Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:convolutional_neural_network
|
| gptkbp:application |
speech recognition
time series prediction |
| gptkbp:contrastsWith |
standard LSTM
|
| gptkbp:feature |
couples input and forget gates
|
| gptkbp:goal |
reduce number of parameters
simplify LSTM architecture |
| gptkbp:hasComponent |
cell state
forget gate input gate output gate |
| https://www.w3.org/2000/01/rdf-schema#label |
Coupled LSTM
|
| gptkbp:proposedBy |
Greff et al.
|
| gptkbp:publishedIn |
LSTM: A Search Space Odyssey (2015)
|
| gptkbp:relatedTo |
Long Short-Term Memory
|
| gptkbp:usedIn |
natural language processing
sequence modeling |
| gptkbp:bfsParent |
gptkb:LSTM
|
| gptkbp:bfsLayer |
7
|