/// <summary>
/// Initalizes an ANeuron.
/// Notes:
/// -Initalizes Threshold to a Random Float.
/// </summary>
/// <param name="passedNumberOfWeights">The Number of Weights for the Neuron.</param>
/// <param name="passedActivationFunction">The Activation Function for the Neuron</param>
public ANeuron(uint passedNumberOfWeights, IActivationFunction passedActivationFunction)
{
this._Weights = GenerateWeights(passedNumberOfWeights);
this._ActivationFunction = passedActivationFunction;
InitalizeWeights();
this._Threshold = new NeuronThreshold(Config.RANDOM.NextFloat());
}
/// Initalizes an ANeuron.
/// </summary>
/// <param name="passedNumberOfWeights">The Number of Weights for the Neuron.</param>
/// <param name="passedThreshold">The Threshold for the Neuron.</param>
/// <param name="passedActivationFunction">The Activation Function for the Neuron</param>
public ANeuron(uint passedNumberOfWeights, float passedThreshold, IActivationFunction passedActivationFunction)
{
this._Weights = GenerateWeights(passedNumberOfWeights);
this._ActivationFunction = passedActivationFunction;
InitalizeWeights();
this._Threshold = passedThreshold;
}
public void SetNeuronLayerWeights(INeuronLayerNeuronWeights passedNeuronWeights)
{
IEnumerator <INeuronWeights> neuronWeightsEnumerator = passedNeuronWeights.Values;
uint neuronIndex = 0;
while (neuronWeightsEnumerator.MoveNext())
{
INeuronWeights current = neuronWeightsEnumerator.Current;
INeuron neuron = this._Neurons[(int)neuronIndex++];
neuron.Weights = current;
}
}
public Neuron(INeuronWeights passedNeuronWeights, INeuronThreshold passedThreshold, INeuronActivationFunction passedActivationFunction) : base(passedNeuronWeights, passedThreshold, passedActivationFunction)
{
}
public ANeuron(INeuronWeights passedNeuronWeights, INeuronThreshold passedThreshold, INeuronActivationFunction passedActivationFunction)
{
this.Weights = passedNeuronWeights;
this._ActivationFunction = passedActivationFunction;
this.Threshold = passedThreshold;
}
public ANeuron(INeuronWeights passedNeuronWeights, INeuronActivationFunction passedActivationFunction)
{
this.Weights = passedNeuronWeights;
this._ActivationFunction = passedActivationFunction;
this.Threshold = new NeuronThreshold(Config.RANDOM.NextFloat());
}
public ANeuron(uint passedNumberOfWeights, INeuronThreshold passedThreshold, INeuronActivationFunction passedActivationFunction)
{
this._Weights = GenerateWeights(passedNumberOfWeights);
this._ActivationFunction = passedActivationFunction;
this._Threshold = passedThreshold;
}
