public double[] Propagate(IList <Layer> layers, double[] input)
{
var inputLayer = layers.FirstOrDefault();
int i = 0;
foreach (var neuron in inputLayer.Neurons)
{
neuron.Value = input[i];
i++;
}
foreach (var layer in layers.Skip(1))
{
foreach (var neuron in layer.Neurons)
{
neuron.Value = neuron.Bias;
foreach (var previousNeuronDendrite in neuron.PreviousDendrites)
{
neuron.Value += previousNeuronDendrite.PreviousNeuron.Value * previousNeuronDendrite.Weight;
}
neuron.Value = _activationFunction.Count(neuron.Value);
}
}
return(layers.Last().Neurons.Select(n => n.Value).ToArray());
}