Class Layer

  • All Implemented Interfaces:
    java.io.Serializable, java.lang.Cloneable, java.lang.Iterable<Neuron>, java.util.Collection<Neuron>, java.util.List<Neuron>, java.util.RandomAccess

    public class Layer
    extends java.util.ArrayList<Neuron>
    A Layer of Neurons in an ANN.
    See Also:
    Serialized Form
    • Field Summary

      • Fields inherited from class java.util.AbstractList

        modCount
    • Constructor Summary

      Constructors 
      Constructor Description
      Layer()  
    • Method Summary

      All Methods Static Methods Concrete Methods 
      Modifier and Type Method Description
      static Layer create​(int numNeurons)
      Create a Layer with the specified number of neurons with the default Activation Function: Neuron.DEFAULT_ACTIVATION_FUNCTION with steepness: Neuron.DEFAULT_ACTIVATION_STEEPNESS
      static Layer create​(int numNeurons, ActivationFunction activationFunction)
      Create a Layer with the specified number of neurons and a particular ActivationFunction with the steepness: Neuron.DEFAULT_ACTIVATION_STEEPNESS
      static Layer create​(int numNeurons, ActivationFunction activationFunction, float steepness)
      Create a Layer with the specified number of neurons and a particular ActivationFunction with specified steepness
      • Methods inherited from class java.util.ArrayList

        add, add, addAll, addAll, clear, clone, contains, ensureCapacity, equals, forEach, get, hashCode, indexOf, isEmpty, iterator, lastIndexOf, listIterator, listIterator, remove, remove, removeAll, removeIf, removeRange, replaceAll, retainAll, set, size, sort, spliterator, subList, toArray, toArray, trimToSize
      • Methods inherited from class java.util.AbstractCollection

        containsAll, toString
      • Methods inherited from class java.lang.Object

        finalize, getClass, notify, notifyAll, wait, wait, wait
      • Methods inherited from interface java.util.Collection

        parallelStream, stream, toArray
      • Methods inherited from interface java.util.List

        containsAll
    • Constructor Detail

      • Layer

        public Layer()
    • Method Detail

      • create

        public static Layer create​(int numNeurons,
                                   ActivationFunction activationFunction)
        Create a Layer with the specified number of neurons and a particular ActivationFunction with the steepness: Neuron.DEFAULT_ACTIVATION_STEEPNESS
        Parameters:
        numNeurons -
        activationFunction -
        Returns:
      • create

        public static Layer create​(int numNeurons,
                                   ActivationFunction activationFunction,
                                   float steepness)
        Create a Layer with the specified number of neurons and a particular ActivationFunction with specified steepness
        Parameters:
        numNeurons -
        activationFunction -
        steepness -
        Returns: