Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
Neural Network Operation
|
| gptkbp:alternativeTo |
Average Pooling
Global Max Pooling |
| gptkbp:commonKernelSizes |
2x2
3x3 |
| gptkbp:commonStride |
2
1 |
| gptkbp:criteria |
Maximum Value
|
| https://www.w3.org/2000/01/rdf-schema#label |
Max Pooling
|
| gptkbp:input |
Feature Map
|
| gptkbp:operator |
Non-linear
|
| gptkbp:output |
Feature Map
|
| gptkbp:parameter |
gptkb:Stride
Padding Kernel Size |
| gptkbp:purpose |
Dimensionality Reduction
Downsampling |
| gptkbp:reduces |
Spatial Size
|
| gptkbp:supports |
Translation Invariance
Overfitting Reduction |
| gptkbp:usedIn |
gptkb:Natural_Language_Processing
gptkb:Speech_Recognition Image Processing Convolutional Neural Networks |
| gptkbp:windowShape |
Rectangular
|
| gptkbp:bfsParent |
gptkb:DenseNet
|
| gptkbp:bfsLayer |
6
|