Search Results for author: Haolan Zhang

Found 2 papers, 0 papers with code

Benchmarking Domain Generalization on EEG-based Emotion Recognition

no code implementations18 Apr 2022 Yan Li, Hao Chen, Jake Zhao, Haolan Zhang, Jinpeng Li

Specifically, numerous domain adaptation (DA) algorithms have been exploited in the past five years to enhance the generalization of emotion recognition models across subjects.

Benchmarking Domain Generalization +2

MutualGraphNet: A novel model for motor imagery classification

no code implementations2 Sep 2021 Yan Li, Ning Zhong, David Taniar, Haolan Zhang

Experiments are conducted on motor imagery EEG data set and we compare our model with the current state-of-the-art approaches and the results suggest that MutualGraphNet is robust enough to learn the interpretable features and outperforms the current state-of-the-art methods.

Classification EEG +1

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