Made a neural network model, how to initialize?

Question

C++ / C#

public class Input
    {
        public Link[] Links;
    }

    public class Link
    {
        public double Weight { get; set; }
        public Neuron Neuron { get; set; }
    }

    public class Neuron
    {
        public double Power { get; set; }
        public Link[] Link { get; set; }
    }

    public class KohonenNetwork
    {
        private readonly Input[] _inputs;
        private readonly Neuron[] _neurons;

        public int InputCount;
        public int NeuronsCount;

    }

Do I really need to manually initialize each layer, then save it in json and deserialize it there?

Answer 1

Neural-Network
Just right for you.