saaps.ann.mlff
Class TanhNeuron

java.lang.Object
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  +--saaps.ann.mlff.Neuron
        |
        +--saaps.ann.mlff.TanhNeuron

public class TanhNeuron

extends Neuron

Implementation of the tanh neuron. The output from the neuron lies in the range [-1,+1].

Constructor Summary

TanhNeuron()
Creates new TanhNeuron

TanhNeuron(Weights w)
Create a tanh neuron from a set of weights and bias.

Method Summary

Data	transFun(Data x) The tanh transfer function.

Methods inherited from class saaps.ann.mlff.Neuron

getOutput, setInput

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Detail

TanhNeuron

public TanhNeuron()

Creates new TanhNeuron

TanhNeuron

public TanhNeuron(Weights w)

Create a tanh neuron from a set of weights and bias.

Parameters:

w - The weights and bias

Method Detail

transFun

public Data transFun(Data x)

The tanh transfer function.

Overrides:

transFun in class Neuron

Parameters:

x - The input to the transfer function

Returns:

The output from the transfer function