Simone Benatti

119 papers A* 1A 2B 1C 6Journal 51Unranked 56

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges. Proc. IEEE Simone Benatti, Elisa Donati, Ali Moin, Marcello Zanghieri, Mattia Orlandi, Alessio Burrello, Fiorenzo Artoni, Silvestro Micera, Luca Benini, Jan M. Rabaey
2025	—	`conf`	From Regex to Encoders: Low-Effort Negation Detection for Healthcare Data Integration in Italian Hospitals. AIME (2) Tommaso Mario Buonocore, Sonia Mognaschi, Lorenzo Beretta, Serena Venturelli, Bruno Fattizzo, Eleonora Bruschi, Chiara Cassani, Simone Benatti, Sara Marinoni, Simone Vettoretti, Matteo Gabetta
2025	J	`jnl`	GAPses: Versatile Smart Glasses for Comfortable and Fully-Dry Acquisition and Parallel Ultra-Low-Power Processing of EEG and EOG. IEEE Trans. Biomed. Circuits Syst. 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
2025	J	`jnl`	Guest Editorial: Ultralow-Power Technologies for Edge Computing in Human-Machine Interface Applications. IEEE Trans. Biomed. Circuits Syst. Elisa Donati, Bo Zhao, Simone Benatti, Andrea Cossettini
2025	J	`jnl`	Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing. CoRR 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, Francesco Conti, Davide Rossi
2025	J	`jnl`	Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing. IEEE Trans. Circuits Syst. I Regul. Pap. 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, Francesco Conti, Davide Rossi
2025	J	`jnl`	PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation. CoRR Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li
2025	J	`jnl`	Tracking of Wrist and Hand Kinematics With Ultra Low Power Wearable A-Mode Ultrasound. IEEE Trans. Biomed. Circuits Syst. Giusy Spacone, Sergei Vostrikov, Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini, Andrea Cossettini
2025	—	`conf`	Unobtrusive Multimodal Driver Stress Detection from ECG and PPG Using TCNs. MetroAutomotive Massimo Micolitti, Pierangelo Maria Rapa, Davide Cassanelli, Luca Benini, Simone Benatti
2025	J	`jnl`	WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition. CoRR Yanlong Chen, Mattia Orlandi, Pierangelo Maria Rapa, Simone Benatti, Luca Benini, Yawei Li
2025	J	`jnl`	Wearable and Ultra-Low-Power Fusion of EMG and A-Mode US for Hand-Wrist Kinematic Tracking. CoRR Giusy Spacone, Sebastian Frey, Mattia Orlandi, Pierangelo Maria Rapa, Victor Javier Kartsch, Simone Benatti, Luca Benini, Andrea Cossettini
2024	J	`jnl`	A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation. IEEE Trans. Circuits Syst. I Regul. Pap. 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, Daniele Palossi, Luca Benini, Davide Rossi
2024	J	`jnl`	A Heterogeneous RISC-V based SoC for Secure Nano-UAV Navigation. CoRR Luca Valente, Alessandro Nadalini, Asif Veeran, Mattia Sinigaglia, Bruno Sá, Nils Wistoff, Yvan Tortorella, Simone Benatti, Rafail Psiakis, Ari Kulmala, Baker Mohammad, Sandro Pinto, Daniele Palossi, Luca Benini, Davide Rossi
2024	—	`conf`	Balancing Accuracy and Energy Efficiency on Ultra-Law-Power Platforms for ECG Analysis. COINS Benedetta Mazzoni, Luca Bompani, Mattia Orlandi, Simone Benatti, Giuseppe Tagliavini
2024	J	`jnl`	BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment. IEEE Trans. Biomed. Circuits Syst. Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini
2024	—	`conf`	Driving Towards Safety: Online PPG-based Drowsiness Detection with TCNs. AICAS Pierangelo Maria Rapa, Mattia Orlandi, Andrea Amidei, Alessio Burrello, Roberto Rabbeni, Paolo Pavan, Luca Benini, Simone Benatti
2024	—	`conf`	Embedded Multi-Sensor Smartwatch for Computationally Intensive Biosignal Processing. BioCAS Pierangelo Maria Rapa, Mattia Orlandi, Marcello Zanghieri, Luca Benini, Simone Benatti
2024	J	`jnl`	GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG. CoRR Sebastian Frey, Mattia Alberto Lucchini, Victor Javier Kartsch, Thorir Mar Ingolfsson, Andrea Helga Bernardi, Michael Segessenmann, Jakub Osieleniec, Simone Benatti, Luca Benini, Andrea Cossettini
