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. 2020 Dec 7;6:e327. doi: 10.7717/peerj-cs.327

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