Class ART_2A

Inheritance
Object
ART_2A
Inherited Members
Namespace: NeuralNets
Assembly: AudioAnalysisTools.dll
Syntax
public sealed class ART_2A

Constructors

| Improve this Doc View Source

ART_2A(Int32, Int32)

Initializes a new instance of the ART_2A class. CONSTRUCTOR.

Declaration
public ART_2A(int F1Size, int F2Size)
Parameters
Type Name Description
Int32 F1Size
Int32 F2Size

Fields

| Improve this Doc View Source

IterToConv

Declaration
public int[] IterToConv
Field Value
Type Description
Int32[]

Properties

| Improve this Doc View Source

alpha

Declaration
public double alpha { get; set; }
Property Value
Type Description
Double
| Improve this Doc View Source

beta

Declaration
public double beta { get; set; }
Property Value
Type Description
Double
| Improve this Doc View Source

F1Size

Declaration
public int F1Size { get; set; }
Property Value
Type Description
Int32
| Improve this Doc View Source

F2Size

Declaration
public int F2Size { get; set; }
Property Value
Type Description
Int32
| Improve this Doc View Source

F2Wins

Declaration
public int[] F2Wins { get; set; }
Property Value
Type Description
Int32[]
| Improve this Doc View Source

inputCategory

Declaration
public int[] inputCategory { get; set; }
Property Value
Type Description
Int32[]
| Improve this Doc View Source

prevCategory

Declaration
public int[] prevCategory { get; set; }
Property Value
Type Description
Int32[]
| Improve this Doc View Source

rho

Declaration
public double rho { get; set; }
Property Value
Type Description
Double
| Improve this Doc View Source

rhoStar

Declaration
public double rhoStar { get; set; }
Property Value
Type Description
Double
| Improve this Doc View Source

theta

Declaration
public double theta { get; set; }
Property Value
Type Description
Double

Methods

| Improve this Doc View Source

CalculateWtsForCommittedNodes(Double[], Int32)

Declaration
public void CalculateWtsForCommittedNodes(double[] ip, int index)
Parameters
Type Name Description
Double[] ip
Int32 index
| Improve this Doc View Source

ChangeWts(Double[], Double[])

original Pascal header was: Procedure ChangeWtsART2a(var index:word); {is my version of ART2_AMatchAndUpdateWts;}.

Declaration
public int ChangeWts(double[] IP, double[] OP)
Parameters
Type Name Description
Double[] IP
Double[] OP
Returns
Type Description
Int32
| Improve this Doc View Source

ClusterShapes(String)

Declaration
public static int[] ClusterShapes(string dataFname)
Parameters
Type Name Description
String dataFname
Returns
Type Description
Int32[]
| Improve this Doc View Source

ClusterWithART2a(Double[,])

Declaration
public static int[] ClusterWithART2a(double[, ] trainingData)
Parameters
Type Name Description
Double[,] trainingData
Returns
Type Description
Int32[]
| Improve this Doc View Source

ContrastEnhance(Double[])

Declaration
public double[] ContrastEnhance(double[] data)
Parameters
Type Name Description
Double[] data
Returns
Type Description
Double[]
| Improve this Doc View Source

CountCommittedF2Nodes()

Declaration
public int CountCommittedF2Nodes()
Returns
Type Description
Int32
| Improve this Doc View Source

GetOneIPVector(Int32, Double[,])

Declaration
public double[] GetOneIPVector(int sigID, double[, ] data)
Parameters
Type Name Description
Int32 sigID
Double[,] data
Returns
Type Description
Double[]
| Improve this Doc View Source

IndexOfFirstUncommittedNode()

returns -1 if all F2 nodes committed.

Declaration
public int IndexOfFirstUncommittedNode()
Returns
Type Description
Int32
| Improve this Doc View Source

IndexOfMaxF2Unit(Double[])

Declaration
public int IndexOfMaxF2Unit(double[] OP)
Parameters
Type Name Description
Double[] OP
Returns
Type Description
Int32
| Improve this Doc View Source

InitialiseArrays()

Declaration
public void InitialiseArrays()
| Improve this Doc View Source

NormaliseVector(Double[])

Declaration
public static double[] NormaliseVector(double[] data)
Parameters
Type Name Description
Double[] data
Returns
Type Description
Double[]
| Improve this Doc View Source

PropagateIPToF2(Double[])

Declaration
public double[] PropagateIPToF2(double[] IP)
Parameters
Type Name Description
Double[] IP
Returns
Type Description
Double[]
| Improve this Doc View Source

RandomizeNumberOrder(Int32)

Declaration
public static int[] RandomizeNumberOrder(int n)
Parameters
Type Name Description
Int32 n
Returns
Type Description
Int32[]
| Improve this Doc View Source

SetParameterValues(Double, Double, Double, Double)

Declaration
public void SetParameterValues(double alpha, double beta, double rho, double theta)
Parameters
Type Name Description
Double alpha
Double beta
Double rho
Double theta
| Improve this Doc View Source

TestNet(Double[,], Int32, Int32, Int32)

Declaration
public void TestNet(double[, ] dataArray, int simuNum, int repNum, int code)
Parameters
Type Name Description
Double[,] dataArray
Int32 simuNum
Int32 repNum
Int32 code
| Improve this Doc View Source

TrainNet(Double[,], Int32, Int32, Int32, Int32)

Declaration
public void TrainNet(double[, ] dataArray, int maxIter, int simuNum, int repNum, int code)
Parameters
Type Name Description
Double[,] dataArray
Int32 maxIter
Int32 simuNum
Int32 repNum
Int32 code
| Improve this Doc View Source

WriteParameters()

Declaration
public void WriteParameters()

Extension Methods