Truncated Backpropagation Through Time
GPTKB entity
Statements (19)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:abbreviation |
gptkb:TBPTT
|
| gptkbp:appliesTo |
natural language processing
speech recognition time series prediction |
| gptkbp:category |
gptkb:model
deep learning technique |
| gptkbp:contrastsWith |
gptkb:full_Backpropagation_Through_Time
|
| gptkbp:enables |
efficient training of long sequences
|
| https://www.w3.org/2000/01/rdf-schema#label |
Truncated Backpropagation Through Time
|
| gptkbp:introducedIn |
1990s
|
| gptkbp:limitation |
number of time steps for backpropagation
|
| gptkbp:purpose |
training recurrent neural networks
|
| gptkbp:relatedTo |
Backpropagation Through Time
|
| gptkbp:solvedBy |
exploding gradient problem
vanishing gradient problem |
| gptkbp:usedIn |
recurrent neural networks
|
| gptkbp:bfsParent |
gptkb:Training_Recurrent_Neural_Networks
|
| gptkbp:bfsLayer |
6
|