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Designing And Implementing A Neural Network Library For Handwriting Detection, Image Analysis etc.- The BrainNet Library - Full Code, Simplified Theory, Full Illustration, And Examples

, 21 Oct 2009 CPOL
This article will explain the actual concepts and implementation of Backward Propagation Neural Networks very easily - see project code and samples, like a simple pattern detector, a hand writing detection pad, an xml based neural network processing language etc in the source zip.
BrainNetIntro
NeuralGate
NeuralGate.vbproj.user
PatternDetector
PatternDetector.vbproj.user
TestImages
a1.bmp
b1.bmp
b2.bmp
c1.bmp
c2.bmp
D.bmp
D1.bmp
D2.bmp
E1.bmp
E2.bmp
Thumbs.db
Framework
BrainNet.suo
NetworkDataModel
Network.xsx
NeuralXML.xsx
NetworkIO.xsx
NeuralFramework.vbproj.user
nxml
nxml.vbproj.user
BrainNet.suo
Doc
Documentation.chm
Samples
HandWriting
HandWriting.suo
HandWriting.vbproj.user
'------------------------------------------------------------------
' License Notice:
'------------------------------------------------------------------
' All Rights Reserved - Anoop Madhusudanan, 
' Mail: amazedsaint@gmail.com
' Website: http://amazedsaint.blogspot.com

' See my articles about BrainNet at 
' http://amazedsaint-articles.blogspot.com for details
'
' You can use this code (or part of it), for non 
' commercial and academic uses, as long as 
'   - You are keeping this notice along with it
'   - You are not making any profit out of this
'------------------------------------------------------------------

'''<summary>
'''This class provides a vector consists of inputs and outputs, for training
''' the network
'''</summary>
Public Class TrainingData

    Private _inputs As New ArrayList()
    Private _outputs As New ArrayList()

    Public ReadOnly Property Inputs() As ArrayList
        Get
            Return _inputs
        End Get
    End Property

    Public ReadOnly Property Outputs() As ArrayList
        Get
            Return _outputs
        End Get
    End Property

    Public Sub New()
        _inputs = New ArrayList()
        _outputs = New ArrayList()
    End Sub

    Public Sub New(ByVal input As ArrayList, ByVal output As ArrayList)
        _inputs = input
        _outputs = output
    End Sub



End Class

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