/**
* Copyright 2010 Neuroph Project http://neuroph.sourceforge.net
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.neuroph.util;
import java.util.Vector;
import org.neuroph.core.Layer;
import org.neuroph.core.Neuron;
/**
* Provides methods to create instance of a Layer with specifed number of neurons and neuron's properties.
* @author Zoran Sevarac <sevarac@gmail.com>
*/
public class LayerFactory {
public static Layer createLayer(int neuronsCount, NeuronProperties neuronProperties) {
Layer layer = new Layer(neuronsCount, neuronProperties);
return layer;
}
public static Layer createLayer(int neuronsCount, TransferFunctionType transferFunctionType) {
NeuronProperties neuronProperties = new NeuronProperties();
neuronProperties.setProperty("transferFunction", transferFunctionType);
Layer layer = createLayer(neuronsCount, neuronProperties);
return layer;
}
public static Layer createLayer(Vector<NeuronProperties> neuronPropertiesVector) {
Layer layer = new Layer();
for(NeuronProperties neuronProperties : neuronPropertiesVector) {
Neuron neuron = NeuronFactory.createNeuron(neuronProperties);
layer.addNeuron(neuron);
}
return layer;
}
}