hex
Class Layer.TanhPrime

java.lang.Object
  water.Iced
      hex.Layer
          hex.Layer.Tanh
              hex.Layer.TanhPrime

All Implemented Interfaces:

java.lang.Cloneable, Freezable

Enclosing class:

Layer

public static class Layer.TanhPrime
extends Layer.Tanh

Apply tanh to the weights' transpose. Used for auto-encoders.

Nested Class Summary

Nested classes/interfaces inherited from class hex.Layer

Layer.Input, Layer.Linear, Layer.Maxout, Layer.Output, Layer.Rectifier, Layer.RectifierDropout, Layer.RectifierPrime, Layer.Softmax, Layer.Tanh, Layer.TanhDropout, Layer.TanhPrime, Layer.VecLinear, Layer.VecsInput, Layer.VecSoftmax

Field Summary

Fields inherited from class hex.Layer

DOC_FIELDS, dropout, l2, rate, rate_annealing, units

Constructor Summary

Layer.TanhPrime(int units)

Method Summary

void	init(Layer[] ls, int index, boolean weights, long step)

Methods inherited from class hex.Layer

anneal, clone, init, momentum, rate, shareWeights, shareWeights, writeJSON

Methods inherited from class water.Iced

frozenType, init, newInstance, read, toDocField, write, writeJSONFields

Methods inherited from class java.lang.Object

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

Constructor Detail

Layer.TanhPrime

public Layer.TanhPrime(int units)

Method Detail

init

public void init(Layer[] ls,
                 int index,
                 boolean weights,
                 long step)

Overrides:

init in class Layer.Tanh