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Fabio Montagna
Fabio Montagna
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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
812019
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
Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018
782018
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
482017
Scalable EEG seizure detection on an ultra low power multi-core architecture
S Benatti, F Montagna, D Rossi, L Benini
2016 IEEE Biomedical Circuits and Systems Conference (BioCAS), 86-89, 2016
262016
Flexible, scalable and energy efficient bio-signals processing on the pulp platform: A case study on seizure detection
F Montagna, S Benatti, D Rossi
Journal of Low Power Electronics and Applications 7 (2), 16, 2017
222017
A low-power transprecision floating-point cluster for efficient near-sensor data analytics
F Montagna, S Mach, S Benatti, A Garofalo, G Ottavi, L Benini, D Rossi, ...
IEEE Transactions on Parallel and Distributed Systems 33 (5), 1038-1053, 2021
202021
An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor
V Kartsch, M Guermandi, S Benatti, F Montagna, L Benini
2019 IEEE Sensors Applications Symposium (SAS), 1-6, 2019
202019
Modular design and optimization of biomedical applications for ultralow power heterogeneous platforms
E De Giovanni, F Montagna, BW Denkinger, S Machetti, M Peón-Quirós, ...
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
142020
A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems
F Montagna, M Buiatti, S Benatti, D Rossi, E Farella, L Benini
Methods 129, 96-107, 2017
112017
Ultra low-power drowsiness detection system with BioWolf
V Kartsch, S Benatti, M Guermandi, F Montagna, L Benini
2019 9th International IEEE/EMBS Conference on Neural Engineering (NER …, 2019
102019
Scalable and energy efficient seizure detection based on direct use of compressively-sensed EEG data on an ultra low power multi-core architecture
R Aghazadeh, J Frounchi, F Montagna, S Benatti
Computers in Biology and Medicine 125, 104004, 2020
92020
Compressed sensing based seizure detection for an ultra low power multi-core architecture
R Aghazadeh, F Montagna, S Benatti, D Rossi, J Frounchi
2018 International Conference on High Performance Computing & Simulation …, 2018
72018
Streamlining the OpenMP programming model on ultra-low-power multi-core MCUs
F Montagna, G Tagliavini, D Rossi, A Garofalo, L Benini
Architecture of Computing Systems: 34th International Conference, ARCS 2021 …, 2021
42021
An event-based system for low-power ECG QRS complex detection
S Zanoli, T Teijeiro, F Montagna, D Atienza
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 258-263, 2020
42020
Optimized Biosignals Processing Algorithms for New Designs of Human Machine Interfaces on Parallel Ultra-Low Power Architectures
F Montagna
alma, 2020
12020
Biomedical Signal Analysis 1
S Benatti, V Kartsch, F Montagna, E Farella, VP Kumaravel
Health Monitoring Systems, 147-176, 2019
12019
Towards Versatile Fast Training for Wearable Interfaces in Prosthetics
S Benatti, F Montagna, V Kartsch, A Rahimi, L Benini
Converging Clinical and Engineering Research on Neurorehabilitation III …, 2019
12019
An Event-Based System for Low-Power ECG QRS Detection
S Zanoli, T Teijeiro, F Montagna, D Atienza
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Articles 1–18