org.neuroph.nnet

Class ConvolutionalNetwork.Builder

java.lang.Object

org.neuroph.nnet.ConvolutionalNetwork.Builder

Enclosing class:

ConvolutionalNetwork

public static class ConvolutionalNetwork.Builder
extends Object

Field Summary

Fields

Modifier and Type	Field and Description
static NeuronProperties	DEFAULT_FULL_CONNECTED_NEURON_PROPERTIES

Constructor Summary

Constructors

Constructor and Description
Builder()

Method Summary

Modifier and Type	Method and Description
ConvolutionalNetwork	build()
ConvolutionalNetwork.Builder	withConvolutionLayer(Dimension2D kernelDimension, int numberOfMaps, Class<? extends TransferFunction> transferFunction)
ConvolutionalNetwork.Builder	withConvolutionLayer(int kernelWidth, int kernelHeight, int numberOfMaps)
ConvolutionalNetwork.Builder	withFullConnectedLayer(int numberOfNeurons)
ConvolutionalNetwork.Builder	withFullConnectedLayer(Layer layer)
ConvolutionalNetwork.Builder	withInputLayer(int width, int height, int numberOfMaps)
ConvolutionalNetwork.Builder	withPoolingLayer(int width, int height)

Methods inherited from class java.lang.Object

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

Field Detail

DEFAULT_FULL_CONNECTED_NEURON_PROPERTIES

public static final NeuronProperties DEFAULT_FULL_CONNECTED_NEURON_PROPERTIES

Constructor Detail

Builder

public Builder()

Method Detail

withInputLayer

public ConvolutionalNetwork.Builder withInputLayer(int width,
                                                   int height,
                                                   int numberOfMaps)

withConvolutionLayer

public ConvolutionalNetwork.Builder withConvolutionLayer(int kernelWidth,
                                                         int kernelHeight,
                                                         int numberOfMaps)

withConvolutionLayer

public ConvolutionalNetwork.Builder withConvolutionLayer(Dimension2D kernelDimension,
                                                         int numberOfMaps,
                                                         Class<? extends TransferFunction> transferFunction)

withPoolingLayer

public ConvolutionalNetwork.Builder withPoolingLayer(int width,
                                                     int height)

withFullConnectedLayer

public ConvolutionalNetwork.Builder withFullConnectedLayer(int numberOfNeurons)

withFullConnectedLayer

public ConvolutionalNetwork.Builder withFullConnectedLayer(Layer layer)

build

public ConvolutionalNetwork build()