sentence1: the lstm approach is evaluated through cv experiments over an eeg data set from university of bonn , showing state-of-the-art performance .
sentence2: the lstm approach is evaluated through cross-validation experiments over the eeg data set from university of bonn , showing the state-of-the-art performance .