Click here to Skip to main content
12,296,174 members (63,710 online)
Click here to Skip to main content

Stats

125.5K views
7.7K downloads
101 bookmarked
Posted

Backpropagation Artificial Neural Network in C++

, 20 May 2008 GPL3
This article demonstrates a backpropagation artificial neural network console application with validation and test sets for performance estimation using uneven distribution metrics.
bin
ann1Dn.exe
dat
red.dat
red.hea
iris.nn
setosa_versi.dat
virgi.dat
void
src
Lib
LibNN
<?xml version="1.0" encoding="windows-1251"?>
<VisualStudioProject
	ProjectType="Visual C++"
	Version="8,00"
	Name="ann1Dn"
	ProjectGUID="{E75D9429-24D6-4D8E-A637-23D9C546A860}"
	RootNamespace="ann1Dn"
	Keyword="Win32Proj"
	>
	<Platforms>
		<Platform
			Name="Win32"
		/>
	</Platforms>
	<ToolFiles>
	</ToolFiles>
	<Configurations>
		<Configuration
			Name="Debug|Win32"
			OutputDirectory="Debug"
			IntermediateDirectory="Debug"
			ConfigurationType="1"
			InheritedPropertySheets="$(VCInstallDir)VCProjectDefaults\UpgradeFromVC71.vsprops"
			CharacterSet="1"
			>
			<Tool
				Name="VCPreBuildEventTool"
			/>
			<Tool
				Name="VCCustomBuildTool"
			/>
			<Tool
				Name="VCXMLDataGeneratorTool"
			/>
			<Tool
				Name="VCWebServiceProxyGeneratorTool"
			/>
			<Tool
				Name="VCMIDLTool"
			/>
			<Tool
				Name="VCCLCompilerTool"
				Optimization="0"
				PreprocessorDefinitions="WIN32;_DEBUG;_CONSOLE"
				MinimalRebuild="true"
				BasicRuntimeChecks="3"
				RuntimeLibrary="1"
				UsePrecompiledHeader="2"
				WarningLevel="3"
				Detect64BitPortabilityProblems="true"
				DebugInformationFormat="4"
			/>
			<Tool
				Name="VCManagedResourceCompilerTool"
			/>
			<Tool
				Name="VCResourceCompilerTool"
			/>
			<Tool
				Name="VCPreLinkEventTool"
			/>
			<Tool
				Name="VCLinkerTool"
				OutputFile="$(OutDir)/ann1Dn.exe"
				LinkIncremental="2"
				GenerateDebugInformation="true"
				ProgramDatabaseFile="$(OutDir)/ann1Dn.pdb"
				SubSystem="1"
				TargetMachine="1"
			/>
			<Tool
				Name="VCALinkTool"
			/>
			<Tool
				Name="VCManifestTool"
			/>
			<Tool
				Name="VCXDCMakeTool"
			/>
			<Tool
				Name="VCBscMakeTool"
			/>
			<Tool
				Name="VCFxCopTool"
			/>
			<Tool
				Name="VCAppVerifierTool"
			/>
			<Tool
				Name="VCWebDeploymentTool"
			/>
			<Tool
				Name="VCPostBuildEventTool"
			/>
		</Configuration>
		<Configuration
			Name="Release|Win32"
			OutputDirectory="Release"
			IntermediateDirectory="Release"
			ConfigurationType="1"
			InheritedPropertySheets="$(VCInstallDir)VCProjectDefaults\UpgradeFromVC71.vsprops"
			CharacterSet="1"
			WholeProgramOptimization="1"
			>
			<Tool
				Name="VCPreBuildEventTool"
			/>
			<Tool
				Name="VCCustomBuildTool"
			/>
			<Tool
				Name="VCXMLDataGeneratorTool"
			/>
			<Tool
				Name="VCWebServiceProxyGeneratorTool"
			/>
			<Tool
				Name="VCMIDLTool"
			/>
			<Tool
				Name="VCCLCompilerTool"
				InlineFunctionExpansion="2"
				FavorSizeOrSpeed="1"
				PreprocessorDefinitions="WIN32;NDEBUG;_CONSOLE"
				RuntimeLibrary="0"
				UsePrecompiledHeader="2"
				WarningLevel="3"
				Detect64BitPortabilityProblems="true"
				DebugInformationFormat="3"
			/>
			<Tool
				Name="VCManagedResourceCompilerTool"
			/>
			<Tool
				Name="VCResourceCompilerTool"
			/>
			<Tool
				Name="VCPreLinkEventTool"
			/>
			<Tool
				Name="VCLinkerTool"
				OutputFile="$(OutDir)/ann1Dn.exe"
				LinkIncremental="1"
				GenerateDebugInformation="true"
				SubSystem="1"
				OptimizeReferences="2"
				EnableCOMDATFolding="2"
				TargetMachine="1"
			/>
			<Tool
				Name="VCALinkTool"
			/>
			<Tool
				Name="VCManifestTool"
			/>
			<Tool
				Name="VCXDCMakeTool"
			/>
			<Tool
				Name="VCBscMakeTool"
			/>
			<Tool
				Name="VCFxCopTool"
			/>
			<Tool
				Name="VCAppVerifierTool"
			/>
			<Tool
				Name="VCWebDeploymentTool"
			/>
			<Tool
				Name="VCPostBuildEventTool"
			/>
		</Configuration>
	</Configurations>
	<References>
	</References>
	<Files>
		<Filter
			Name="Source Files"
			Filter="cpp;c;cxx;def;odl;idl;hpj;bat;asm;asmx"
			UniqueIdentifier="{4FC737F1-C7A5-4376-A066-2A32D752A2FF}"
			>
			<File
				RelativePath=".\ann1Dn.cpp"
				>
			</File>
			<File
				RelativePath=".\stdafx.cpp"
				>
				<FileConfiguration
					Name="Debug|Win32"
					>
					<Tool
						Name="VCCLCompilerTool"
						UsePrecompiledHeader="1"
					/>
				</FileConfiguration>
				<FileConfiguration
					Name="Release|Win32"
					>
					<Tool
						Name="VCCLCompilerTool"
						UsePrecompiledHeader="1"
					/>
				</FileConfiguration>
			</File>
			<File
				RelativePath=".\trace.cpp"
				>
			</File>
		</Filter>
		<Filter
			Name="Header Files"
			Filter="h;hpp;hxx;hm;inl;inc;xsd"
			UniqueIdentifier="{93995380-89BD-4b04-88EB-625FBE52EBFB}"
			>
			<File
				RelativePath=".\stdafx.h"
				>
			</File>
			<File
				RelativePath=".\trace.h"
				>
			</File>
		</Filter>
		<Filter
			Name="Resource Files"
			Filter="rc;ico;cur;bmp;dlg;rc2;rct;bin;rgs;gif;jpg;jpeg;jpe;resx"
			UniqueIdentifier="{67DA6AB6-F800-4c08-8B7A-83BB121AAD01}"
			>
		</Filter>
		<Filter
			Name="Lib"
			>
			<File
				RelativePath=".\Lib\signal.cpp"
				>
			</File>
			<File
				RelativePath=".\Lib\signal.h"
				>
			</File>
		</Filter>
		<Filter
			Name="LibNN"
			>
			<File
				RelativePath=".\LibNN\network.cpp"
				>
			</File>
			<File
				RelativePath=".\LibNN\network.h"
				>
			</File>
			<File
				RelativePath=".\LibNN\neuron.cpp"
				>
			</File>
			<File
				RelativePath=".\LibNN\neuron.h"
				>
			</File>
		</Filter>
		<File
			RelativePath=".\ReadMe.txt"
			>
		</File>
	</Files>
	<Globals>
	</Globals>
</VisualStudioProject>

By viewing downloads associated with this article you agree to the Terms of Service and the article's licence.

If a file you wish to view isn't highlighted, and is a text file (not binary), please let us know and we'll add colourisation support for it.

License

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

Share

About the Author

Chesnokov Yuriy
Engineer
Russian Federation Russian Federation
Highly skilled Engineer with 14 years of experience in academia, R&D and commercial product development supporting full software life-cycle from idea to implementation and further support. During my academic career I was able to succeed in MIT Computers in Cardiology 2006 international challenge, as a R&D and SW engineer gain CodeProject MVP, find algorithmic solutions to quickly resolve tough customer problems to pass product requirements in tight deadlines. My key areas of expertise involve Object-Oriented
Analysis and Design OOAD, OOP, machine learning, natural language processing, face recognition, computer vision and image processing, wavelet analysis, digital signal processing in cardiology.

You may also be interested in...

| Advertise | Privacy | Terms of Use | Mobile
Web02 | 2.8.160525.2 | Last Updated 20 May 2008
Article Copyright 2007 by Chesnokov Yuriy
Everything else Copyright © CodeProject, 1999-2016
Layout: fixed | fluid