Hopfield model of neural network for pattern recognition

Bashir Magomedov

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6 Nov 2006GPL35 min read

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The article describes the Hopfield model of neural network.

hopfieldneuralnetwork_demo.zip
- HopfieldRecognizer
  - ABC
    - A.bmp
    - B.bmp
    - C.bmp
    - D.bmp
    - E.bmp
    - F.bmp
    - RandomState.bmp
    - SomeColorBitmap.bmp
  - app.config
  - bin
    - Debug
      - HopfieldNeuralNetwork.dll
      - HopfieldNeuralNetwork.xml
      - HopfieldRecognizer.exe
      - HopfieldRecognizer.exe.config
      - HopfieldRecognizer.vshost.exe
      - HopfieldRecognizer.vshost.exe.config
      - HopfiledRecognizer.vshost.exe.config
      - ImageMagnifier.dll
  - frmAddDistortion.cs
  - frmAddDistortion.Designer.cs
  - frmAddDistortion.resx
  - HopfieldNeuralNetwork.dll
  - HopfieldRecognizer.csproj
  - HopfieldRecognizer.sln
  - ImageMagnifier.dll
  - MainForm.cs
  - MainForm.Designer.cs
  - MainForm.resx
  - obj
    - Debug
      - build.force
      - Refactor
      - TempPE
        
        Properties.Resources.Designer.cs.dll
  - Program.cs
  - Properties
hopfieldneuralnetwork_src.zip
- HopfieldNeuralNetwork
  - bin
    - Debug
      - HopfieldNeuralNetwork.dll
      - HopfieldNeuralNetwork.XML
  - EnergyEventArgs.cs
  - HopfieldNeuralNetwork.csproj
  - NeuralNetwork.cs
  - Neuron.cs
  - Neuron
  - NeuronStates.cs
  - obj
    - Debug
      - Refactor
      - TempPE
  - Properties
    - AssemblyInfo.cs

<?xml version="1.0"?>
<doc>
    <assembly>
        <name>HopfieldNeuralNetwork</name>
    </assembly>
    <members>
    </members>
</doc>

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License

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

Written By

Bashir Magomedov

Software Developer (Senior)

United Kingdom

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

Hopfield model of neural network for pattern recognition

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