2024	—	`conf`	Leveraging Motor Unit Spatial Activation Patterns for Channel Selection in Finger Force Regression. EMBC Farah Baracat, Marcello Zanghieri, Luca Benini, Dario Farina, Giacomo Indiveri, Simone Benatti, Elisa Donati
2024	J	`jnl`	Real-Time Motor Unit Tracking From sEMG Signals With Adaptive ICA on a Parallel Ultra-Low Power Processor. IEEE Trans. Biomed. Circuits Syst. Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2024	J	`jnl`	Reducing False Alarms in Wearable Seizure Detection With EEGformer: A Compact Transformer Model for MCUs. IEEE Trans. Biomed. Circuits Syst. Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Victor J. B. Jung, Moritz Scherer, Matteo Antonio Scrugli, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Paolo Meloni, Luca Benini
2024	—	`conf`	Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network. BioCAS Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Étienne Buteau, Félix Chamberland, Benoit Gosselin, Luca Benini, Simone Benatti
2024	—	`conf`	Wearable, Real-time Drowsiness Detection based on EEG-PPG Sensor Fusion at the Edge. BioCAS Sebastian Frey, Pierangelo Maria Rapa, Andrea Amidei, Simone Benatti, Marco Guermandi, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2024	J	`jnl`	sEMG-Driven Hand Dynamics Estimation With Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller. IEEE Trans. Biomed. Circuits Syst. Marcello Zanghieri, Pierangelo Maria Rapa, Mattia Orlandi, Elisa Donati, Luca Benini, Simone Benatti
2023	J	`jnl`	A Wearable Ultra-Low-Power sEMG-Triggered Ultrasound System for Long-Term Muscle Activity Monitoring. CoRR Sebastian Frey, Victor Javier Kartsch, Christoph Leitner, Andrea Cossettini, Sergei Vostrikov, Simone Benatti, Luca Benini
2023	—	`conf`	ANGELS - Smart Steering Wheel for Driver Safety. IWASI Andrea Amidei, Pierangelo Maria Rapa, Giuseppe Tagliavini, Roberto Rabbeni, Paolo Pavan, Simone Benatti
2023	—	`conf`	An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor. BioCAS Mattia Orlandi, Pierangelo Maria Rapa, Marcello Zanghieri, Sebastian Frey, Victor Javier Kartsch, Luca Benini, Simone Benatti
2023	—	`conf`	BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. COINS Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023	J	`jnl`	BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing. CoRR Sebastian Frey, Marco Guermandi, Simone Benatti, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023	J	`jnl`	Driver Drowsiness Detection: A Machine Learning Approach on Skin Conductance. Sensors Andrea Amidei, Susanna Spinsante, Grazia Iadarola, Simone Benatti, Federico Tramarin, Paolo Pavan, Luigi Rovati
2023	C	`conf`	ECHOES: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I ISCAS Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi
2023	J	`jnl`	Echoes: a 200 GOPS/W Frequency Domain SoC with FFT Processor and I2S DSP for Flexible Data Acquisition from Microphone Arrays. CoRR Mattia Sinigaglia, Luca Bertaccini, Luca Valente, Angelo Garofalo, Simone Benatti, Luca Benini, Francesco Conti, Davide Rossi
2023	—	`conf`	EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. BioCAS Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023	J	`jnl`	EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems. CoRR Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023	—	`conf`	Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG. IWASI Marcello Zanghieri, Simone Benatti, Luca Benini, Elisa Donati
2023	—	`conf`	Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis. NER Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
2023	J	`jnl`	Long-term stable Electromyography classification using Canonical Correlation Analysis. CoRR Elisa Donati, Simone Benatti, Enea Ceolini, Giacomo Indiveri
