| 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, 2019 | 139 | 2019 |
| A microcontroller is all you need: Enabling transformer execution on low-power iot endnodes A Burrello, M Scherer, M Zanghieri, F Conti, L Benini 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS …, 2021 | 37 | 2021 |
| sEMG-based regression of hand kinematics with temporal convolutional networks on a low-power edge microcontroller M Zanghieri, S Benatti, A Burrello, VJK Morinigo, R Meattini, G Palli, ... 2021 IEEE International Conference on Omni-Layer Intelligent Systems (COINS …, 2021 | 27 | 2021 |
| Temporal variability analysis in sEMG hand grasp recognition using temporal convolutional networks M Zanghieri, S Benatti, F Conti, A Burrello, L Benini 2020 2nd IEEE International Conference on Artificial Intelligence Circuits …, 2020 | 23 | 2020 |
| Tackling time-variability in sEMG-based gesture recognition with on-device incremental learning and temporal convolutional networks A Burrello, M Zanghieri, C Sarti, L Ravaglia, S Benatti, L Benini 2021 IEEE Sensors Applications Symposium (SAS), 1-6, 2021 | 15 | 2021 |
| TCN mapping optimization for ultra-low power time-series edge inference A Burrello, A Dequino, DJ Pagliari, F Conti, M Zanghieri, E Macii, L Benini, ... 2021 IEEE/ACM International Symposium on Low Power Electronics and Design …, 2021 | 13 | 2021 |
| sEMG-based Hand Gesture Recognition with Deep Learning M Zanghieri, S Benatti, F Conti, M Rusci, D Remondini University of Bologna, 0 | 10* | |
| Low-latency detection of epileptic seizures from iEEG with temporal convolutional networks on a low-power parallel MCU M Zanghieri, A Burrello, S Benatti, K Schindler, L Benini 2021 IEEE Sensors Applications Symposium (SAS), 1-6, 2021 | 9 | 2021 |
| Event-based low-power and low-latency regression method for hand kinematics from surface EMG M Zanghieri, S Benatti, L Benini, E Donati 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI …, 2023 | 8 | 2023 |
| Prediction of thermal hazards in a real datacenter room using temporal convolutional networks MS Ardebili, M Zanghieri, A Burrello, F Beneventi, A Acquaviva, L Benini, ... 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 8* | 2021 |
| Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller M Zanghieri, PM Rapa, M Orlandi, E Donati, L Benini, S Benatti IEEE Sensors Journal, 2024 | 6 | 2024 |
| sEMG neural spikes reconstruction for gesture recognition on a low-power multicore processor M Orlandi, M Zanghieri, VJK Morinigo, F Conti, D Schiavone, L Benini, ... 2022 IEEE Biomedical Circuits and Systems Conference (BioCAS), 704-708, 2022 | 6 | 2022 |
| Node centrality measures identify relevant structural MRI features of subjects with autism M Zanghieri, G Menichetti, A Retico, S Calderoni, G Castellani, ... Brain sciences 11 (4), 498, 2021 | 6 | 2021 |
| Online unsupervised arm posture adaptation for sEMG-based gesture recognition on a parallel ultra-low-power microcontroller M Zanghieri, M Orlandi, E Donati, E Gruppioni, L Benini, S Benatti 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 5 | 2023 |
| An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor M Orlandi, PM Rapa, M Zanghieri, S Frey, V Kartsch, L Benini, S Benatti 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 4 | 2023 |
| Motor-unit ordering of blindly-separated surface-EMG signals for gesture recognition M Orlandi, M Zanghieri, D Schiavone, E Donati, F Conti, S Benatti International Conference on System-Integrated Intelligence, 518-529, 2022 | 4 | 2022 |
| An Extreme-Edge TCN-Based Low-Latency Collision-Avoidance Safety System for Industrial Machinery M Zanghieri, F Indirli, A Latella, GM Puglia, F Tecce, F Papariello, G Urlini, ... IEEE Access 12, 16009-16021, 2024 | 2 | 2024 |
| AI-Powered Collision Avoidance Safety System for Industrial Woodworking Machinery F Conti, F Indirli, A Latella, F Papariello, GM Puglia, F Tecce, G Urlini, ... Artificial Intelligence for Digitising Industry–Applications, 187-204, 2022 | 2 | 2022 |
| sEMG-driven Hand Dynamics Estimation with Incremental Online Learning on a Parallel Ultra-Low-Power Microcontroller M Zanghieri, PM Rapa, M Orlandi, E Donati, L Benini, S Benatti IEEE Transactions on Biomedical Circuits and Systems, 2024 | 1 | 2024 |
| Wearable High-Density sEMG Processing with Class Activation Maps with an Embedded Temporal Convolutional Network M Zanghieri, PM Rapa, M Orlandi, É Buteau, F Chamberland, B Gosselin, ... 2024 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2024 | | 2024 |
Luca BeniniETH Zürich, Università di BolognaAdresse e-mail validée de unibo.it
