Examples of org.neuroph.core.Neuron

org.neuroph.core.Neuron

 Basic general neuron model according to McCulloch-Pitts neuron model. Different neuron models can be created by using different input and transfer functions for instances of this class, or by deriving from this class. The neuron is basic processing element of neural network. This class implements the following behaviour: output = transferFunction( inputFunction(inputConnections) )

@see InputFunction @see TransferFunction @author Zoran Sevarac

  }


  @Test
  public void testOnRandomConnections() {
    // arrange
            Neuron Fromneuron=new Neuron();
    List<Connection> inputConnections = new ArrayList<Connection>();
    {
      {
        Connection connection = new Connection(Fromneuron,new Neuron(), 0.5d);
        inputConnections.add(connection);
      }
      {
        Connection connection = new Connection(Fromneuron,new Neuron(), 0.25d);
        inputConnections.add(connection);
      }
      {
        Connection connection = new Connection(Fromneuron,new Neuron(), -0.25d);
        inputConnections.add(connection);
      }
    }
    
    // act

View Full Code Here

        neuralNet.setInput(item);
        // calculate neural network output
        neuralNet.calculate();
        
        // find neuron with highest output
        Neuron maxNeuron=null;
        double maxOut = Double.NEGATIVE_INFINITY;
        for(Neuron neuron : neuralNet.getOutputNeurons()) {
            if (neuron.getOutput() > maxOut) {
                maxNeuron = neuron;
                maxOut = neuron.getOutput();
            }
        }
                           
        // and return its label
        return maxNeuron.getLabel();
    }

View Full Code Here

0 1 2

TOP

Related Classes of org.neuroph.core.Neuron

org.goai.classification.impl.NeurophClassifier

org.neuroph.contrib.imgrec.ImageRecognitionHelper

org.neuroph.contrib.imgrec.ImageRecognitionPlugin

org.neuroph.contrib.RecommenderNetwork

org.neuroph.core.input.Difference

org.neuroph.core.input.DifferenceTest

org.neuroph.core.input.InputFunction

org.neuroph.core.input.WeightedSumTest

org.neuroph.core.transfer.Step

org.neuroph.nnet.learning.HopfieldLearning

All source code are property of their respective owners. Java is a trademark of Sun Microsystems, Inc and owned by ORACLE Inc. Contact coftware#gmail.com.