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This commit is contained in:
Ahmed Zamil
2023-01-28 15:33:49 +03:00
parent 01d53ea67c
commit 9e620a98ca
8 changed files with 347 additions and 0 deletions
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Esiur.Analysis/Neural/Neuron.cs Normal file
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using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
namespace Esiur.Analysis.Neural
{
internal class Neuron
{
public double Value { get; set; }
public NeuralLayer Layer { get; set; }
public List<Synapse> Synapses { get; set; } = new List<Synapse>();
public void Forward()
{
var sum = Synapses.Sum(x => x.Weight * x.Source.Value);
Value = Layer.Activation.Function(sum + Layer.PreviousLayer?.Bias ?? 0);
}
}
}