Eye State Identification Utilizing EEG Signals: A Combined Method Using Self-Organizing Map and Deep Belief Network

Table 5

Network architectures.

Network name	Network architecture (hidden layers)
DBN A	[50, 50]
DBN B	[500, 500, 500, 500]
DBN C	[2000, 1000, 500, 250, 125, 62]