Package io.github.nearage.jnn.model.layer

Class Flatten

java.lang.Object

io.github.nearage.jnn.processing.Layer

io.github.nearage.jnn.model.layer.Flatten

public class Flatten
extends Layer

TODO: Flatten layer

Author:

Nearage https://github.com/Nearage

Field Summary

Fields inherited from class io.github.nearage.jnn.processing.Layer

biases, weights

Constructor Summary

Constructors

Constructor	Description
Flatten()	Initializes a flatten layer

Method Summary

Modifier and Type	Method	Description
Matrix	activate(Matrix input)	Activates the layer for the given input
Matrix	propagate(Matrix input)	Propagates the activation of the layer for the given input

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

Flatten

public Flatten()

Initializes a flatten layer

Method Details

activate

public Matrix activate(Matrix input)
                throws Exception

Description copied from class: Layer

Activates the layer for the given input

Specified by:

activate in class Layer

Parameters:

input - input data

Returns:

the activation of the layer

Throws:

Exception - a base exception with an error message

propagate

public Matrix propagate(Matrix input)
                 throws Exception

Description copied from class: Layer

Propagates the activation of the layer for the given input

Specified by:

propagate in class Layer

Parameters:

input - input data

Returns:

the propagation of the layer

Throws:

Exception - a base exception with an error message