Package com.googlecode.fannj

Class Layer

java.lang.Object

java.util.AbstractCollection<E>

java.util.AbstractList<E>

java.util.ArrayList<Neuron>

com.googlecode.fannj.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

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 neruons 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 neruons 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)

Create a Layer with the specified number of neurons with the default Activation Function: Neuron.DEFAULT_ACTIVATION_FUNCTION with steepness: Neuron.DEFAULT_ACTIVATION_STEEPNESS

Parameters:

numNeurons -

Returns:

create

public static Layer create(int numNeurons,
                           ActivationFunction activationFunction)

Create a Layer with the specified number of neruons 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 neruons and a particular ActivationFunction with specified steepness

Parameters:

numNeurons -

activationFunction -

steepness -

Returns: