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Self-Organizing Feature Maps (Kohonen maps)

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7 Nov 2006GPL38 min read 162.7K   11.3K   98  
The article describes Self-Organizing Feature Maps. Theory and code realization are provided.
//------------------------------------------------------------------------------
// <auto-generated>
//     This code was generated by a tool.
//     Runtime Version:2.0.50727.42
//
//     Changes to this file may cause incorrect behavior and will be lost if
//     the code is regenerated.
// </auto-generated>
//------------------------------------------------------------------------------

namespace SOFMTest.Properties {
    
    
    [global::System.Runtime.CompilerServices.CompilerGeneratedAttribute()]
    [global::System.CodeDom.Compiler.GeneratedCodeAttribute("Microsoft.VisualStudio.Editors.SettingsDesigner.SettingsSingleFileGenerator", "8.0.0.0")]
    internal sealed partial class Settings : global::System.Configuration.ApplicationSettingsBase {
        
        private static Settings defaultInstance = ((Settings)(global::System.Configuration.ApplicationSettingsBase.Synchronized(new Settings())));
        
        public static Settings Default {
            get {
                return defaultInstance;
            }
        }
        
        [global::System.Configuration.ApplicationScopedSettingAttribute()]
        [global::System.Diagnostics.DebuggerNonUserCodeAttribute()]
        [global::System.Configuration.DefaultSettingValueAttribute("1000")]
        public int MaximalNumberOfNeurons {
            get {
                return ((int)(this["MaximalNumberOfNeurons"]));
            }
        }
        
        [global::System.Configuration.ApplicationScopedSettingAttribute()]
        [global::System.Diagnostics.DebuggerNonUserCodeAttribute()]
        [global::System.Configuration.DefaultSettingValueAttribute("10000")]
        public int MaximalNumberOfIterations {
            get {
                return ((int)(this["MaximalNumberOfIterations"]));
            }
        }
        
        [global::System.Configuration.UserScopedSettingAttribute()]
        [global::System.Diagnostics.DebuggerNonUserCodeAttribute()]
        [global::System.Configuration.DefaultSettingValueAttribute("1E-09")]
        public double MinimalEpsilon {
            get {
                return ((double)(this["MinimalEpsilon"]));
            }
            set {
                this["MinimalEpsilon"] = value;
            }
        }
        
        [global::System.Configuration.UserScopedSettingAttribute()]
        [global::System.Diagnostics.DebuggerNonUserCodeAttribute()]
        [global::System.Configuration.DefaultSettingValueAttribute("0.1")]
        public double MaximalEpsilon {
            get {
                return ((double)(this["MaximalEpsilon"]));
            }
            set {
                this["MaximalEpsilon"] = value;
            }
        }
    }
}

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


Written By
Software Developer (Senior)
United Kingdom United Kingdom
Work: HSBC (http://www.hsbc.co.uk/).
Regalia: PhD in CS, MCAD, MCPD: Web Developer, MCTS: .Net Framework 2.0., 3.5.
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