Click or drag to resize
Accord.NET (logo)

StochasticLayer Class

Stochastic Activation Layer.
Inheritance Hierarchy
SystemObject
  Accord.NeuroLayer
    Accord.NeuroActivationLayer
      Accord.Neuro.LayersStochasticLayer

Namespace:  Accord.Neuro.Layers
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.8.0
Syntax
[SerializableAttribute]
public class StochasticLayer : ActivationLayer
Request Example View Source

The StochasticLayer type exposes the following members.

Constructors
  NameDescription
Public methodStochasticLayer(Int32, Int32)
Initializes a new instance of the StochasticLayer class.
Public methodStochasticLayer(IStochasticFunction, Int32, Int32)
Initializes a new instance of the StochasticLayer class.
Top
Properties
  NameDescription
Public propertyInputsCount
Layer's inputs count.
(Inherited from Layer.)
Public propertyNeurons
Gets the layer's neurons.
Public propertyOutput
Layer's output vector.
(Inherited from Layer.)
Public propertySample
Top
Methods
  NameDescription
Public methodCompute
Compute output vector of the layer.
(Overrides LayerCompute(Double).)
Public methodCopyReversedWeightsFrom
Copy the weights of another layer in reversed order. This can be used to update visible layers from hidden layers and vice-versa.
Public methodEquals
Determines whether the specified object is equal to the current object.
(Inherited from Object.)
Protected methodFinalize
Allows an object to try to free resources and perform other cleanup operations before it is reclaimed by garbage collection.
(Inherited from Object.)
Public methodGenerate
Compute probability vector of the layer.
Public methodGetHashCode
Serves as the default hash function.
(Inherited from Object.)
Public methodGetType
Gets the Type of the current instance.
(Inherited from Object.)
Protected methodMemberwiseClone
Creates a shallow copy of the current Object.
(Inherited from Object.)
Public methodRandomize
Randomize neurons of the layer.
(Inherited from Layer.)
Public methodSetActivationFunction
Set new activation function for all neurons of the layer.
(Inherited from ActivationLayer.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Top
Fields
  NameDescription
Protected fieldinputsCount
Layer's inputs count.
(Inherited from Layer.)
Protected fieldneurons
Layer's neurons.
(Inherited from Layer.)
Protected fieldneuronsCount
Layer's neurons count.
(Inherited from Layer.)
Protected fieldoutput
Layer's output vector.
(Inherited from Layer.)
Top
Extension Methods
  NameDescription
Public Extension MethodHasMethod
Checks whether an object implements a method with the given name.
(Defined by ExtensionMethods.)
Public Extension MethodIsEqual
Compares two objects for equality, performing an elementwise comparison if the elements are vectors or matrices.
(Defined by Matrix.)
Public Extension MethodTo(Type)Overloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Public Extension MethodToTOverloaded.
Converts an object into another type, irrespective of whether the conversion can be done at compile time or not. This can be used to convert generic types to numeric types during runtime.
(Defined by ExtensionMethods.)
Top
Remarks
This class represents a layer of stochastic neurons.
See Also