Package dk.alexandra.fresco.stat.mlp.activationfunction

Class Sigmoid

java.lang.Object
dk.alexandra.fresco.stat.mlp.activationfunction.Sigmoid
All Implemented Interfaces:
dk.alexandra.fresco.framework.builder.Computation<dk.alexandra.fresco.lib.fixed.SFixed,​dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>
public class Sigmoid
extends Object
implements dk.alexandra.fresco.framework.builder.Computation<dk.alexandra.fresco.lib.fixed.SFixed,​dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>
Compute the sigmoid (logistic) function f(x) = 1 / (1 + e-x).

  • Constructor Summary

    Constructors 
    Constructor Description
    Sigmoid​(dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed> x)  

  • Method Summary

    Modifier and Type Method Description
    dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed> buildComputation​(dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric builder)  

    Methods inherited from class java.lang.Object

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

  • Constructor Details

    • Sigmoid

      public Sigmoid​(dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed> x)

  • Method Details

    • buildComputation

      public dk.alexandra.fresco.framework.DRes<dk.alexandra.fresco.lib.fixed.SFixed> buildComputation​(dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric builder)
      Specified by:
      buildComputation in interface dk.alexandra.fresco.framework.builder.Computation<dk.alexandra.fresco.lib.fixed.SFixed,​dk.alexandra.fresco.framework.builder.numeric.ProtocolBuilderNumeric>