Examples of NEATNeuron

org.encog.neural.neat.NEATNeuron
s.ucf.edu/~kstanley/

Examples of org.encog.neural.neat.NEATNeuron

    List<NEATNeuron> neurons = new ArrayList<NEATNeuron>();
    ActivationFunction afSigmoid = new ActivationSigmoid();
    ActivationFunction afStep = new ActivationStep();
    
    // create the neurons
    NEATNeuron input1 = new NEATNeuron(
        NEATNeuronType.Input, 
        1,
        0.1, 
        0.2,
        0.3);
    
    NEATNeuron input2 = new NEATNeuron(
        NEATNeuronType.Input, 
        2,
        0.1, 
        0.2,
        0.3);
    
    NEATNeuron bias = new NEATNeuron(
        NEATNeuronType.Bias, 
        3,
        0.1, 
        0.2,
        0.3);
    
    NEATNeuron hidden1 = new NEATNeuron(
        NEATNeuronType.Hidden, 
        4,
        0.1, 
        0.2,
        0.3);
    
    NEATNeuron output = new NEATNeuron(
        NEATNeuronType.Output, 
        5,
        0.1, 
        0.2,
        0.3);

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Examples of org.encog.neural.neat.NEATNeuron

      neurons.put(neuron.getNeuronType(), neuron);
    }
    
    Assert.assertEquals(4, neurons.size());
  
    NEATNeuron output = neurons.get(NEATNeuronType.Output);
    NEATNeuron input = neurons.get(NEATNeuronType.Input);
    Assert.assertEquals(1, input.getOutputboundLinks().size());
    Assert.assertEquals(0, input.getInboundLinks().size());
    Assert.assertEquals(0, output.getOutputboundLinks().size());
    Assert.assertEquals(1, output.getInboundLinks().size());
  }

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Examples of org.encog.neural.neat.NEATNeuron

    
    final List<NEATNeuron> neurons = new ArrayList<NEATNeuron>();


    for (final Gene gene : getNeurons().getGenes()) {
      final NEATNeuronGene neuronGene = (NEATNeuronGene) gene;
      final NEATNeuron neuron = new NEATNeuron(
          neuronGene.getNeuronType(), neuronGene.getId(), neuronGene
              .getSplitY(), neuronGene.getSplitX(), neuronGene
              .getActivationResponse());


      neurons.add(neuron);
    }


    // now to create the links.
    for (final Gene gene : getLinks().getGenes()) {
      final NEATLinkGene linkGene = (NEATLinkGene) gene;
      if (linkGene.isEnabled()) {
        int element = getElementPos(linkGene.getFromNeuronID());
        final NEATNeuron fromNeuron = neurons.get(element);


        element = getElementPos(linkGene.getToNeuronID());
        if( element==-1 ) {
          System.out.println("test");
        }
        final NEATNeuron toNeuron = neurons.get(element);


        final NEATLink link = new NEATLink(linkGene.getWeight(),
            fromNeuron, toNeuron, linkGene.isRecurrent());


        fromNeuron.getOutputboundLinks().add(link);
        toNeuron.getInboundLinks().add(link);


      }
    }


    NEATNetwork network = new NEATNetwork(inputCount,

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