activationFunction
P16017
predicate
Indicates the specific mathematical transformation applied to a neuron's input to produce its output in a computational or neural model.
Observed surface forms (3)
- hasActivationFunction ×2
- usesActivationFunction ×2
- usesNonlinearity ×1
Sample triples (7)
| Subject | Object |
|---|---|
| AlexNet | ReLU via predicate surface "usesActivationFunction" ⓘ |
| AlexNet | rectified linear units via predicate surface "usesNonlinearity" ⓘ |
|
Hopfield networks
surface form:
Hopfield network
|
sign function via predicate surface "hasActivationFunction" ⓘ |
|
Hopfield networks
surface form:
Hopfield network
|
threshold function via predicate surface "hasActivationFunction" ⓘ |
| LeNet | sigmoid function ⓘ |
| LeNet | tanh function ⓘ |
| VGG | ReLU via predicate surface "usesActivationFunction" ⓘ |