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Simone Benatti
Simone Benatti
Associate Professor, University of Modena e Reggio Emilia
Adresă de e-mail confirmată pe unibo.it - Pagina de pornire
Titlu
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A wearable biosensing system with in-sensor adaptive machine learning for hand gesture recognition
A Moin, A Zhou, A Rahimi, A Menon, S Benatti, G Alexandrov, S Tamakloe, ...
Nature Electronics 4 (1), 54-63, 2021
5362021
A versatile embedded platform for EMG acquisition and gesture recognition
S Benatti, F Casamassima, B Milosevic, E Farella, P Schönle, S Fateh, ...
IEEE Transactions on Biomedical Circuits and Systems 9 (5), 620-630, 2015
2502015
Hyperdimensional biosignal processing: A case study for EMG-based hand gesture recognition
A Rahimi, S Benatti, P Kanerva, L Benini, JM Rabaey
2016 IEEE International Conference on Rebooting Computing (ICRC), 1-8, 2016
2242016
Robust real-time embedded EMG recognition framework using temporal convolutional networks on a multicore IoT processor
M Zanghieri, S Benatti, A Burrello, V Kartsch, F Conti, L Benini
IEEE transactions on biomedical circuits and systems 14 (2), 244-256, 2019
1402019
An EMG gesture recognition system with flexible high-density sensors and brain-inspired high-dimensional classifier
A Moin, A Zhou, A Rahimi, S Benatti, A Menon, S Tamakloe, J Ting, ...
2018 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2018
1312018
An sEMG-based human–robot interface for robotic hands using machine learning and synergies
R Meattini, S Benatti, U Scarcia, D De Gregorio, L Benini, C Melchiorri
IEEE Transactions on Components, Packaging and Manufacturing Technology 8 (7 …, 2018
1192018
Online learning and classification of EMG-based gestures on a parallel ultra-low power platform using hyperdimensional computing
S Benatti, F Montagna, V Kartsch, A Rahimi, D Rossi, L Benini
IEEE transactions on biomedical circuits and systems 13 (3), 516-528, 2019
922019
Hybrid EMG classifier based on HMM and SVM for hand gesture recognition in prosthetics
M Rossi, S Benatti, E Farella, L Benini
2015 IEEE International Conference on Industrial Technology (ICIT), 2015
902015
PULP-HD: accelerating brain-inspired high-dimensional computing on a parallel ultra-low power platform
F Montagna, A Rahimi, S Benatti, D Rossi, L Benini
ACM DAC'18 Proceedings of the 55th Annual Design Automation Conference San …, 2018
852018
Power Line Interference Removal for High Quality Continuous Bio-Signal Monitoring with low-power wearable devices
M Tomasini, S Benatti, B Milosevic, E Farella, L Benini
IEEE Sensors Journal 16 (10), 3887-3895, 2016
822016
A prosthetic hand body area controller based on efficient pattern recognition control strategies
S Benatti, B Milosevic, E Farella, E Gruppioni, L Benini
Sensors 17 (4), 869, 2017
812017
A sensor fusion approach for drowsiness detection in wearable ultra-low-power systems
VJ Kartsch, S Benatti, PD Schiavone, D Rossi, L Benini
Information Fusion 43, 66-76, 2018
782018
Analysis of Robust Implementation of an EMG Pattern Recognition Based Control
S Benatti, E Farella, E Gruppioni, L Benini
International Conference on Bio-inspired Systems and Signal Processing 2014 …, 2014
702014
Design challenges for wearable EMG applications
B Milosevic, S Benatti, E Farella
Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017
612017
Q-ppg: Energy-efficient ppg-based heart rate monitoring on wearable devices
A Burrello, DJ Pagliari, M Risso, S Benatti, E Macii, L Benini, M Poncino
IEEE Transactions on Biomedical Circuits and Systems 15 (6), 1196-1209, 2021
562021
An ensemble of hyperdimensional classifiers: Hardware-friendly short-latency seizure detection with automatic iEEG electrode selection
A Burrello, S Benatti, K Schindler, L Benini, A Rahimi
IEEE journal of biomedical and health informatics 25 (4), 935-946, 2020
552020
Smart wearable wristband for EMG based gesture recognition powered by solar energy harvester
V Kartsch, S Benatti, M Mancini, M Magno, L Benini
2018 IEEE international symposium on circuits and systems (ISCAS), 1-5, 2018
532018
A sub-10mW real-time implementation for EMG hand gesture recognition based on a multi-core biomedical SoC
S Benatti, G Rovere, J Bösser, F Montagna, E Farella, H Glaser, ...
2017 7th IEEE International Workshop on Advances in Sensors and Interfaces …, 2017
512017
Biowolf: A sub-10-mw 8-channel advanced brain–computer interface platform with a nine-core processor and ble connectivity
V Kartsch, G Tagliavini, M Guermandi, S Benatti, D Rossi, L Benini
IEEE transactions on biomedical circuits and systems 13 (5), 893-906, 2019
502019
Exploring Arm Posture and Temporal Variability in Myoelectric Hand Gesture Recognition
B Milosevic, E Farella, S Benatti
2018 7th IEEE International Conference on Biomedical Robotics and …, 2018
482018
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