Robust Deep Network with Maximum Correntropy Criterion for Seizure Detection
Figure 2
An EEG segment with impulsive noises. (a) EMG artifacts cause short-term burst noises in some channels of EEG signal; (b) visualization of the cross-power matrix of the segment with noises. The vertical and horizontal axes denote the channels and each point in this figure is the cross-power value of channel and channel . The cross-power matrix contains outliers with large values. Because of the noise, the cross-power between channel 17 and channel 18 is far away from the interquartile range value (5.41 × 104 versus 395.3).