2023	—	`conf`	Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller. BioCAS Marcello Zanghieri, Mattia Orlandi, Elisa Donati, Emanuele Gruppioni, Luca Benini, Simone Benatti
2022	—	`conf`	A High SNR, Low-latency Dry EMG Acquisition System for Unobtrusive HMI Devices. BioCAS Victor Javier Kartsch Morinigo, Simone Benatti, Luca Benini
2022	J	`jnl`	A Low-Power Transprecision Floating-Point Cluster for Efficient Near-Sensor Data Analytics. IEEE Trans. Parallel Distributed Syst. Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini
2022	—	`conf`	A Wireless System for EEG Acquisition and Processing in an Earbud Form Factor with 600 Hours Battery Lifetime. EMBC Marco Guermandi, Andrea Cossettini, Simone Benatti, Luca Benini
2022	—	`conf`	An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing. SYSINT Benedetta Mazzoni, Giuseppe Tagliavini, Luca Benini, Simone Benatti
2022	—	`conf`	BioWolf16: a 16-channel, 24-bit, 4kSPS Ultra-Low Power Platform for Wearable Clinical-grade Bio-potential Parallel Processing and Streaming. EMBC Riccardo Donati, Victor Javier Kartsch, Luca Benini, Simone Benatti
2022	A	`conf`	Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. DATE Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022	J	`jnl`	Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition. CoRR Alessio Burrello, Francesco Bianco Morghet, Moritz Scherer, Simone Benatti, Luca Benini, Enrico Macii, Massimo Poncino, Daniele Jahier Pagliari
2022	—	`conf`	ControlPULP: A RISC-V Power Controller for HPC Processors with Parallel Control-Law Computation Acceleration. SAMOS Alessandro Ottaviano, Robert Balas, Giovanni Bambini, Corrado Bonfanti, Simone Benatti, Davide Rossi, Luca Benini, Andrea Bartolini
2022	—	`conf`	EEGformer: Transformer-Based Epilepsy Detection on Raw EEG Traces for Low-Channel-Count Wearable Continuous Monitoring Devices. BioCAS Paola Busia, Andrea Cossettini, Thorir Mar Ingolfsson, Simone Benatti, Alessio Burrello, Moritz Scherer, Matteo Antonio Scrugli, Paolo Meloni, Luca Benini
2022	J	`jnl`	Efficient Low-Frequency SSVEP Detection with Wearable EEG Using Normalized Canonical Correlation Analysis. Sensors Victor Javier Kartsch, Velu Prabhakar Kumaravel, Simone Benatti, Giorgio Vallortigara, Luca Benini, Elisabetta Farella, Marco Buiatti
2022	J	`jnl`	Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring. CoRR Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti
2022	J	`jnl`	Embedding Temporal Convolutional Networks for Energy-efficient PPG-based Heart Rate Monitoring. ACM Trans. Comput. Heal. Alessio Burrello, Daniele Jahier Pagliari, Pierangelo Maria Rapa, Matilde Semilia, Matteo Risso, Tommaso Polonelli, Massimo Poncino, Luca Benini, Simone Benatti
2022	—	`conf`	Energy-Efficient Tree-Based EEG Artifact Detection. EMBC Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022	J	`jnl`	Energy-Efficient Tree-Based EEG Artifact Detection. CoRR Thorir Mar Ingolfsson, Andrea Cossettini, Simone Benatti, Luca Benini
2022	—	`conf`	Exploiting Blood Volume Pulse and Skin Conductance for Driver Drowsiness Detection. HealthyIoT Angelica Poli, Andrea Amidei, Simone Benatti, Grazia Iadarola, Federico Tramarin, Luigi Rovati, Paolo Pavan, Susanna Spinsante
2022	—	`conf`	Improving PPG-based Heart-Rate Monitoring with Synthetically Generated Data. BioCAS Alessio Burrello, Daniele Jahier Pagliari, Marzia Bianco, Enrico Macii, Luca Benini, Massimo Poncino, Simone Benatti
2022	—	`conf`	Motor-Unit Ordering of Blindly-Separated Surface-EMG Signals for Gesture Recognition. SYSINT Mattia Orlandi, Marcello Zanghieri, Pasquale Davide Schiavone, Elisa Donati, Francesco Conti, Simone Benatti
2022	J	`jnl`	Q-PPG: Energy-Efficient PPG-based Heart Rate Monitoring on Wearable Devices. CoRR Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2022	J	`jnl`	Robust and Energy-efficient PPG-based Heart-Rate Monitoring. CoRR Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2022	—	`conf`	sEMG Neural Spikes Reconstruction for Gesture Recognition on a Low-Power Multicore Processor. BioCAS Mattia Orlandi, Marcello Zanghieri, Victor Javier Kartsch Morinigo, Francesco Conti, Pasquale Davide Schiavone, Luca Benini, Simone Benatti
