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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

By , 21 Oct 2009
 
brainnet_src.zip
BrainNet.sln
BrainNet.suo
BrainNetIntro
NeuralGate
AssemblyInfo.vb
DigitalNeuralGate.vb
frmGate.resx
frmGate.vb
NeuralGate.vbproj
NeuralGate.vbproj.user
NeuralGate.xml
PatternDetector
AssemblyInfo.vb
frmMain.resx
frmMain.vb
PatternDetector.vbproj
PatternDetector.vbproj.user
PatternDetector.xml
PatternDraw.resx
PatternDraw.vb
TestImages
a1.bmp
b1.bmp
b2.bmp
c1.bmp
c2.bmp
D.bmp
D1.bmp
D2.bmp
E1.bmp
E2.bmp
Thumbs.db
Doc
Documentation.chm
Framework
AssemblyInfo.vb
BackPropNetworkFactory.vb
BackPropNeuronStrategy.vb
BrainNet.NeuralFramework.xml
BrainNet.suo
ImageProcessingHelper.vb
INetworkFactory.vb
INeuralNetwork.vb
INeuron.vb
INeuronStrategy.vb
NetworkDataModel
Network.vb
Network.xsd
Network.xsx
NeuralXML.vb
NeuralXML.xsd
NeuralXML.xsx
NetworkHelper.vb
NetworkIO.xsd
NetworkIO.xsx
NetworkSerializer.vb
NeuralFramework.vbproj
NeuralFramework.vbproj.user
NeuralFrameworkException.vb
NeuralNetwork.vb
NeuralNetworkCollection.vb
Neuron.vb
NeuronCollection.vb
NeuronConnections.vb
NeuronLayer.vb
NeuronLayerCollection.vb
NXMLInterpreter.vb
PatternProcessingHelper.vb
TrainingData.vb
TrainingDataCollection.vb
UtilityModule.vb
nxml
AssemblyInfo.vb
Nxml.vb
nxml.vbproj
nxml.vbproj.user
nxml.xml
Samples
HandWriting
AssemblyInfo.vb
frmHandWriting.resx
frmHandWriting.vb
frmPatternDetection.resx
frmPatternDetection.vb
frmWriteDetection.resx
frmWriteDetection.vb
HandWriting.sln
HandWriting.suo
HandWriting.vbproj
HandWriting.vbproj.user
HandWriting.xml
PatternGrid.resx
PatternGrid.vb
 
<?xml version="1.0" encoding="utf-8" ?> 
<xs:schema targetNamespace="http://tempuri.org/XMLSchema.xsd"
                  elementFormDefault="qualified"
                  xmlns="http://tempuri.org/XMLSchema.xsd"
                  xmlns:mstns="http://tempuri.org/XMLSchema.xsd"
                  xmlns:xs="http://www.w3.org/2001/XMLSchema">
</xs:schema>

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About the Author

Anoop Madhusudanan
Architect
India India
Microsoft MVP | Architect, Trainer Blogger, Speaker | Exp in Silverlight, WPF, ASP.NET, Cloud | R&D in UX, AI, HDI, GA | Husband, Son, Father.

Follow: I'm In Twitter @amazedsaint | Blog: http://amazedsaint.com
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About Article
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.
Type Article
Licence CPOL
First Posted 4 Jun 2006
Views 171,880
Downloads 3,651
Bookmarked 326 times

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