| 2025 | IJCNN | NanoHydra: Energy-Efficient Time-Series Classification at the Edge. | Cristian Cioflan, Jos Fonseca, Xiaying Wang, Luca Benini |
| 2021 | ISCAS | Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces. | Xiaying Wang, Tibor Schneider, Michael Hersche, Lukas Cavigelli, Luca Benini |
| 2020 | DATE | InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting. | Michele Magno, Xiaying Wang, Manuel Eggimann, Lukas Cavigelli, Luca Benini |
| 2020 | SMC | EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces. | Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini |
| 2020 | SmartComp | Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces. | Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini |
| 2018 | HealthCom | Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor. | Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini |