Wang, Xiaying

1. EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded\n Motor-Imagery Brain-Machine Interfaces
   2020/05/31 by Thorir Mar Ingolfsson, Michael Hersche, Ingolfsson, Thorir Mar +9 · 12 citations
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Human-Computer Interaction (cs.HC) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
2. FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things
   2019/11/08 by Xiaying Wang, Wang, Xiaying, Michele Magno +5 · 2 citations
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #CCD and CMOS Imaging Sensors #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #electronic engineering #information engineering
3. ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal\n Convolutional Network
   2021/03/25 by Thorir Mar Ingolfsson, Ingolfsson, Thorir Mar, Xiaying Wang +9 · 2 citations
   Engineering · Medicine · Neuroscience · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG) #Non-Invasive Vital Sign Monitoring
4. Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables
   2024/09/03 by Alessio Burrello, Francesco Carlucci, Burrello, Alessio +13 · 2 citations
   Engineering · #Advanced Sensor and Energy Harvesting Materials #Non-Invasive Vital Sign Monitoring
5. CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention
   2025/01/18 by Alexandru Dimofte, Glenn Anta Bucagu, Dimofte, Alexandru +11 · 6 citations
   Neuroscience · Computer Science · #Functional Brain Connectivity Studies #Neural Networks and Applications #EEG and Brain-Computer Interfaces
6. FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model
   2025/02/10 by Anna Tegon, Thorir Mar Ingolfsson, Tegon, Anna +7 · 4 citations
   Engineering · Neuroscience · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #Machine Learning (cs.LG)
7. A Spiking Neural Network Decoder for Implantable Brain Machine Interfaces and its Sparsity-aware Deployment on RISC-V Microcontrollers
   2024/05/03 by Jiawei Liao, Oscar Toomey, Liao, Jiawei +11 · 1 citation
   Engineering · Neuroscience · #Advanced Memory and Neural Computing #EEG and Brain-Computer Interfaces #FOS: Electrical engineering #Neuroscience and Neural Engineering #Signal Processing (eess.SP) #electronic engineering #information engineering
8. EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation
   2024/12/20 by Benfenati, Luca, Belloni, Sofia, Burrello, Alessio +6 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering