org.neuroph.nnet.comp

Class Kernel

java.lang.Object

org.neuroph.nnet.comp.Kernel

All Implemented Interfaces:

Serializable

public class Kernel
extends Object
implements Serializable

Kernel used in convolution networks. Kernel is (width x height) window sliding over 2D input space. Each window position provides (width x height) inputs for the neurons in next layer.

Author:

Boris Fulurija, Zoran Sevarac

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
Kernel(Dimension2D dimension) Creates new kernel with specified width and height
Kernel(int width, int height) Creates new kernel with specified width and height

Method Summary

Modifier and Type	Method and Description
int	getArea() Returns area of this kernel (width*height)
int	getHeight() Returns height of this kernel
Weight[][]	getWeights()
int	getWidth() Returns width of this kernel
void	initWeights(double min, double max)
void	setHeight(int height) Sets height of this kernel
void	setWeights(Weight[][] weights)
void	setWidth(int width) Sets width of this kernel

Methods inherited from class java.lang.Object

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

Constructor Detail

Kernel

public Kernel(Dimension2D dimension)

Creates new kernel with specified width and height

Parameters:

width - kernel width

height - kernel height

Kernel

public Kernel(int width,
              int height)

Creates new kernel with specified width and height

Parameters:

width - kernel width

height - kernel height

Method Detail

getWidth

public int getWidth()

Returns width of this kernel

Returns:

width of this kernel

setWidth

public void setWidth(int width)

Sets width of this kernel

Parameters:

width - kernel width

getHeight

public int getHeight()

Returns height of this kernel

Returns:

height of this kernel

setHeight

public void setHeight(int height)

Sets height of this kernel

Parameters:

height - kernel height

getArea

public int getArea()

Returns area of this kernel (width*height)

Returns:

area of this kernel

getWeights

public Weight[][] getWeights()

setWeights

public void setWeights(Weight[][] weights)

initWeights

public void initWeights(double min,
                        double max)