boone.structure

Class PoolingMap

java.lang.Object

boone.structure.Layer

boone.structure.Map

boone.structure.FilterMap

boone.structure.PoolingMap

All Implemented Interfaces:

Storable, java.lang.Cloneable

public class PoolingMap
extends FilterMap

A pooling map using MaxPooling as a default. $Id$

Since:

February, 2022

Author:

Helmut A. Mayer

Field Summary

Fields inherited from class boone.structure.FilterMap

connectedFilters, filterHeight, filters, filterWidth, padHeight, padWidth, strideHeight, strideWidth

Fields inherited from class boone.structure.Map

height, link, neuron, neurons, width

Constructor Summary

Constructors

Constructor and Description
PoolingMap(int filterWidth, int filterHeight, int padWidth, int padHeight, int strideWidth, int strideHeight, Neuron neuron, Link link) Constructs a general pooling layer.

Method Summary

Modifier and Type	Method and Description
java.lang.String	toString() Returns the width x height of this map.

Methods inherited from class boone.structure.FilterMap

attachFilter, connect, createFilter, getFilterHeight, getFilterLink, getFilters, getFilterWidth, getPadHeight, getPadWidth, getStrideHeight, getStrideWidth

Methods inherited from class boone.structure.Map

clone, connect, disconnect, getDepth, getHeight, getLinkCount, getNeuron, getNeuron, getNeurons, getSize, getWidth, reset, setIOType, toXML

Methods inherited from class boone.structure.Layer

addMap, addMap, fromXML, getLevel, getMapCount, getMaps, getNeuron, removeMap, setLevel

Methods inherited from class java.lang.Object

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

Constructor Detail

PoolingMap

public PoolingMap(int filterWidth,
                  int filterHeight,
                  int padWidth,
                  int padHeight,
                  int strideWidth,
                  int strideHeight,
                  Neuron neuron,
                  Link link)

Constructs a general pooling layer. Note that after construction the layer contains no neurons, as they are determined when connecting the layer.

Parameters:

filterWidth - the width of the pool

filterHeight - the height of the pool

padWidth - the width of the pad

padHeight - the height of the pad

strideWidth - the width of the stride

strideHeight - the height of the stride

neuron - the neuron type (if null, default MaxPoolNeuron)

link - the link type (if null, default MaxPoolLink)

Method Detail

toString

public java.lang.String toString()

Returns the width x height of this map.

Overrides:

toString in class Map

Returns:

the string expression