org.neuroph.nnet.comp.layer

Class InputMapsLayer

java.lang.Object

org.neuroph.core.Layer

org.neuroph.nnet.comp.layer.FeatureMapsLayer

org.neuroph.nnet.comp.layer.InputMapsLayer

All Implemented Interfaces:

Serializable, Iterable<Neuron>

public class InputMapsLayer
extends FeatureMapsLayer

Input layer for convolutional networks

Author:

Boris Fulurija, Zoran Sevarac

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field and Description
static NeuronProperties	DEFAULT_NEURON_PROP Default neuron properties for InputMapsLayer is InputNeuron with Linear transfer function

Fields inherited from class org.neuroph.nnet.comp.layer.FeatureMapsLayer

mapDimensions

Fields inherited from class org.neuroph.core.Layer

neurons

Constructor Summary

Constructors

Constructor and Description
InputMapsLayer(Dimension2D mapDimensions, int mapCount) Create InputMapsLayer with specified number of maps with specified dimensions

Method Summary

Modifier and Type	Method and Description
void	connectMaps(FeatureMapLayer fromMap, FeatureMapLayer toMap) Creates connections between two feature maps.

Methods inherited from class org.neuroph.nnet.comp.layer.FeatureMapsLayer

addFeatureMap, createFeatureMaps, getFeatureMap, getFeatureMaps, getMapDimensions, getNeuronAt, getNeuronsCount, getNumberOfMaps

Methods inherited from class org.neuroph.core.Layer

addNeuron, addNeuron, calculate, getLabel, getNeuronAt, getNeurons, getParentNetwork, indexOf, initializeWeights, isEmpty, iterator, removeAllNeurons, removeNeuron, removeNeuronAt, reset, setLabel, setNeuron, setParentNetwork

Methods inherited from class java.lang.Object

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

Methods inherited from interface java.lang.Iterable

forEach, spliterator

Field Detail

DEFAULT_NEURON_PROP

public static final NeuronProperties DEFAULT_NEURON_PROP

Default neuron properties for InputMapsLayer is InputNeuron with Linear transfer function

Constructor Detail

InputMapsLayer

public InputMapsLayer(Dimension2D mapDimensions,
                      int mapCount)

Create InputMapsLayer with specified number of maps with specified dimensions

Parameters:

mapDimension - dimensions of a single feature map

mapCount - number of feature maps

Method Detail

connectMaps

public void connectMaps(FeatureMapLayer fromMap,
                        FeatureMapLayer toMap)

Description copied from class: FeatureMapsLayer

Creates connections between two feature maps. It does nothing here, connectivity patterns are defined by subclasses... Maybe it should be even removed from here or made abstract......

Specified by:

connectMaps in class FeatureMapsLayer