deepnetts.net.layers

Enum LayerType

java.lang.Object

java.lang.Enum<LayerType>

deepnetts.net.layers.LayerType

All Implemented Interfaces:

Serializable, Comparable<LayerType>

public enum LayerType
extends Enum<LayerType>

Supported types of layers. Layers are main processing and building block in a neural network.

See Also:

Layer, AbstractLayer

Enum Constant Summary

Enum Constants

Enum Constant and Description
CONVOLUTIONAL Performs detection of pixel patterns.
FULLY_CONNECTED Looks for patterns in inputs.
INPUT Accepts external input to the network.
MAXPOOLING Downsizes the input.
OUTPUT Provides final output of the network.

Method Summary

Modifier and Type	Method and Description
boolean	equalsName(String otherName)
String	toString()
static LayerType	valueOf(String name) Returns the enum constant of this type with the specified name.
static LayerType[]	values() Returns an array containing the constants of this enum type, in the order they are declared.

Methods inherited from class java.lang.Enum

compareTo, equals, getDeclaringClass, hashCode, name, ordinal, valueOf

Methods inherited from class java.lang.Object

getClass, notify, notifyAll, wait, wait, wait

Enum Constant Detail

INPUT

public static final LayerType INPUT

Accepts external input to the network.

CONVOLUTIONAL

public static final LayerType CONVOLUTIONAL

Performs detection of pixel patterns.

MAXPOOLING

public static final LayerType MAXPOOLING

Downsizes the input.

FULLY_CONNECTED

public static final LayerType FULLY_CONNECTED

Looks for patterns in inputs.

OUTPUT

public static final LayerType OUTPUT

Provides final output of the network.

Method Detail

values

public static LayerType[] values()

Returns an array containing the constants of this enum type, in the order they are declared. This method may be used to iterate over the constants as follows:

for (LayerType c : LayerType.values())
    System.out.println(c);

Returns:

an array containing the constants of this enum type, in the order they are declared

valueOf

public static LayerType valueOf(String name)

Returns the enum constant of this type with the specified name. The string must match exactly an identifier used to declare an enum constant in this type. (Extraneous whitespace characters are not permitted.)

Parameters:

name - the name of the enum constant to be returned.

Returns:

the enum constant with the specified name

Throws:

IllegalArgumentException - if this enum type has no constant with the specified name

NullPointerException - if the argument is null

equalsName

public boolean equalsName(String otherName)

toString

public String toString()

Overrides:

toString in class Enum<LayerType>