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Posted 19 Nov 2006
Licenced GPL3

Neural Networks on C#

, 19 Nov 2006
The articles describes a C# library for neural network computations, and their application for several problem solving.
neuro_demo.zip
neuro_demo
Back Propagation
Approximation
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
Approximation.exe
Data Samples
sample1.csv
sample2.csv
TimeSeries
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
Data Samples
exponent.csv
growing sinusoid.csv
parabola.csv
sigmoid.csv
sinusoid.csv
TimeSeries.exe
XORProblem
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
XORProblem.exe
Simple
Delta Rule Learning
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
Classifier.exe
Data Samples
and.csv
cube.csv
or.csv
sample1.csv
sample2.csv
One-Layer Perceptron Classifier
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
Classifier.exe
Data Samples
sample1.csv
sample2.csv
Perceptron Classifier
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
Classifier.exe
Data Samples
and.csv
cube.csv
or.csv
SOM
2DOrganizing
2DOrganizing.exe
AForge.dll
AForge.Neuro.dll
Color
AForge.dll
AForge.Neuro.dll
Color.exe
TSP
AForge.Controls.dll
AForge.dll
AForge.Neuro.dll
TSP.exe
neuro_src.zip
neuro_src
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
MainForm.resx
SOM
2DOrganizing
2DOrganizing.csproj
2DOrganizing.sln
App.ico
AssemblyInfo.cs
BufferedPanel.cs
MainForm.cs
MainForm.resx
Color
App.ico
AssemblyInfo.cs
BufferedPanel.cs
Color.csproj
Color.sln
MainForm.cs
MainForm.resx
TSP
App.ico
AssemblyInfo.cs
MainForm.cs
MainForm.resx
TSP.csproj
TSP.sln
Sources
AForge.sln
Controls
AssemblyInfo.cs
Chart.cs
Chart.resx
Controls.csproj
Controls.sln
Copyright.txt
Version.txt
Core
AssemblyInfo.cs
Copyright.txt
Core.csproj
Core.sln
DoubleRange.cs
IntRange.cs
PolishExpression.cs
Version.txt
Neuro
Activation Functions
BipolarSigmoidFunction.cs
IActivationFunction.cs
SigmoidFunction.cs
ThresholdFunction.cs
AssemblyInfo.cs
Copyright.txt
Images
sigmoid.bmp
sigmoid_bipolar.bmp
threshold.bmp
Layers
ActivationLayer.cs
DistanceLayer.cs
Layer.cs
Learning
BackPropagationLearning.cs
DeltaRuleLearning.cs
ElasticNetworkLearning.cs
ISupervisedLearning.cs
IUnsupervisedLearning.cs
PerceptronLearning.cs
SOMLearning.cs
Networks
ActivationNetwork.cs
DistanceNetwork.cs
Network.cs
Neuro.csproj
Neuro.sln
Neurons
ActivationNeuron.cs
DistanceNeuron.cs
Neuron.cs
Version.txt
 
2
2.327
2.618
2.841
2.972
2.995
2.909
2.723
2.457
2.141
1.809
1.499
1.243
1.071
1.001
1.041
1.187
1.422
1.721
2.05
2.374
2.657
2.867
2.983
2.989
2.887
2.688
2.412
2.091
1.76
1.456
1.211
1.054
1
1.057
1.217
1.463
1.769
2.1
2.42
2.694
2.891
2.991
2.981
2.863
2.65
2.366
2.041
1.712
1.415

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

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About the Author

Andrew Kirillov
Software Developer IBM
United Kingdom United Kingdom
Started software development at about 15 years old and it seems like now it lasts most part of my life. Fortunately did not spend too much time with Z80 and BK0010 and switched to 8086 and further. Similar with programming languages – luckily managed to get away from BASIC and Pascal to things like Assembler, C, C++ and then C#. Apart from daily programming for food, do it also for hobby, where mostly enjoy areas like Computer Vision, Robotics and AI. This led to some open source stuff like AForge.NET and not so open Computer Vision Sandbox.

Going out of computers I am just a man loving his family, enjoying travelling, a bit of books, a bit of movies and a mixture of everything else. Always wanted to learn playing guitar, but it seems like 6 strings are much harder than few dozens of keyboard’s keys. Will keep progressing ...

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