文件名称:neuro_src_CSharp
- 所属分类：
- 人工智能/神经网络/遗传算法
- 资源属性：
- [Windows] [Visual.Net] [源码]
- 上传时间：
- 2012-11-26
- 文件大小：
- 237kb
- 下载次数：
- 0次
- 提 供 者：
- cal****
- 相关连接：
- 无
- 下载说明：
- 别用迅雷下载，失败请重下，重下不扣分！
介绍说明－－下载内容均来自于网络，请自行研究使用
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).
• 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).
(系统自动生成,下载前可以参看下载内容)
下载文件列表
neuro_src_C#\Docs\AForge.Core.chm
............\....\AForge.Neuro.chm
............\Release\AForge.Controls.dll
............\.......\AForge.dll
............\.......\AForge.Neuro.dll
............\Samples\Neuro\Back Propagation\Approximation\App.ico
............\.......\.....\................\.............\Approximation.csproj
............\.......\.....\................\.............\Approximation.sln
............\.......\.....\................\.............\AssemblyInfo.cs
............\.......\.....\................\.............\Data Samples\sample1.csv
............\.......\.....\................\.............\............\sample2.csv
............\.......\.....\................\.............\MainForm.cs
............\.......\.....\................\.............\MainForm.resx
............\.......\.....\................\TimeSeries\App.ico
............\.......\.....\................\..........\AssemblyInfo.cs
............\.......\.....\................\..........\Data Samples\exponent.csv
............\.......\.....\................\..........\............\growing sinusoid.csv
............\.......\.....\................\..........\............\parabola.csv
............\.......\.....\................\..........\............\sigmoid.csv
............\.......\.....\................\..........\............\sinusoid.csv
............\.......\.....\................\..........\MainForm.cs
............\.......\.....\................\..........\MainForm.resx
............\.......\.....\................\..........\TimeSeries.csproj
............\.......\.....\................\..........\TimeSeries.sln
............\.......\.....\................\XORProblem\App.ico
............\.......\.....\................\..........\AssemblyInfo.cs
............\.......\.....\................\..........\MainForm.cs
............\.......\.....\................\..........\MainForm.resx
............\.......\.....\................\..........\XORProblem.csproj
............\.......\.....\................\..........\XORProblem.sln
............\.......\.....\Simple\Delta Rule Learning\App.ico
............\.......\.....\......\...................\AssemblyInfo.cs
............\.......\.....\......\...................\Classifier.csproj
............\.......\.....\......\...................\Classifier.sln
............\.......\.....\......\...................\Data Samples\and.csv
............\.......\.....\......\...................\............\cube.csv
............\.......\.....\......\...................\............\or.csv
............\.......\.....\......\...................\............\sample1.csv
............\.......\.....\......\...................\............\sample2.csv
............\.......\.....\......\...................\MainForm.cs
............\.......\.....\......\...................\MainForm.resx
............\.......\.....\......\One-Layer Perceptron Classifier\App.ico
............\.......\.....\......\...............................\AssemblyInfo.cs
............\.......\.....\......\...............................\Classifier.csproj
............\.......\.....\......\...............................\Classifier.sln
............\.......\.....\......\...............................\Data Samples\sample1.csv
............\.......\.....\......\...............................\............\sample2.csv
............\.......\.....\......\...............................\MainForm.cs
............\.......\.....\......\...............................\MainForm.resx
............\.......\.....\......\Perceptron Classifier\App.ico
............\.......\.....\......\.....................\AssemblyInfo.cs
............\.......\.....\......\.....................\Classifier.csproj
............\.......\.....\......\.....................\Classifier.sln
............\.......\.....\......\.....................\Data Samples\and.csv
............\.......\.....\......\.....................\............\cube.csv
............\.......\.....\......\.....................\............\or.csv
............\.......\.....\......\.....................\MainForm.cs
............\.......\.....\......\..........
............\....\AForge.Neuro.chm
............\Release\AForge.Controls.dll
............\.......\AForge.dll
............\.......\AForge.Neuro.dll
............\Samples\Neuro\Back Propagation\Approximation\App.ico
............\.......\.....\................\.............\Approximation.csproj
............\.......\.....\................\.............\Approximation.sln
............\.......\.....\................\.............\AssemblyInfo.cs
............\.......\.....\................\.............\Data Samples\sample1.csv
............\.......\.....\................\.............\............\sample2.csv
............\.......\.....\................\.............\MainForm.cs
............\.......\.....\................\.............\MainForm.resx
............\.......\.....\................\TimeSeries\App.ico
............\.......\.....\................\..........\AssemblyInfo.cs
............\.......\.....\................\..........\Data Samples\exponent.csv
............\.......\.....\................\..........\............\growing sinusoid.csv
............\.......\.....\................\..........\............\parabola.csv
............\.......\.....\................\..........\............\sigmoid.csv
............\.......\.....\................\..........\............\sinusoid.csv
............\.......\.....\................\..........\MainForm.cs
............\.......\.....\................\..........\MainForm.resx
............\.......\.....\................\..........\TimeSeries.csproj
............\.......\.....\................\..........\TimeSeries.sln
............\.......\.....\................\XORProblem\App.ico
............\.......\.....\................\..........\AssemblyInfo.cs
............\.......\.....\................\..........\MainForm.cs
............\.......\.....\................\..........\MainForm.resx
............\.......\.....\................\..........\XORProblem.csproj
............\.......\.....\................\..........\XORProblem.sln
............\.......\.....\Simple\Delta Rule Learning\App.ico
............\.......\.....\......\...................\AssemblyInfo.cs
............\.......\.....\......\...................\Classifier.csproj
............\.......\.....\......\...................\Classifier.sln
............\.......\.....\......\...................\Data Samples\and.csv
............\.......\.....\......\...................\............\cube.csv
............\.......\.....\......\...................\............\or.csv
............\.......\.....\......\...................\............\sample1.csv
............\.......\.....\......\...................\............\sample2.csv
............\.......\.....\......\...................\MainForm.cs
............\.......\.....\......\...................\MainForm.resx
............\.......\.....\......\One-Layer Perceptron Classifier\App.ico
............\.......\.....\......\...............................\AssemblyInfo.cs
............\.......\.....\......\...............................\Classifier.csproj
............\.......\.....\......\...............................\Classifier.sln
............\.......\.....\......\...............................\Data Samples\sample1.csv
............\.......\.....\......\...............................\............\sample2.csv
............\.......\.....\......\...............................\MainForm.cs
............\.......\.....\......\...............................\MainForm.resx
............\.......\.....\......\Perceptron Classifier\App.ico
............\.......\.....\......\.....................\AssemblyInfo.cs
............\.......\.....\......\.....................\Classifier.csproj
............\.......\.....\......\.....................\Classifier.sln
............\.......\.....\......\.....................\Data Samples\and.csv
............\.......\.....\......\.....................\............\cube.csv
............\.......\.....\......\.....................\............\or.csv
............\.......\.....\......\.....................\MainForm.cs
............\.......\.....\......\..........