15 citations · 26 across the 4 of their papers we have counts for
4 papers
Cepstral Analysis Based Artifact Detection, Recognition and Removal for Prefrontal EEG
Siqi Han, Chao Zhang, Jiaxin Lei +5
This paper proposes to use cepstrum for artifact detection, recognition and removal in prefrontal EEG. This work focuses on the artifact caused by eye movement. A database containi…
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…
A Comparison of Code Embeddings and Beyond
Siqi Han, DongXia Wang, Wanting Li +1
Program representation learning is a fundamental task in software engineering applications. With the availability of "big code" and the development of deep learning techniques, var…