DropoutOperation

Value Members

1. final def !=(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

2. final def ##(): Int

   

   Definition Classes

   AnyRef → Any

3. final def ==(arg0: Any): Boolean

   

   Definition Classes

   AnyRef → Any

4. val W: IndexedSeq[ScalarMatrix]

   

   weights for update

   weights for update

   returns

   weights

   Definition Classes

   DropoutOperation → Layer

5. val act: Null

   

   Null activation

   Null activation

   Attributes

   protected

   Definition Classes

   DropoutOperation → Layer

6. def andThen[A](g: (ScalarMatrix) ⇒ A): (ScalarMatrix) ⇒ A

   

   Definition Classes

   Function1

   Annotations

   @unspecialized()

7. def apply(x: ScalarMatrix): ScalarMatrix

   

   Forward computation

   Forward computation

   x

   input matrix

   returns

   output matrix

   Definition Classes

   DropoutOperation → Layer → Function1

8. final def asInstanceOf[T0]: T0

   

   Definition Classes

   Any

9. def clone(): AnyRef

   

   Attributes

   protected[java.lang]

   Definition Classes

   AnyRef

   Annotations

   @throws( ... )

10. def compose[A](g: (A) ⇒ ScalarMatrix): (A) ⇒ ScalarMatrix

    

    Definition Classes

    Function1

    Annotations

    @unspecialized()

11. val dW: IndexedSeq[ScalarMatrix]

    

    accumulated delta values

    accumulated delta values

    returns

    delta-weight

    Definition Classes

    DropoutOperation → Layer

12. final def eq(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

13. def equals(arg0: Any): Boolean

    

    Definition Classes

    AnyRef → Any

14. def finalize(): Unit

    

    Attributes

    protected[java.lang]

    Definition Classes

    AnyRef

    Annotations

    @throws( classOf[java.lang.Throwable] )

15. final def getClass(): Class[_]

    

    Definition Classes

    AnyRef → Any

16. def hashCode(): Int

    

    Definition Classes

    AnyRef → Any

17. def into_:(x: ScalarMatrix): ScalarMatrix

    

    Sugar: Forward computation.

    Sugar: Forward computation. Calls apply(x)

    x

    input matrix

    returns

    output matrix

    Attributes

    protected[kr.ac.kaist.ir.deep]

    Definition Classes

    DropoutOperation → Layer

18. final def isInstanceOf[T0]: Boolean

    

    Definition Classes

    Any

19. final def ne(arg0: AnyRef): Boolean

    

    Definition Classes

    AnyRef

20. final def notify(): Unit

    

    Definition Classes

    AnyRef

21. final def notifyAll(): Unit

    

    Definition Classes

    AnyRef

22. var onoff: ScalarMatrix

    

    Attributes

    protected

23. val presence: Probability

    

    The probability of the neuron is alive.

    The probability of the neuron is alive. (Default: 1.0, 100%)

    Attributes

    protected

24. final def synchronized[T0](arg0: ⇒ T0): T0

    

    Definition Classes

    AnyRef

25. def toJSON: JsObject

    

    Translate this layer into JSON object (in Play! framework)

    Translate this layer into JSON object (in Play! framework)

    returns

    JSON object describes this layer

    Definition Classes

    DropoutOperation → Layer

26. def toString(): String

    

    Definition Classes

    Function1 → AnyRef → Any

27. def updateBy(error: ScalarMatrix, input: ScalarMatrix, output: ScalarMatrix): ScalarMatrix

    

    Backward computation.

    Backward computation.

    error

    to be propagated ( dG / dF is propagated from higher layer )

    input

    of this layer (in this case, x = entry of dX / dw)

    output

    of this layer (in this case, y)

    returns

    propagated error (in this case, dG/dx )

    Attributes

    protected[kr.ac.kaist.ir.deep]

    Definition Classes

    DropoutOperation → Layer

    Note

    Because this layer only mediates two layers, this layer just remove propagated error for unused elements.

28. final def wait(): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

29. final def wait(arg0: Long, arg1: Int): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )

30. final def wait(arg0: Long): Unit

    

    Definition Classes

    AnyRef

    Annotations

    @throws( ... )