Before revision:  Also, the proposed network is an end-to-end classification, for it takes the raw EEG signals as the input and does not require complex EEG signal-preprocessing.
After revision:  Also, the proposed network is an end-to-end classification, as it takes the raw EEG signals as the input and does not require complex EEG signal-preprocessing.