Yi Xia

A Novel Simplified Convolutional Neural Network Classification Algorithm of Motor Imagery EEG Signals Based on Deep Learning

Li Feng, Fan He, Fei Wang et al. · Applied Sciences · 2020 · 97 citations · Full text

Convolutional Neural Network, Image Analysis, Engineering +14

Generative adversarial network with transformer generator for boosting ECG classification

Yi Xia, Yangyang Xu, Peng Chen et al. · Biomedical Signal Processing and Control · 2022 · 74 citations

Data Augmentation, Engineering, Machine Learning +6

Transfer Learning Algorithm of P300-EEG Signal Based on XDAWN Spatial Filter and Riemannian Geometry Classifier

Feng Li, Yi Xia, Fei Wang et al. · Applied Sciences · 2020 · 58 citations · Full text

Data Classification, Classification Method, Engineering +15

AGCA: An Adaptive Graph Channel Attention Module for Steel Surface Defect Detection

Xin Xiang, Zenghui Wang, Jun Zhang et al. · IEEE Transactions on Instrumentation and Measurement · 2023 · 45 citations

Convolutional Neural Network, Graph Neural Network, Machine Vision +15

Unsupervised sleep staging system based on domain adaptation

Ranqi Zhao, Yi Xia, Yongliang Zhang · Biomedical Signal Processing and Control · 2021 · 35 citations

Artificial Intelligence, Engineering, Machine Learning +6