| 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 | 88 | 2019 |
| 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 | 79 | 2018 |
| 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 | 52 | 2017 |
| 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 | 26 | 2016 |
| 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 | 22 | 2017 |
| 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 | 21 | 2020 |
| 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 | 21 | 2019 |
| 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 | 20 | 2021 |
| 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 | 12 | 2017 |
| 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 | 11 | 2020 |
| 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 | 10 | 2019 |
| 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 | 7 | 2018 |
| 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 | 5 | 2021 |
| 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 | 4 | 2020 |
| Optimized Biosignals Processing Algorithms for New Designs of Human Machine Interfaces on Parallel Ultra-Low Power Architectures F Montagna alma, 2020 | 1 | 2020 |
| Biomedical Signal Analysis 1 S Benatti, V Kartsch, F Montagna, E Farella, VP Kumaravel Health Monitoring Systems, 147-176, 2019 | 1 | 2019 |
| 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 | 1 | 2019 |
| An Event-Based System for Low-Power ECG QRS Detection S Zanoli, T Teijeiro, F Montagna, D Atienza | | |
