Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:appliesTo |
gptkb:GRU
gptkb:RNN gptkb:LSTM |
| gptkbp:category |
gptkb:machine_learning
deep learning |
| gptkbp:fullName |
gptkb:Truncated_Backpropagation_Through_Time
|
| gptkbp:handles |
long sequences
|
| https://www.w3.org/2000/01/rdf-schema#label |
TBPTT
|
| gptkbp:introducedIn |
1990s
|
| gptkbp:limitation |
may not capture long-term dependencies
|
| gptkbp:processor |
performs backpropagation over truncated segments
splits sequence into shorter segments |
| gptkbp:reduces |
computational cost
memory usage |
| gptkbp:relatedTo |
Backpropagation Through Time
|
| gptkbp:usedFor |
training recurrent neural networks
|
| gptkbp:usedIn |
speech recognition
time series prediction language modeling |
| gptkbp:bfsParent |
gptkb:Truncated_Backpropagation_Through_Time
|
| gptkbp:bfsLayer |
7
|