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Details of the implemented Long Short-Term Memory network.
| Layer | Activations | Learnable Variable | Descriptions |
|---|---|---|---|
| Sequence input | 2 | – | Sequence input with 2 dimensions |
| LSTM | 400 | InputWeights 1600 × 2, RecurrentWeights 1600 × 400, Bias 1600 × 1 |
LSTM with 400 hidden units |
| Fully Connected | 1 | Weights 1 × 400, Bias 1 × 1 | 1 fully connected layer |
| Regression Output | 1 | – | Mean-squared-error with response |
