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Multiple convolution neural networks approach for online handwriting recognition

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9 Apr 2013CPOL8 min read 74.6K   25.1K   74  
The research focuses on the presentation of word recognition technique for an online handwriting recognition system which uses multiple component neural networks (MCNN) as the exchangeable parts of the classifier.
using System;
using ANN.Perceptron.ArchiveSerialization;
using ANN.Perceptron.Common;
using ANN.Perceptron.Connections;
namespace ANN.Perceptron.Neurons
{
    // Neuron class
    public class Neuron : NetworkProvider
    {
        public string label;
        public double output;
        public Connection[] Connections;
        int connectionCount;
        public int ConnectionCount
        {
            get
            {
                return connectionCount;
            }
            set
            {
                if (connectionCount == value)
                    return;
                connectionCount = value;
            }
        }
        public Neuron():base()
        {
            Initialize();
            label = "";
            output = 0.0;
            Connections= null;
        }
        public Neuron(string str):this()
        {
            label = str;
            output = 0.0;
            Connections = null;
            Initialize();
        }
        public Neuron(string str,int icount)
        {
            label = str;
            output = 0.0;
            Connections = new Connection[icount];
            connectionCount = icount;
            Initialize();
        }
        public void AddConnection(uint iNeuron, uint iWeight,int connID)
        {
            Connection conn = new Connection(iNeuron, iWeight);
            Connections[connID]=conn;

        }
        public void AddConnection(Connection conn, int connID)
        {
            Connections[connID]=conn;
        }
        private void Initialize()
        {

        }
        public override void Serialize(Archive ar)
        {

        }
    }
}

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This article, along with any associated source code and files, is licensed under The Code Project Open License (CPOL)


Written By
Vietnam Maritime University
Vietnam Vietnam
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