2021	J	`jnl`	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. IEEE Trans. Very Large Scale Integr. Syst. Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi
2021	J	`jnl`	A Fully-Integrated 5mW, 0.8Gbps Energy-Efficient Chip-to-Chip Data Link for Ultra-Low-Power IoT End-Nodes in 65-nm CMOS. CoRR Hayate Okuhara, Ahmed Elnaqib, Martino Dazzi, Pierpaolo Palestri, Simone Benatti, Luca Benini, Davide Rossi
2021	J	`jnl`	An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection With Automatic iEEG Electrode Selection. IEEE J. Biomed. Health Informatics Alessio Burrello, Simone Benatti, Kaspar Schindler, Luca Benini, Abbas Rahimi
2021	—	`conf`	Efficient Artifact Removal from Low-Density Wearable EEG using Artifacts Subspace Reconstruction. EMBC Velu Prabhakar Kumaravel, Victor Javier Kartsch, Simone Benatti, Giorgio Vallortigara, Elisabetta Farella, Marco Buiatti
2021	J	`jnl`	Efficient Transform Algorithms for Parallel Ultra-Low-Power IoT End Nodes. IEEE Embed. Syst. Lett. Benedetta Mazzoni, Simone Benatti, Luca Benini, Giuseppe Tagliavini
2021	J	`jnl`	Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring. IEEE Internet Things J. Alessio Burrello, Alex Marchioni, Davide Brunelli, Simone Benatti, Mauro Mangia, Luca Benini
2021	J	`jnl`	Guest Editorial: IEEE TC Special Issue On Smart Edge Computing and IoT. IEEE Trans. Computers Luca Benini, Simone Benatti, Taekwang Jang, Abbas Rahimi
2021	—	`—`	Leveraging non-smooth multibody dynamics and deep reinforcement learning to infer control policies for autonomous robots and vehicles. Simone Benatti
2021	J	`jnl`	Q-PPG: Energy-Efficient PPG-Based Heart Rate Monitoring on Wearable Devices. IEEE Trans. Biomed. Circuits Syst. Alessio Burrello, Daniele Jahier Pagliari, Matteo Risso, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2021	C	`conf`	Robust and Energy-Efficient PPG-Based Heart-Rate Monitoring. ISCAS Matteo Risso, Alessio Burrello, Daniele Jahier Pagliari, Simone Benatti, Enrico Macii, Luca Benini, Massimo Poncino
2021	—	`conf`	Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. BioCAS Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021	J	`jnl`	Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices. CoRR Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021	—	`conf`	UStEMG: an Ultrasound Transparent Tattoo-based sEMG System for Unobtrusive Parallel Acquisitions of Muscle Electro-mechanics. EMBC Christoph Leitner, Simone Benatti, Kirill Keller, Andrea Cossettini, Victor Javier Kartsch, Harald Penasso, Luca Benini, Francesco Greco, Christian Baumgartner
2021	—	`conf`	sEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller. COINS Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch Morinigo, Roberto Meattini, Gianluca Palli, Claudio Melchiorri, Luca Benini
2020	J	`jnl`	A transprecision floating-point cluster for efficient near-sensor data analytics. CoRR Fabio Montagna, Stefan Mach, Simone Benatti, Angelo Garofalo, Gianmarco Ottavi, Luca Benini, Davide Rossi, Giuseppe Tagliavini
2020	C	`conf`	An Open-Source Scalable Thermal and Power Controller for HPC Processors. ICCD Giovanni Bambini, Robert Balas, Christian Conficoni, Andrea Tilli, Luca Benini, Simone Benatti, Andrea Bartolini
2020	J	`jnl`	Modular Design and Optimization of Biomedical Applications for Ultralow Power Heterogeneous Platforms. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. Elisabetta De Giovanni, Fabio Montagna, Benoît W. Denkinger, Simone Machetti, Miguel Peón-Quirós, Simone Benatti, Davide Rossi, Luca Benini, David Atienza
2020	—	`conf`	Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces. AICAS Pasquale Davide Schiavone, Davide Rossi, Yan Liu, Simone Benatti, Song Luan, Ian Williams, Luca Benini, Timothy G. Constandinou
