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Hopfield model of neural network for pattern recognition

By , 6 Nov 2006
 
hopfieldneuralnetwork_demo.zip
HopfieldRecognizer
ABC
A.bmp
B.bmp
C.bmp
D.bmp
E.bmp
F.bmp
RandomState.bmp
SomeColorBitmap.bmp
bin
Debug
HopfieldNeuralNetwork.dll
HopfieldRecognizer.exe
HopfieldRecognizer.vshost.exe
ImageMagnifier.dll
HopfieldNeuralNetwork.dll
ImageMagnifier.dll
obj
Debug
build.force
Refactor
TempPE
Properties.Resources.Designer.cs.dll
Properties
Settings.settings
hopfieldneuralnetwork_src.zip
HopfieldNeuralNetwork
bin
Debug
HopfieldNeuralNetwork.dll
Neuron
obj
Debug
Refactor
TempPE
Properties
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    <RootNamespace>HopfieldRecognizer</RootNamespace>
    <AssemblyName>HopfieldRecognizer</AssemblyName>
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    <DebugType>full</DebugType>
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    <DebugType>pdbonly</DebugType>
    <Optimize>true</Optimize>
    <OutputPath>bin\Release\</OutputPath>
    <DefineConstants>TRACE</DefineConstants>
    <ErrorReport>prompt</ErrorReport>
    <WarningLevel>4</WarningLevel>
  </PropertyGroup>
  <ItemGroup>
    <Reference Include="System" />
    <Reference Include="System.Data" />
    <Reference Include="System.Deployment" />
    <Reference Include="System.Drawing" />
    <Reference Include="System.Windows.Forms" />
    <Reference Include="System.Xml" />
  </ItemGroup>
  <ItemGroup>
    <Compile Include="frmAddDistortion.cs">
      <SubType>Form</SubType>
    </Compile>
    <Compile Include="frmAddDistortion.Designer.cs">
      <DependentUpon>frmAddDistortion.cs</DependentUpon>
    </Compile>
    <Compile Include="MainForm.cs">
      <SubType>Form</SubType>
    </Compile>
    <Compile Include="MainForm.Designer.cs">
      <DependentUpon>MainForm.cs</DependentUpon>
    </Compile>
    <Compile Include="Program.cs" />
    <Compile Include="Properties\AssemblyInfo.cs" />
    <EmbeddedResource Include="frmAddDistortion.resx">
      <SubType>Designer</SubType>
      <DependentUpon>frmAddDistortion.cs</DependentUpon>
    </EmbeddedResource>
    <EmbeddedResource Include="MainForm.resx">
      <SubType>Designer</SubType>
      <DependentUpon>MainForm.cs</DependentUpon>
    </EmbeddedResource>
    <EmbeddedResource Include="Properties\Resources.resx">
      <Generator>ResXFileCodeGenerator</Generator>
      <LastGenOutput>Resources.Designer.cs</LastGenOutput>
      <SubType>Designer</SubType>
    </EmbeddedResource>
    <Compile Include="Properties\Resources.Designer.cs">
      <AutoGen>True</AutoGen>
      <DependentUpon>Resources.resx</DependentUpon>
      <DesignTime>True</DesignTime>
    </Compile>
    <None Include="app.config" />
    <None Include="Properties\Settings.settings">
      <Generator>SettingsSingleFileGenerator</Generator>
      <LastGenOutput>Settings.Designer.cs</LastGenOutput>
    </None>
    <Compile Include="Properties\Settings.Designer.cs">
      <AutoGen>True</AutoGen>
      <DependentUpon>Settings.settings</DependentUpon>
      <DesignTimeSharedInput>True</DesignTimeSharedInput>
    </Compile>
  </ItemGroup>
  <ItemGroup>
    <ProjectReference Include="..\HopfieldNeuralNetwork\HopfieldNeuralNetwork.csproj">
      <Project>{50A0B132-215A-4FEE-A167-0ED6D7930B56}</Project>
      <Name>HopfieldNeuralNetwork</Name>
    </ProjectReference>
    <ProjectReference Include="..\ImageMagnifier\ImageMagnifier.csproj">
      <Project>{4A5046E9-F9FC-40E4-B81D-49B3DE45E6B7}</Project>
      <Name>ImageMagnifier</Name>
    </ProjectReference>
  </ItemGroup>
  <ItemGroup>
    <Content Include="ABC\A.bmp" />
    <Content Include="ABC\B.bmp" />
    <Content Include="ABC\C.bmp" />
    <Content Include="ABC\D.bmp" />
    <Content Include="ABC\E.bmp" />
    <Content Include="ABC\F.bmp" />
    <Content Include="ABC\RandomState.bmp" />
    <Content Include="ABC\SomeColorBitmap.bmp" />
  </ItemGroup>
  <Import Project="$(MSBuildBinPath)\Microsoft.CSharp.targets" />
  <!-- To modify your build process, add your task inside one of the targets below and uncomment it. 
       Other similar extension points exist, see Microsoft.Common.targets.
  <Target Name="BeforeBuild">
  </Target>
  <Target Name="AfterBuild">
  </Target>
  -->
</Project>

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License

This article, along with any associated source code and files, is licensed under The GNU General Public License (GPLv3)

About the Author

Bashir Magomedov
Software Developer (Senior)
United Kingdom United Kingdom
Member
Work: HSBC (http://www.hsbc.co.uk/).
Regalia: PhD in CS, MCAD, MCPD: Web Developer, MCTS: .Net Framework 2.0., 3.5.
Interests: Programming, artificial intelligence, C#, .NET, HTML5, ASP.NET, SQL, LINQ.
Marital Status: Married, daughter
Blog: http://www.magomedov.co.uk

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