Statements (34)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:artificial_intelligence
|
| gptkbp:abbreviation |
gptkb:LSTM
|
| gptkbp:category |
gptkb:model
sequence model |
| gptkbp:citation |
thousands of research papers
|
| gptkbp:field |
gptkb:artificial_intelligence
gptkb:machine_learning deep learning |
| gptkbp:hasComponent |
cell state
forget gate input gate output gate |
| https://www.w3.org/2000/01/rdf-schema#label |
long short-term memory
|
| gptkbp:inventedBy |
gptkb:Sepp_Hochreiter
gptkb:Jürgen_Schmidhuber 1997 |
| gptkbp:openSource |
gptkb:TensorFlow
gptkb:Keras gptkb:PyTorch |
| gptkbp:publishedIn |
gptkb:Neural_Computation
|
| gptkbp:relatedTo |
recurrent neural network
gated recurrent unit |
| gptkbp:solvedBy |
vanishing gradient problem
|
| gptkbp:type |
recurrent neural network
|
| gptkbp:usedFor |
machine translation
speech recognition time series prediction handwriting recognition sequence modeling language modeling |
| gptkbp:bfsParent |
gptkb:recurrent_neural_network
gptkb:transformer_(machine_learning_model) gptkb:Jürgen_Schmidhuber |
| gptkbp:bfsLayer |
6
|