hex.deeplearning

Class Neurons.Output

java.lang.Object

hex.deeplearning.Neurons

hex.deeplearning.Neurons.Output

Direct Known Subclasses:

Neurons.Linear, Neurons.Softmax

Enclosing class:

Neurons

public abstract static class Neurons.Output
extends Neurons

Abstract class for Output neurons

Nested Class Summary

Nested classes/interfaces inherited from class hex.deeplearning.Neurons

Neurons.ExpRectifier, Neurons.ExpRectifierDropout, Neurons.Input, Neurons.Linear, Neurons.Maxout, Neurons.MaxoutDropout, Neurons.Output, Neurons.Rectifier, Neurons.RectifierDropout, Neurons.Softmax, Neurons.Tanh, Neurons.TanhDropout

Field Summary

Fields inherited from class hex.deeplearning.Neurons

_a, _avg_a, _b, _bEA, _dropout, _e, _index, _input, _origa, _previous, _w, _wEA, params, units

Method Summary

Methods

Modifier and Type	Method and Description
protected void	bprop(int n) Back propagation of error terms stored in _e (for non-final layers)

Methods inherited from class hex.deeplearning.Neurons

autoEncoderGradient, bpropOutputLayer, fprop, init, momentum, momentum, rate, setOutputLayerGradient, toString

Methods inherited from class java.lang.Object

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

Method Detail

bprop

protected void bprop(int n)

Description copied from class: Neurons

Back propagation of error terms stored in _e (for non-final layers)

Specified by:

bprop in class Neurons