Statements (54)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:artificial_intelligence
|
| gptkbp:contrastsWith |
gptkb:feedforward_neural_network
|
| gptkbp:hasApplication |
gptkb:dialogue_systems
weather prediction financial forecasting fraud detection speech synthesis autonomous driving handwriting recognition question answering text generation gesture recognition sentiment analysis anomaly detection protein structure prediction part-of-speech tagging DNA sequence analysis music generation spelling correction video analysis machine reading comprehension named entity recognition document classification image captioning robot control video classification sequence labeling customer behavior prediction machine comprehension stock market prediction video captioning |
| gptkbp:hasComponent |
hidden layer
input layer output layer |
| gptkbp:hasProperty |
recurrent connections
shared weights across time steps |
| gptkbp:hasVariant |
gptkb:GRU
gptkb:LSTM |
| https://www.w3.org/2000/01/rdf-schema#label |
RNN
|
| gptkbp:introduced |
gptkb:John_Hopfield
|
| gptkbp:introducedIn |
1980s
|
| gptkbp:limitation |
exploding gradient problem
vanishing gradient problem |
| gptkbp:standsFor |
gptkb:Recurrent_Neural_Network
|
| gptkbp:trainer |
gptkb:backpropagation_through_time
|
| gptkbp:usedFor |
machine translation
speech recognition time series prediction sequence modeling language modeling |
| gptkbp:bfsParent |
gptkb:Bornholm_Airport
gptkb:recurrent_neural_network gptkb:Recurrent_Neural_Network |
| gptkbp:bfsLayer |
6
|