| EEG-TCNet: An accurate temporal convolutional network for embedded motor-imagery brain–machine interfaces TM Ingolfsson, M Hersche, X Wang, N Kobayashi, L Cavigelli, L Benini 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2020 | 260 | 2020 |
| FANN-on-MCU: An open-source toolkit for energy-efficient neural network inference at the edge of the Internet of Things X Wang, M Magno, L Cavigelli, L Benini IEEE Internet of Things Journal 7 (5), 4403-4417, 2020 | 174 | 2020 |
| An accurate eegnet-based motor-imagery brain–computer interface for low-power edge computing X Wang, M Hersche, B Tömekce, B Kaya, M Magno, L Benini 2020 IEEE international symposium on medical measurements and applications …, 2020 | 108 | 2020 |
| ECG-TCN: Wearable cardiac arrhythmia detection with a temporal convolutional network TM Ingolfsson, X Wang, M Hersche, A Burrello, L Cavigelli, L Benini 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits …, 2021 | 45 | 2021 |
| Mi-bminet: An efficient convolutional neural network for motor imagery brain–machine interfaces with eeg channel selection X Wang, M Hersche, M Magno, L Benini IEEE Sensors Journal 24 (6), 8835-8847, 2024 | 42 | 2024 |
| Q-EEGNet: An energy-efficient 8-bit quantized parallel EEGNet implementation for edge motor-imagery brain-machine interfaces T Schneider, X Wang, M Hersche, L Cavigelli, L Benini 2020 IEEE International Conference on Smart Computing (SMARTCOMP), 284-289, 2020 | 38 | 2020 |
| HR-SAR-Net: A deep neural network for urban scene segmentation from high-resolution SAR data X Wang, L Cavigelli, M Eggimann, M Magno, L Benini 2020 IEEE Sensors Applications Symposium (SAS), 1-6, 2020 | 35 | 2020 |
| Towards long-term non-invasive monitoring for epilepsy via wearable EEG devices TM Ingolfsson, A Cossettini, X Wang, E Tabanelli, G Tagliavini, P Ryvlin, ... 2021 IEEE Biomedical Circuits and Systems Conference (BioCAS), 01-04, 2021 | 32 | 2021 |
| InfiniWolf: Energy efficient smart bracelet for edge computing with dual source energy harvesting M Magno, X Wang, M Eggimann, L Cavigelli, L Benini 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 342-345, 2020 | 28* | 2020 |
| An energy-efficient spiking neural network for finger velocity decoding for implantable brain-machine interface J Liao, L Widmer, X Wang, A Di Mauro, SR Nason-Tomaszewski, ... 2022 IEEE 4th International Conference on Artificial Intelligence Circuits …, 2022 | 24 | 2022 |
| Exploring automatic gym workouts recognition locally on wearable resource-constrained devices S Bian, X Wang, T Polonelli, M Magno 2022 IEEE 13th International Green and Sustainable Computing Conference …, 2022 | 17 | 2022 |
| Leveraging tactile sensors for low latency embedded smart hands for prosthetic and robotic applications X Wang, F Geiger, V Niculescu, M Magno, L Benini IEEE Transactions on Instrumentation and Measurement 71, 1-14, 2022 | 16 | 2022 |
| Embedded classification of local field potentials recorded from rat barrel cortex with implanted multi-electrode array X Wang, M Magno, L Cavigelli, M Mahmud, C Cecchetto, S Vassanelli, ... 2018 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-4, 2018 | 13 | 2018 |
| Minimizing artifact-induced false-alarms for seizure detection in wearable EEG devices with gradient-boosted tree classifiers TM Ingolfsson, S Benatti, X Wang, A Bernini, P Ducouret, P Ryvlin, ... Scientific Reports 14 (1), 2980, 2024 | 11 | 2024 |
| Smarthand: towards embedded smart hands for prosthetic and robotic applications X Wang, F Geiger, V Niculescu, M Magno, L Benini 2021 IEEE Sensors Applications Symposium (SAS), 1-6, 2021 | 10 | 2021 |
| Mixed-precision quantization and parallel implementation of multispectral riemannian classification for brain-machine interfaces X Wang, T Schneider, M Hersche, L Cavigelli, L Benini 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 9 | 2021 |
| EpiDeNet: An energy-efficient approach to seizure detection for embedded systems TM Ingolfsson, U Chakraborty, X Wang, S Beniczky, P Ducouret, S Benatti, ... 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 1-5, 2023 | 8 | 2023 |
| Physically-constrained adversarial attacks on brain-machine interfaces X Wang, ROS Quintanilla, M Hersche, L Benini, G Singh Workshop on Trustworthy and Socially Responsible Machine Learning, NeurIPS 2022, 2022 | 7 | 2022 |
| BrainFuseNet: Enhancing Wearable Seizure Detection through EEG-PPG-accelerometer Sensor Fusion and Efficient Edge Deployment TM Ingolfsson, X Wang, U Chakraborty, S Benatti, A Bernini, P Ducouret, ... IEEE Transactions on Biomedical Circuits and Systems, 2024 | 6 | 2024 |
| Rat cortical layers classification extracting evoked local field potential images with implanted multi-electrode sensor X Wang, M Magno, L Cavigelli, M Mahmud, C Cecchetto, S Vassanelli, ... 2018 IEEE 20th International Conference on e-Health Networking, Applications …, 2018 | 6 | 2018 |
Luca BeniniETH Zürich, Università di BolognaVerified email at unibo.it
