Click or drag to resize
Accord.NET (logo)

ActivationNeuron Class

Activation neuron.
Inheritance Hierarchy
SystemObject
  Accord.NeuroNeuron
    Accord.NeuroActivationNeuron
      Accord.Neuro.NeuronsStochasticNeuron

Namespace:  Accord.Neuro
Assembly:  Accord.Neuro (in Accord.Neuro.dll) Version: 3.5.0
Syntax
[SerializableAttribute]
public class ActivationNeuron : Neuron
Request Example View Source

The ActivationNeuron type exposes the following members.

Constructors
  NameDescription
Public methodActivationNeuron
Initializes a new instance of the ActivationNeuron class.
Top
Properties
  NameDescription
Public propertyActivationFunction
Neuron's activation function.
Public propertyInputsCount
Neuron's inputs count.
(Inherited from Neuron.)
Public propertyOutput
Neuron's output value.
(Inherited from Neuron.)
Public propertyRandGenerator
Random number generator.
(Inherited from Neuron.)
Public propertyThreshold
Threshold value.
Public propertyWeights
Neuron's weights.
(Inherited from Neuron.)
Top
Methods
  NameDescription
Public methodCompute
Computes output value of neuron.
(Overrides NeuronCompute(Double).)
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 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 neuron.
(Overrides NeuronRandomize.)
Public methodToString
Returns a string that represents the current object.
(Inherited from Object.)
Top
Fields
  NameDescription
Protected fieldfunction
Activation function.
Protected fieldinputsCount
Neuron's inputs count.
(Inherited from Neuron.)
Protected fieldoutput
Neuron's output value.
(Inherited from Neuron.)
Protected fieldrand
Random number generator.
(Inherited from Neuron.)
Protected fieldthreshold
Threshold value.
Protected fieldweights
Neuron's weights.
(Inherited from Neuron.)
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 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.)
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 Matrix.)
Top
Remarks

Activation neuron computes weighted sum of its inputs, adds threshold value and then applies activation function. The neuron isusually used in multi-layer neural networks.

See Also