full Backpropagation Through Time
GPTKB entity
Statements (15)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:abbreviation |
gptkb:BPTT
|
| gptkbp:category |
gptkb:machine_learning
deep learning |
| https://www.w3.org/2000/01/rdf-schema#label |
full Backpropagation Through Time
|
| gptkbp:introducedIn |
1990s
|
| gptkbp:limitation |
computationally expensive for long sequences
prone to vanishing and exploding gradients |
| gptkbp:method |
applies backpropagation to unrolled network
unrolls network through all time steps |
| gptkbp:purpose |
training recurrent neural networks
|
| gptkbp:relatedTo |
gptkb:truncated_Backpropagation_Through_Time
|
| gptkbp:usedIn |
recurrent neural networks
|
| gptkbp:bfsParent |
gptkb:Truncated_Backpropagation_Through_Time
|
| gptkbp:bfsLayer |
7
|