEEE Embed. Syst. Lett., 2021)

Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. - Alessio Burrello; Alex Marchioni; Davide Brunelli; Simone Benatti; Mauro Mangia; Luca Benini (IEEE Internet Things J., 2021)

Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. - Alessio Burrello; Daniele Jahier Pagliari; Matteo Risso; Simone Benatti; Enrico Macii; Luca Benini; Massimo Poncino (IEEE Trans. Biomed. Circuits Syst., 2021)

Guest Editorial: IEEE TC Special Issue On Smart Edge Computing and IoT. - Luca Benini; Simone Benatti; Taekwang Jang; Abbas Rahimi (IEEE Trans. Computers, 2021)

An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection. - Alessio Burrello; Simone Benatti; Kaspar Schindler; Luca Benini; Abbas Rahimi (IEEE J. Biomed. Health Informatics, 2021)

A Fully Integrated 5-mW, 0.8-Gbps Energy-Efficient Chip-to-Chip Data Link for Ultralow-Power IoT End-Nodes in 65-nm CMOS. - Hayate Okuhara; Ahmed Elnaqib; Martino Dazzi; Pierpaolo Palestri; Simone Benatti; Luca Benini; Davide Rossi (IEEE Trans. Very Large Scale Integr. Syst., 2021)

Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. - Alessio Burrello; Daniele Jahier Pagliari; Marzia Bianco; Enrico Macii; Luca Benini; Massimo Poncino; Simone Benatti (BioCAS, 2022)

EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. - Paola Busia; Andrea Cossettini; Thorir Mar Ingolfsson; Simone Benatti; Alessio Burrello; Moritz Scherer 001; Matteo Antonio Scrugli; Paolo Meloni; Luca Benini (BioCAS, 2022)

A High SNR, Low-latency Dry EMG Acquisition System for Unobtrusive HMI Devices. - Victor Javier Kartsch Morinigo; Simone Benatti; Luca Benini (BioCAS, 2022)

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)

Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. - Alessio Burrello; Francesco Bianco Morghet; Moritz Scherer 001; Simone Benatti; Luca Benini; Enrico Macii; Massimo Poncino; Daniele Jahier Pagliari (DATE, 2022)

BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming. - Riccardo Donati; Victor Javier Kartsch; Luca Benini; Simone Benatti (EMBC, 2022)

A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime. - Marco Guermandi; Andrea Cossettini; Simone Benatti; Luca Benini (EMBC, 2022)

Energy-Efficient Tree-Based EEG Artifact Detection. - Thorir Mar Ingolfsson; Andrea Cossettini; Simone Benatti; Luca Benini (EMBC, 2022)

Exploiting Blood Volume Pulse and Skin Conductance for Driver Drowsiness Detection. - Angelica Poli; Andrea Amidei; Simone Benatti; Grazia Iadarola; Federico Tramarin; Luigi Rovati; Paolo Pavan; Susanna Spinsante (HealthyIoT, 2022)

ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. - Alessandro Ottaviano; Robert Balas; Giovanni Bambini; Corrado Bonfanti; Simone Benatti; Davide Rossi; Luca Benini; Andrea Bartolini (SAMOS, 2022)

An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing. - Benedetta Mazzoni; Giuseppe Tagliavini; Luca Benini; Simone Benatti (SYSINT, 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)

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)

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)

A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. - Fabio Montagna; Stefan Mach; Simone Benatti; Angelo Garofalo; Gianmarco Ottavi; Luca Benini; Davide Rossi; Giuseppe Tagliavini (IEEE Trans. Parallel Distributed Syst., 2022)

EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. - Thorir Mar Ingolfsson; Upasana Chakraborty; Xiaying Wang; Sándor Beniczky; Pauline Ducouret; Simone Benatti; Philippe Ryvlin; Andrea Cossettini; Luca Benini (BioCAS, 2023)

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)

BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. - Sebastian Frey; Marco Guermandi; Simone Benatti; Victor Javier Kartsch; Andrea Cossettini; Luca Benini (COINS, 2023)

ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. - Mattia Sinigaglia; Luca Bertaccini; Luca Valente; Angelo Garofalo; Simone Benatti; Luca Benini; Francesco Conti 001; Davide Rossi (ISCAS, 2023)

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

Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG. - Marcello Zanghieri; Simone Benatti; Luca Benini; Elisa Donati (IWASI, 2023)

Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. - Elisa Donati; Simone Benatti; Enea Ceolini; Giacomo Indiveri (NER, 2023)

Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. - Mattia Sinigaglia; Luca Bertaccini; Luca Valente; Angelo Garofalo; Simone Benatti; Luca Benini; Francesco Conti 001; Davide Rossi (CoRR, 2023)

A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring. - Sebastian Frey; Victor Javier Kartsch; Christoph Leitner; Andrea Cossettini; Sergei Vostrikov; Simone Benatti; Luca Benini (CoRR, 2023)

Driver Drowsiness Detection: A Machine Learning Approach on Skin Conductance. - Andrea Amidei; Susanna Spinsante; Grazia Iadarola; Simone Benatti; Federico Tramarin; Paolo Pavan; Luigi Rovati (Sensors, 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)

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)

Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression. - Farah Baracat; Marcello Zanghieri; Luca Benini; Dario Farina; Giacomo Indiveri; Simone Benatti; Elisa Donati (EMBC, 2024)

A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation. - Luca Valente; Alessandro Nadalini; Asif Hussain Chiralil Veeran; Mattia Sinigaglia; Bruno Sá; Nils Wistoff; Yvan Tortorella; Simone Benatti; Rafail Psiakis; Ari Kulmala; Baker Mohammad; Sandro Pinto 001; et al. (IEEE Trans. Circuits Syst. I Regul. Pap., 2024)

Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. - Paola Busia; Andrea Cossettini; Thorir Mar Ingolfsson; Simone Benatti; Alessio Burrello; Victor J. B. Jung; Moritz Scherer 001; Matteo Antonio Scrugli; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Paolo Meloni; et al. (IEEE Trans. Biomed. Circuits Syst., 2024)

BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment. - Thorir Mar Ingolfsson; Xiaying Wang; Upasana Chakraborty; Simone Benatti; Adriano Bernini; Pauline Ducouret; Philippe Ryvlin; Sándor Beniczky; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 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)

From Regex to Encoders: Low-Effort Negation Detection for Healthcare Data Integration in Italian Hospitals. - Tommaso Mario Buonocore; Sonia Mognaschi; Lorenzo Beretta 002; Serena Venturelli; Bruno Fattizzo; Eleonora Bruschi; Chiara Cassani; Simone Benatti; Sara Marinoni; Simone Vettoretti; Matteo Gabetta (AIME (2), 2025)

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

Guest Editorial: Ultralow-Power Technologies for Edge Computing in Human-Machine Interface Applications. - Elisa Donati; Bo Zhao 003; Simone Benatti; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)

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)

GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG. - Sebastian Frey; Mattia Alberto Lucchini; Victor Javier Kartsch Morinigo; Thorir Mar Ingolfsson; Andrea Helga Bernardi; Michael Segessenmann; Jakub Osieleniec; Simone Benatti; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)

Tracking of Wrist and Hand Kinematics With Ultra Low Power Wearable A-Mode Ultrasound. - Giusy Spacone; Sergei Vostrikov; Victor Javier Kartsch Morinigo; Simone Benatti; Luca Benini; Andrea Cossettini (IEEE Trans. Biomed. Circuits Syst., 2025)