Activation Structure

[Missing <summary> documentation for "T:Imsl.DataMining.Neural.Activation"]

Namespace: Imsl.DataMining.Neural
Assembly: ImslCS (in ImslCS.dll) Version: 6.5.2.0

Syntax

[SerializableAttribute]
public struct Activation

<SerializableAttribute>
Public Structure Activation

[SerializableAttribute]
public value class Activation

[<SealedAttribute>]
[<SerializableAttribute>]
type Activation =  struct end

The Activation type exposes the following members.

Methods

	Name	Description
	Equals	Indicates whether this instance and a specified object are equal. (Inherited from ValueType.)
	GetHashCode	Returns the hash code for this instance. (Inherited from ValueType.)
	GetType	Gets the Type of the current instance. (Inherited from Object.)
	ToString	Returns the fully qualified type name of this instance. (Inherited from ValueType.)

Fields

	Name	Description
	Linear	The identity activation function, g(x) = x.
	Logistic	The logistic activation function, $g(x)=\frac{1}{1+e^{-x}}$ .
	LogisticTable	The logistic activation function computed using a table.
	Softmax	The softmax activation function. ${\rm{softmax}}_{\rm{i}}=\frac{{{\mathop{\rm e}\nolimits} ^{Z_i } }} {{\sum\limits_{j = 1}^C {e^{Z_j } } }}$ .
	Squash	The squash activation function, $g(x)=\frac{x}{1+\|x\|}$
	Tanh	The hyperbolic tangent activation function, $g(x)=\tanh{x}= \frac{e^x-e^{-x}}{e^x+e^{-x}}$ .