neuro_src_CSharp
所属分类：人工智能/神经网络/深度学习
开发工具：C#
文件大小：237KB
下载次数：35
上传日期：2011-11-17 17:51:28
上 传 者：
calford
说明： 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).)
文件列表:
neuro_src_C#\Docs\AForge.Core.chm (25927, 2006-11-14)
neuro_src_C#\Docs\AForge.Neuro.chm (95541, 2006-11-14)
neuro_src_C#\Release\AForge.Controls.dll (20480, 2006-11-18)
neuro_src_C#\Release\AForge.dll (16384, 2006-11-18)
neuro_src_C#\Release\AForge.Neuro.dll (28672, 2006-11-18)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\App.ico (1078, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\Approximation.csproj (5341, 2006-11-18)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\Approximation.sln (911, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\AssemblyInfo.cs (2426, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\Data Samples\sample1.csv (50, 2006-11-13)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\Data Samples\sample2.csv (46, 2006-11-13)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\MainForm.cs (22120, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\Approximation\MainForm.resx (24139, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\App.ico (1078, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\AssemblyInfo.cs (2426, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\Data Samples\exponent.csv (394, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\Data Samples\growing sinusoid.csv (387, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\Data Samples\parabola.csv (306, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\Data Samples\sigmoid.csv (344, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\Data Samples\sinusoid.csv (336, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\MainForm.cs (27697, 2006-11-14)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\MainForm.resx (27076, 2006-11-13)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\TimeSeries.csproj (5335, 2006-11-18)
neuro_src_C#\Samples\Neuro\Back Propagation\TimeSeries\TimeSeries.sln (905, 2006-11-12)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\App.ico (1078, 2006-11-11)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\AssemblyInfo.cs (2426, 2006-11-11)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\MainForm.cs (18208, 2006-11-11)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\MainForm.resx (20011, 2006-11-11)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\XORProblem.csproj (5335, 2006-11-18)
neuro_src_C#\Samples\Neuro\Back Propagation\XORProblem\XORProblem.sln (905, 2006-11-11)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\App.ico (1078, 2006-11-06)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\AssemblyInfo.cs (2426, 2006-11-06)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Classifier.csproj (5324, 2006-11-08)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Classifier.sln (905, 2006-11-08)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Data Samples\and.csv (28, 2006-11-13)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Data Samples\cube.csv (72, 2006-11-13)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Data Samples\or.csv (28, 2006-11-13)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Data Samples\sample1.csv (159, 2006-11-13)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\Data Samples\sample2.csv (220, 2006-11-13)
neuro_src_C#\Samples\Neuro\Simple\Delta Rule Learning\MainForm.cs (30525, 2006-11-06)
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