Xiaying Wang

46 papers A 1B 4C 2Journal 26Unranked 13
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Ultra-Low Power Wearable BMI System With Continual Learning Capabilities.
IEEE Trans. Biomed. Circuits Syst.
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2025 J jnl
CEReBrO: Compact Encoder for Representations of Brain Oscillations Using Efficient Alternating Attention.
CoRR
Alexandru Dimofte, Glenn Anta Bucagu, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Luca Benini, Yawei Li
2025 — conf
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation.
AICAS
Luca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari
2025 J jnl
FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model.
CoRR
Anna Tegon, Thorir Mar Ingolfsson, Xiaying Wang, Luca Benini, Yawei Li
2025 B conf
NanoHydra: Energy-Efficient Time-Series Classification at the Edge.
IJCNN
Cristian Cioflan, José Fonseca, Xiaying Wang, Luca Benini
2025 B conf
TinyEEGConformer: An Attention-Based EEG Decoding Model for Embedded Systems.
SAS
Nana Ofosu Asante, Lan Mei, Xiaying Wang, Michele Magno
2024 J jnl
An Ultra-Low Power Wearable BMI System with Continual Learning Capabilities.
CoRR
Lan Mei, Thorir Mar Ingolfsson, Cristian Cioflan, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
BrainFuseNet: Enhancing Wearable Seizure Detection Through EEG-PPG-Accelerometer Sensor Fusion and Efficient Edge Deployment.
IEEE Trans. Biomed. Circuits Syst.
Thorir Mar Ingolfsson, Xiaying Wang, Upasana Chakraborty, Simone Benatti, Adriano Bernini, Pauline Ducouret, Philippe Ryvlin, Sándor Beniczky, Luca Benini, Andrea Cossettini
2024 J jnl
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation.
CoRR
Luca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari
2024 — conf
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables.
BioCAS
Alessio Burrello, Francesco Carlucci, Giovanni Pollo, Xiaying Wang, Massimo Poncino, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2024 J jnl
Optimization and Deployment of Deep Neural Networks for PPG-based Blood Pressure Estimation Targeting Low-power Wearables.
CoRR
Alessio Burrello, Francesco Carlucci, Giovanni Pollo, Xiaying Wang, Massimo Poncino, Enrico Macii, Luca Benini, Daniele Jahier Pagliari
2024 J jnl
SzCORE: A Seizure Community Open-source Research Evaluation framework for the validation of EEG-based automated seizure detection algorithms.
CoRR
Jonathan Dan, Una Pale, Alireza Amirshahi, William Cappelletti, Thorir Mar Ingolfsson, Xiaying Wang, Andrea Cossettini, Adriano Bernini, Luca Benini, Sándor Beniczky, David Atienza, Philippe Ryvlin
2024 — conf
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
BioCAS
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 J jnl
Train-On-Request: An On-Device Continual Learning Workflow for Adaptive Real-World Brain Machine Interfaces.
CoRR
Lan Mei, Cristian Cioflan, Thorir Mar Ingolfsson, Victor Javier Kartsch, Andrea Cossettini, Xiaying Wang, Luca Benini
2024 — conf
VowelNet: Enhancing Communication with Wearable EEG-Based Vowel Imagery.
BioCAS
Thorir Mar Ingolfsson, Victor Javier Kartsch Morinigo, Andrea Cossettini, Xiaying Wang, Luca Benini
2023 — conf
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology.
BioCAS
Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 J jnl
Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology.
CoRR
Xiaying Wang, Lan Mei, Victor Javier Kartsch, Andrea Cossettini, Luca Benini
2023 — conf
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
BioCAS
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2023 J jnl
EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems.
CoRR
Thorir Mar Ingolfsson, Upasana Chakraborty, Xiaying Wang, Sándor Beniczky, Pauline Ducouret, Simone Benatti, Philippe Ryvlin, Andrea Cossettini, Luca Benini
2022 — conf
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface.
AICAS
Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang
2022 J jnl
An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface.
CoRR
Jiawei Liao, Lars Widmer, Xiaying Wang, Alfio Di Mauro, Samuel R. Nason-Tomaszewski, Cynthia A. Chestek, Luca Benini, Taekwang Jang
2022 — conf
Exploring Automatic Gym Workouts Recognition Locally on Wearable Resource-Constrained Devices.
