24 citations · 63 across the 5 of their papers we have counts for
5 papers
LightSleepNet: Design of a Personalized Portable Sleep Staging System Based on Single-Channel EEG
Yiqiao Liao, Chao Zhang, Milin Zhang +2
This paper proposed LightSleepNet - a light-weight, 1-d Convolutional Neural Network (CNN) based personalized architecture for real-time sleep staging, which can be implemented on…
Multi-Channel Multi-Domain based Knowledge Distillation Algorithm for Sleep Staging with Single-Channel EEG
Chao Zhang, Yiqiao Liao, Siqi Han +3
This paper proposed a Multi-Channel Multi-Domain (MCMD) based knowledge distillation algorithm for sleep staging using single-channel EEG. Both knowledge from different domains and…
Single-channel EEG completion using Cascade Transformer
Chao Zhang, Siqi Han, Milin Zhang
It is easy for the electroencephalogram (EEG) signal to be incomplete due to packet loss, electrode falling off, etc. This paper proposed a Cascade Transformer architecture and a l…
SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG
Chao Zhang, Zijian Tang, Taoming Guo +5
This paper proposes SaleNet - an end-to-end convolutional neural network (CNN) for sustained attention level evaluation using prefrontal electroencephalogram (EEG). A bias-driven p…
A Fully Integrated Sensor-Brain-Machine Interface System for Restoring Somatosensation
Xilin Liu, Hongjie Zhu, Tian Qiu +8
Sensory feedback is critical to the performance of neural prostheses that restore movement control after neurological injury. Recent advances in direct neural control of paralyzed…