Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Neural network architecture
|
| gptkbp:advantage |
captures complex temporal dependencies
increased computational cost risk of overfitting |
| gptkbp:appliesTo |
natural language processing
time series prediction sequence modeling |
| gptkbp:enables |
learning hierarchical temporal representations
|
| gptkbp:extendsTo |
gptkb:LSTM
|
| gptkbp:hasLayerType |
LSTM layer
|
| gptkbp:hasMultipleLayers |
true
|
| https://www.w3.org/2000/01/rdf-schema#label |
Stacked LSTM
|
| gptkbp:implementedIn |
gptkb:TensorFlow
gptkb:Keras gptkb:PyTorch |
| gptkbp:usedIn |
machine translation
speech recognition text generation video analysis music modeling |
| gptkbp:uses |
Long Short-Term Memory units
|
| gptkbp:bfsParent |
gptkb:LSTM
|
| gptkbp:bfsLayer |
7
|