Figure 3

Confusion matrices for the 1D and 2D CNN-based multiclass classification results with the number of correctly and incorrectly classified focal and non-IEDs. Performance of the three-class (upper panels) and four-class (lower panels) classifications. CNN, convolutional neural network; IED, interictal epileptiform discharge.