Table 9.
Description of some DNN models and their parameters.
| Name | FC | Conv | Vector | Pool | Total | Nonlinear Function | Weights |
|---|---|---|---|---|---|---|---|
| MLP0 | 5 | 5 | ReLU | 20 M | |||
| MLP1 | 4 | 4 | ReLU | 5 M | |||
| LSTM0 | 24 | 34 | 58 | Sigmoid, tanh | 52 M | ||
| LSTM1 | 37 | 19 | 56 | Sigmoid, tanh | 34 M | ||
| CNN0 | 16 | 16 | ReLU | 8 M | |||
| CNN1 | 72 | 13 | 89 | ReLU | 100 M |