Table 4 Parameter setting of variational autoencoder feature compression network
From: Flight maneuver intelligent recognition based on deep variational autoencoder network
Name | Structure | Parameter |
|---|---|---|
Encoder | Connection layer; | Input: 22, output: 128 |
Connection layer; | Input: 128, output: 64 | |
Connection layer; | Input: 64, output: 10 | |
Split parameters; | Split the mean and variance; | Input: 10, output: 2*5 |
Heavy parameterized; | Compute hidden layer variables; | Input: 2*5, output: 5 |
Decoder | Connection layer; | Input: 5, output: 64 |
Connection layer; | Input: 64, output: 128 | |
Connection layer; | Input: 128, output: 22 |