2020	J	`jnl`	Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor. IEEE Trans. Biomed. Circuits Syst. Marcello Zanghieri, Simone Benatti, Alessio Burrello, Victor Javier Kartsch, Francesco Conti, Luca Benini
2020	J	`jnl`	Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture. Comput. Biol. Medicine Roghayeh Aghazadeh, Javad Frounchi, Fabio Montagna, Simone Benatti
2020	—	`conf`	Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks. AICAS Marcello Zanghieri, Simone Benatti, Francesco Conti, Alessio Burrello, Luca Benini
2020	—	`conf`	Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: an In-depth Feasibility Check. EMBC Victor Javier Kartsch, Fiorenzo Artoni, Simone Benatti, Silvestro Micera, Luca Benini
2019	J	`jnl`	A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction Based on Canonical Correlation Analysis. IEEE Internet Things J. Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2019	—	`conf`	A PULP-based Parallel Power Controller for Future Exascale Systems. ICECS Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini
2019	J	`jnl`	Adaptive EMG-based hand gesture recognition using hyperdimensional computing. CoRR 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, Luca Benini, Jan M. Rabaey
2019	B	`conf`	An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor. SAS Victor Javier Kartsch, Marco Guermandi, Simone Benatti, Fabio Montagna, Luca Benini
2019	—	`conf`	Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing. BioCAS Ali Moin, Andy Zhou, Simone Benatti, Abbas Rahimi, Luca Benini, Jan M. Rabaey
2019	J	`jnl`	BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform With a Nine-Core Processor and BLE Connectivity. IEEE Trans. Biomed. Circuits Syst. Victor Javier Kartsch, Giuseppe Tagliavini, Marco Guermandi, Simone Benatti, Davide Rossi, Luca Benini
2019	J	`jnl`	Online Learning and Classification of EMG-Based Gestures on a Parallel Ultra-Low Power Platform Using Hyperdimensional Computing. IEEE Trans. Biomed. Circuits Syst. Simone Benatti, Fabio Montagna, Victor Javier Kartsch, Abbas Rahimi, Davide Rossi, Luca Benini
2019	C	`conf`	Towards a Wearable Interface for Food Quality Grading Through ERP Analysis. ISCAS Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
2019	J	`jnl`	Towards a Wearable Interface for Food Quality Grading through ERP Analysis. CoRR Marco Guermandi, Simone Benatti, Davide Brunelli, Victor Javier Kartsch, Luca Benini
2019	—	`conf`	Ultra Low-Power Drowsiness Detection System with BioWolf. NER Victor Javier Kartsch, Simone Benatti, Marco Guermandi, Fabio Montagna, Luca Benini
2018	—	`conf`	A Cost-Effective Embedded Platform for Scalable Multichannel Biopotential Acquisition. BODYNETS Simone Benatti, Marco Guermandi, Luca Benini
2018	—	`conf`	A Wearable Device for Brain-Machine Interaction with Augmented Reality Head-Mounted Display. BODYNETS Mattia Salvaro, Simone Benatti, Victor Javier Kartsch, Marco Guermandi, Luca Benini
2018	—	`conf`	A Wearable Device for Minimally-Invasive Behind-the-Ear EEG and Evoked Potentials. BioCAS Marco Guermandi, Simone Benatti, Victor Javier Kartsch Morinigo, Luca Bertini
2018	J	`jnl`	A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems. Inf. Fusion Victor Javier Kartsch, Simone Benatti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini
2018	C	`conf`	An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. ISCAS 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, Jan M. Rabaey
2018	J	`jnl`	An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier. CoRR 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, Jan M. Rabaey
2018	—	`conf`	Compressed Sensing Based Seizure Detection for an Ultra Low Power Multi-core Architecture. HPCS Roghayeh Aghazadeh, Fabio Montagna, Simone Benatti, Davide Rossi, Javad Frounchi
