Table 1. Structural parameters of Deep AE.
Parameter | Value |
---|---|
Input Layer Dimension | (41,1) |
Number of Hidden Layer in Encoder | 3 |
Number of nodes in 1st Hidden Layer | 32 |
Number of nodes in 2st Hidden Layer | 24 |
Number of nodes in bottleneck Layer | 16 |
Activation function | Tanh |
Sparsity Penalty term in SSAE in hidden layer | 1e−5 |
Sparsity Penalty term in SSAE in bottleneck layer | 1e−4 |
Contractive Penalty term in ContAE | 1e−5 |
Gaussian noise corruption factor in DAE | 0.1 |