ElementwiseActivation

java.lang.Object
- me.yixqiao.jlearn.activations.Activation
- - me.yixqiao.jlearn.activations.ElementwiseActivation

All Implemented Interfaces:

java.io.Serializable

Direct Known Subclasses:

LeakyReLU, Linear, ReLU, Sigmoid
```
public abstract class ElementwiseActivation
extends Activation
```
Activation that is applied across all numbers the same.

See Also:

Serialized Form

Constructor Summary

Constructors
Constructor Description

ElementwiseActivation()

Method Summary

All Methods Instance Methods Abstract Methods Concrete Methods
Modifier and Type	Method	Description
`java.util.function.Consumer<Matrix>`	`getActivation()`	Returns a function that applies on each element.
`abstract java.util.function.ToDoubleFunction<java.lang.Double>`	`getEActivation()`	Get the function that will be applied to each element.
`abstract java.util.function.ToDoubleFunction<java.lang.Double>`	`getETransferDerivative()`	Return the function to transfer derivative that will be applied to each element.
`java.util.function.Function<Matrix,Matrix>`	`getTransferDerivative()`	Return a function that will transfer derivative on each element.

Methods inherited from class me.yixqiao.jlearn.activations.Activation
toString

Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

- Constructor Detail
  - ElementwiseActivation
```
public ElementwiseActivation()
```
- Method Detail
  - getActivation
```
public java.util.function.Consumer<Matrix> getActivation()
```
    Returns a function that applies on each element.
    
    Specified by:
    
    getActivation in class Activation
    
    Returns:
    
    the function
  - getTransferDerivative
```
public java.util.function.Function<Matrix,Matrix> getTransferDerivative()
```
    Return a function that will transfer derivative on each element.
    
    Specified by:
    
    getTransferDerivative in class Activation
    
    Returns:
    
    the function
  - getEActivation
```
public abstract java.util.function.ToDoubleFunction<java.lang.Double> getEActivation()
```
    Get the function that will be applied to each element.
    
    Returns:
    
    the function
  - getETransferDerivative
```
public abstract java.util.function.ToDoubleFunction<java.lang.Double> getETransferDerivative()
```
    Return the function to transfer derivative that will be applied to each element.
    
    Returns:
    
    the function