Table 7 Comparison with similar studies results
From: Research on epileptic EEG recognition based on improved residual networks of 1-D CNN and indRNN
Method | Classifier | Dataset | Task | Spec | Sen | Acc |
|---|---|---|---|---|---|---|
Jaiswal and Banka (2017) [37] | ANN | University of Bonn | Two categories | 98.30 | 98.82 | 98.72 |
Wang et al. (2017) [38] | SVM | University of Bonn | Two categories | 97.98 | 99.56 | 99.25 |
Acharya et al. (2012) [39] | GMM | University of Bonn | Three categories | 99.00 | 99.00 | 99.00 |
Behara et al. (2016) [36] | LSSVM | University of Bonn | Three categories | 96.96 | 99.66 | 97.19 |
Proposed | RCNN | University of Bonn | Three categories | 100 | 97.50 | 100 |
Proposed | RCNN | University of Bonn | Three categories | 100 | 98.48 | 100 |