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
147 2020 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
142 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
85 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
33 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
31 2021 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
31 2020 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
23 * 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
21 2021 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
14 2022 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, 2024
11 2024 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
11 2018 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
10 2022 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 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
8 2022 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
7 2021 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 Nonlinear and machine learning analyses on high-density EEG data of math experts and novices H Poikonen, T Zaluska, X Wang, M Magno, M Kapur
Scientific Reports 13 (1), 8012, 2023
4 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
4 2022 Sub-100 X Wang, L Cavigelli, T Schneider, L Benini
IEEE Transactions on Biomedical Circuits and Systems 15 (6), 1149-1160, 2021
4 2021 Reducing neural architecture search spaces with training-free statistics and computational graph clustering TM Ingolfsson, M Vero, X Wang, L Lamberti, L Benini, M Spallanzani
Proceedings of the 19th ACM International Conference on Computing Frontiers …, 2022
3 2022 
Luca BeniniETH Zürich, Università di BolognaDirección de correo verificada de unibo.it
