Web: http://arxiv.org/abs/2209.05849

Sept. 15, 2022, 1:11 a.m. | Huayu Chen, Huanhuan He, Shuting Sun, Jianxiu Li, Xuexiao Shao, Junxiang Li, Xiaowei Li, Bin Hu

cs.LG updates on arXiv.org arxiv.org

Cross-dataset emotion recognition as an extremely challenging task in the
field of EEG-based affective computing is influenced by many factors, which
make the universal models yield unsatisfactory results. Facing the situation
that lack of EEG information decoding researches, we first analyzed the impact
of different EEG information(individual, session, emotion, trial) to emotion
recognition by sample space visualization, sample aggregation phenomenon
quantification, and energy pattern analysis on five public datasets. And based
on these phenomena and patterns, we provided the processing …

arxiv dataset eeg emotion framework solution

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