2018	—	`conf`	Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition. BioRob Bojan Milosevic, Elisabetta Farella, Simone Benatti
2018	A*	`conf`	PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform. DAC Fabio Montagna, Abbas Rahimi, Simone Benatti, Davide Rossi, Luca Benini
2018	C	`conf`	Smart Wearable Wristband for EMG based Gesture Recognition Powered by Solar Energy Harvester. ISCAS Victor Javier Kartsch, Simone Benatti, Mattia Mancini, Michele Magno, Luca Benini
2017	J	`jnl`	A Prosthetic Hand Body Area Controller Based on Efficient Pattern Recognition Control Strategies. Sensors Simone Benatti, Bojan Milosevic, Elisabetta Farella, Emanuele Gruppioni, Luca Benini
2017	—	`conf`	A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC. IWASI Simone Benatti, Giovanni Rovere, Jonathan Bosser, Fabio Montagna, Elisabetta Farella, Horian Glaser, Philipp Schönle, Thomas Burger, Schekeb Fateh, Qiuting Huang, Luca Benini
2017	—	`conf`	A wearable EEG-based drowsiness detection system with blink duration and alpha waves analysis. NER Victor Javier Kartsch, Simone Benatti, Davide Rossi, Luca Benini
2017	A	`conf`	Design challenges for wearable EMG applications. DATE Bojan Milosevic, Simone Benatti, Elisabetta Farella
2017	—	`conf`	Towards a Novel HMI Paradigm Based on Mixed EEG and Indoor Localization Platforms. NGCAS Mattia Salvaro, Victor Javier Kartsch, Simone Benatti, Michela Milano, Luca Benini
2016	—	`conf`	A Contactless, Energy-Neutral Power Meter for Smart City Applications. ApplePies Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini
2016	—	`conf`	A contactless three-phase autonomous power meter. IEEE SENSORS Clemente Villani, Simone Benatti, Davide Brunelli, Luca Benini
2016	—	`—`	Advanced Interfaces for HMI in Hand Gesture Recognition. Simone Benatti
2016	—	`conf`	Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition. ICRC Abbas Rahimi, Simone Benatti, Pentti Kanerva, Luca Benini, Jan M. Rabaey
2016	—	`conf`	Sampling modulation: An energy efficient novel feature extraction for biosignal processing. BioCAS M. Causo, Simone Benatti, Antoine Frappé, Andreia Cathelin, Elisabetta Farella, Andreas Kaiser, Luca Benini, Jan M. Rabaey
2016	—	`conf`	Scalable EEG seizure detection on an ultra low power multi-core architecture. BioCAS Simone Benatti, Fabio Montagna, Davide Rossi, Luca Benini
2015	J	`jnl`	A Versatile Embedded Platform for EMG Acquisition and Gesture Recognition. IEEE Trans. Biomed. Circuits Syst. Simone Benatti, Filippo Casamassima, Bojan Milosevic, Elisabetta Farella, Philipp Schoenle, Schekeb Fateh, Thomas Burger, Qiuting Huang, Luca Benini
2015	—	`conf`	Digitally controlled feedback for DC offset cancellation in a wearable multichannel EMG platform. EMBC Marco Tomasini, Simone Benatti, Filippo Casamassima, Bojan Milosevic, Schekeb Fateh, Elisabetta Farella, Luca Benini
2015	—	`conf`	Experimental evaluation of a sEMG-based human-robot interface for human-like grasping tasks. ROBIO Roberto Meattini, Simone Benatti, Umberto Scarcia, Luca Benini, Claudio Melchiorri
2015	—	`conf`	Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics. ICIT Matteo Rossi, Simone Benatti, Elisabetta Farella, Luca Benini
2015	—	`conf`	Multiple Biopotentials Acquisition System for Wearable Applications. BIODEVICES Simone Benatti, Bojan Milosevic, Marco Tomasini, Elisabetta Farella, Philipp Schoenle, Petrit Bunjaku, Giovanni Rovere, Schekeb Fateh, Qiuting Huang, Luca Benini
2014	—	`conf`	Analysis of Robust Implementation of an EMG Pattern Recognition based Control. BIOSIGNALS Simone Benatti, Elisabetta Farella, Emanuele Gruppioni, Luca Benini
2014	—	`conf`	EMG-based hand gesture recognition with flexible analog front end. BioCAS Simone Benatti, Bojan Milosevic, Filippo Casamassima, Philipp Schönle, Petrit Bunjaku, Schekeb Fateh, Qiuting Huang, Luca Benini
2014	—	`conf`	Towards EMG control interface for smart garments. ISWC Adjunct Simone Benatti, Luca Benini, Elisabetta Farella