Research Article

Multiview Feature Fusion Attention Convolutional Recurrent Neural Networks for EEG-Based Emotion Recognition

Table 7

Comparison of results with other papers.

Nos.ModelInformationACC ()ACC ()

12DCNN-BiGRU (2021) [22]Spatial+temporal87.89%88.69%
2ERDL (2020) [23]Frequency+temporal90.45%90.6%
34D-CRNN (2020) [24]Frequency+spatial+temporal94.22%94.58%
4DE-CNN-BiLSTM (2022) [25]Frequency+spatial+temporal94.86%94.02%
5Multi-aCRNN (ours)Frequency+spatial+temporal96.43%96.30%