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文件名称:neuro_src_CSharp

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    2012-11-16
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一个神经网络计算的库,实现几个通用神经网络体系和训练方法,自识别图,弹性网络等.like Back Propagation, Kohonen Self-Organizing Map, Elastic Network, Delta Rule Learning, and Perceptron Learning.-In this article, a C# library for neural network computations is described. The library implements several popular neural network architectures and their training algorithms, like Back Propagation, Kohonen Self-Organizing Map, Elastic Network, Delta Rule Learning, and Perceptron Learning. The usage of the library is demonstrated on several samples:



• Classification (one-layer neural network trained with perceptron learning algorithms) 

• Approximation (multi-layer neural network trained with back propagation learning algorithm) 

• Time Series Prediction (multi-layer neural network trained with back propagation learning algorithm) 

• Color Clusterization (Kohonen Self-Organizing Map) 

• Traveling Salesman Problem (Elastic Network).
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下载文件列表

neuro_src_C#/Docs/AForge.Core.chm
neuro_src_C#/Docs/AForge.Neuro.chm
neuro_src_C#/Release/AForge.Controls.dll
neuro_src_C#/Release/AForge.dll
neuro_src_C#/Release/AForge.Neuro.dll
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/App.ico
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/Approximation.csproj
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/Approximation.sln
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/Data Samples/sample1.csv
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/Data Samples/sample2.csv
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/MainForm.cs
neuro_src_C#/Samples/Neuro/Back Propagation/Approximation/MainForm.resx
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/App.ico
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/Data Samples/exponent.csv
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/Data Samples/growing sinusoid.csv
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/Data Samples/parabola.csv
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/Data Samples/sigmoid.csv
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/Data Samples/sinusoid.csv
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/MainForm.cs
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/MainForm.resx
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/TimeSeries.csproj
neuro_src_C#/Samples/Neuro/Back Propagation/TimeSeries/TimeSeries.sln
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/App.ico
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/MainForm.cs
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/MainForm.resx
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/XORProblem.csproj
neuro_src_C#/Samples/Neuro/Back Propagation/XORProblem/XORProblem.sln
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/App.ico
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Classifier.csproj
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Classifier.sln
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Data Samples/and.csv
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Data Samples/cube.csv
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Data Samples/or.csv
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Data Samples/sample1.csv
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/Data Samples/sample2.csv
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/MainForm.cs
neuro_src_C#/Samples/Neuro/Simple/Delta Rule Learning/MainForm.resx
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/App.ico
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/Classifier.csproj
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/Classifier.sln
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/Data Samples/sample1.csv
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/Data Samples/sample2.csv
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/MainForm.cs
neuro_src_C#/Samples/Neuro/Simple/One-Layer Perceptron Classifier/MainForm.resx
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/App.ico
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/Classifier.csproj
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/Classifier.sln
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/Data Samples/and.csv
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/Data Samples/cube.csv
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/Data Samples/or.csv
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/MainForm.cs
neuro_src_C#/Samples/Neuro/Simple/Perceptron Classifier/MainForm.resx
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/2DOrganizing.csproj
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/2DOrganizing.sln
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/App.ico
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/BufferedPanel.cs
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/MainForm.cs
neuro_src_C#/Samples/Neuro/SOM/2DOrganizing/MainForm.resx
neuro_src_C#/Samples/Neuro/SOM/Color/App.ico
neuro_src_C#/Samples/Neuro/SOM/Color/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/SOM/Color/BufferedPanel.cs
neuro_src_C#/Samples/Neuro/SOM/Color/Color.csproj
neuro_src_C#/Samples/Neuro/SOM/Color/Color.sln
neuro_src_C#/Samples/Neuro/SOM/Color/MainForm.cs
neuro_src_C#/Samples/Neuro/SOM/Color/MainForm.resx
neuro_src_C#/Samples/Neuro/SOM/TSP/App.ico
neuro_src_C#/Samples/Neuro/SOM/TSP/AssemblyInfo.cs
neuro_src_C#/Samples/Neuro/SOM/TSP/MainForm.cs
neuro_src_C#/Samples/Neuro/SOM/TSP/MainForm.resx
neuro_src_C#/Samples/Neuro/SOM/TSP/TSP.csproj
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