Benatti, Simone
- Embedding Temporal Convolutional Networks for Energy-Efficient PPG-Based Heart Rate Monitoring
2022/03/01 by Alessio Burrello, Daniele Jahier Pagliari, Burrello, Alessio +15 · 2 citations
Engineering · Medicine · #FOS: Computer and information sciences #FOS: Electrical engineering #Heart Rate Variability and Autonomic Control #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring #Obstructive Sleep Apnea Research #Signal Processing (eess.SP) #electronic engineering #information engineering
- Bioformers: Embedding Transformers for Ultra-Low Power sEMG-based Gesture Recognition
2022/03/24 by Alessio Burrello, Francesco Bianco Morghet, Burrello, Alessio +13 · 2 citations
Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Energy-Efficient Tree-Based EEG Artifact Detection
2022/04/19 by Ingolfsson, Thorir Mar, Cossettini, Andrea, Benatti, Simone +1 · 2 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
2018/02/28 by Moin, Ali, Zhou, Andy, Rahimi, Abbas +10 · 1 citation
#FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- PULP-HD: Accelerating Brain-Inspired High-Dimensional Computing on a Parallel Ultra-Low Power Platform
2018/04/24 by Fabio Montagna, Abbas Rahimi, Montagna, Fabio +7 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
- BioGAP: a 10-Core FP-capable Ultra-Low Power IoT Processor, with Medical-Grade AFE and BLE Connectivity for Wearable Biosignal Processing
2023/07/04 by Frey, Sebastian, Guermandi, Marco, Benatti, Simone +3 · 5 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Long-Term Stable Electromyography Classification Using Canonical Correlation Analysis
2023/01/23 by Elisa Donati, Donati, Elisa, Simone Benatti +5 · 1 citation
Engineering · Neuroscience · #Advanced Sensor and Energy Harvesting Materials #Applications (stat.AP) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Muscle activation and electromyography studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG
2024/06/12 by Sebastian Frey, Frey, Sebastian, Mattia Alberto Lucchini +17 · 2 citations
Engineering · #Advanced Memory and Neural Computing #Advanced Optical Imaging Technologies #CCD and CMOS Imaging Sensors #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
- Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing
2025/03/06 by M. Sinigaglia, Sinigaglia, Mattia, Amirhossein Kiamarzi +25 · 2 citations
Engineering · Medicine · #Advanced Sensor and Energy Harvesting Materials #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Systems and Control (eess.SY) #Ultrasound Imaging and Elastography #electronic engineering #information engineering
- PhysioWave: A Multi-Scale Wavelet-Transformer for Physiological Signal Representation
2025/06/12 by Yanlong Chen, Mattia Orlandi, Chen, Yanlong +9 · 2 citations
Neuroscience · Engineering · #EEG and Brain-Computer Interfaces #Non-Invasive Vital Sign Monitoring #Muscle activation and electromyography studies