Zhijie Fang — accepted AI-conference papers

2021

Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan’an Wang +5

ICRA 2021poster

Medical diagnostic robot systems have been paid more and more attention due to its objectivity and accuracy. The diagnosis of mild cognitive impairment (MCI) is considered an effective means to prevent Alzheimer's disease (AD). Doctors diagnose MCI based on various clinical examinations, which are e…

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2020

Learning Regional Attention Convolutional Neural Network for Motion Intention Recognition Based on EEG Data

Zhijie Fang, Weiqun Wang, Shixin Ren, Jiaxing Wang, Weiguo Shi, Xu Liang +2

IJCAI 2020poster

Recent deep learning-based Brain-Computer Interface (BCI) decoding algorithms mainly focus on spatial-temporal features, while failing to explicitly explore spectral information which is one of the most important cues for BCI. In this paper, we propose a novel regional attention convolutional neural…

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