IGSC
Sizhen Bian, Xiaying Wang, Tommaso Polonelli, Michele Magno
2022 J jnl
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications.
CoRR
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2022 J jnl
Leveraging Tactile Sensors for Low Latency Embedded Smart Hands for Prosthetic and Robotic Applications.
IEEE Trans. Instrum. Meas.
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2022 J jnl
Reducing Neural Architecture Search Spaces with Training-Free Statistics and Computational Graph Clustering.
CoRR
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2022 — conf
Reducing neural architecture search spaces with training-free statistics and computational graph clustering.
CF
Thorir Mar Ingolfsson, Mark Vero, Xiaying Wang, Lorenzo Lamberti, Luca Benini, Matteo Spallanzani
2021 — conf
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
AICAS
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 J jnl
ECG-TCN: Wearable Cardiac Arrhythmia Detection with a Temporal Convolutional Network.
CoRR
Thorir Mar Ingolfsson, Xiaying Wang, Michael Hersche, Alessio Burrello, Lukas Cavigelli, Luca Benini
2021 C conf
Mixed-Precision Quantization and Parallel Implementation of Multispectral Riemannian Classification for Brain-Machine Interfaces.
ISCAS
Xiaying Wang, Tibor Schneider, Michael Hersche, Lukas Cavigelli, Luca Benini
2021 J jnl
SmartHand: Towards Embedded Smart Hands for Prosthetic and Robotic Applications.
CoRR
Xiaying Wang, Fabian Geiger, Vlad Niculescu, Michele Magno, Luca Benini
2021 J jnl
Sub-100 $\mu$W Multispectral Riemannian Classification for EEG-Based Brain-Machine Interfaces.
IEEE Trans. Biomed. Circuits Syst.
Xiaying Wang, Lukas Cavigelli, Tibor Schneider, Luca Benini
2021 — conf
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
BioCAS
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2021 J jnl
Towards Long-term Non-invasive Monitoring for Epilepsy via Wearable EEG Devices.
CoRR
Thorir Mar Ingolfsson, Andrea Cossettini, Xiaying Wang, Enrico Tabanelli, Giuseppe Tagliavini, Philippe Ryvlin, Luca Benini, Simone Benatti
2020 — conf
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing.
MeMeA
Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini
2020 J jnl
An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing.
CoRR
Xiaying Wang, Michael Hersche, Batuhan Tömekce, Burak Kaya, Michele Magno, Luca Benini
2020 B conf
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
SMC
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini
2020 J jnl
EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces.
CoRR
Thorir Mar Ingolfsson, Michael Hersche, Xiaying Wang, Nobuaki Kobayashi, Lukas Cavigelli, Luca Benini
2020 J jnl
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things.
IEEE Internet Things J.
Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini
2020 A conf
InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting.
DATE
Michele Magno, Xiaying Wang, Manuel Eggimann, Lukas Cavigelli, Luca Benini
2020 B conf
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces.
SMARTCOMP
Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini
2020 J jnl
Q-EEGNet: an Energy-Efficient 8-bit Quantized Parallel EEGNet Implementation for Edge Motor-Imagery Brain-Machine Interfaces.
CoRR
Tibor Schneider, Xiaying Wang, Michael Hersche, Lukas Cavigelli, Luca Benini
2019 J jnl
FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things.
CoRR
Xiaying Wang, Michele Magno, Lukas Cavigelli, Luca Benini
2019 J jnl
HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data.
CoRR
Xiaying Wang, Lukas Cavigelli, Manuel Eggimann, Michele Magno, Luca Benini
2018 J jnl
A Novel Method of Generating Deformation Time-Series Using Interferometric Synthetic Aperture Radar and Its Application in Mexico City.
Remote. Sens.
Xiaying Wang, Qin Zhang, Chaoying Zhao, Feifei Qu, Juqing Zhang
2018 — conf
Embedded Classification of Local Field Potentials Recorded from Rat Barrel Cortex with Implanted Multi-Electrode Array.
BioCAS
Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini
2018 C conf
Rat Cortical Layers Classification extracting Evoked Local Field Potential Images with Implanted Multi-Electrode Sensor.
HealthCom
Xiaying Wang, Michele Magno, Lukas Cavigelli, Mufti Mahmud, Claudia Cecchetto, Stefano Vassanelli, Luca Benini