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Classification performance of four neural networks - EegNet (EEG data only), ImgNet (image data only), EegImgNet (supervised EEG and image network), EegImgAeNet (semi-supervised EEG and image network). (A) Correct classification across subject. (B) Hit rate (true positive rate). (C) False alarm rate (false positive rate). (D) Balanced Accuracy.
