/// <summary>
/// Creates an instance of CompetitiveNeuron with specified input and transfer functions
/// </summary>
/// <param name="inputFunction">neuron input function</param>
/// <param name="transferFunction">neuron ransfer function</param>
public CompetitiveNeuron(InputFunction inputFunction, TransferFunction transferFunction)
: base(inputFunction, transferFunction)
{
connectionsFromOtherLayers = new List<Connection>();
connectionsFromThisLayer = new List<Connection>();
this.AddInputConnection(this, 1);
}
/// <summary>
/// Creates an instance of neuron which can delay output
/// </summary>
/// <param name="inputFunction">neuron input function</param>
/// <param name="transferFunction">neuron transfer function</param>
public DelayedNeuron(InputFunction inputFunction,
TransferFunction transferFunction)
: base(inputFunction, transferFunction)
{
outputHistory = new List<Double>(5); // default delay buffer size is 5
outputHistory.Add(0);
}
/// <summary>
/// Creates a neuron with threshold behaviour, and with the specified input
/// and transfer functions.
/// </summary>
/// <param name="inputFunction">input function for this neuron</param>
/// <param name="transferFunction">transfer function for this neuron</param>
public ThresholdNeuron(InputFunction inputFunction, TransferFunction transferFunction)
{
this.InputFunction = inputFunction;
this.TransferFunction = transferFunction;
this.Thresh = ThreadSafeRandom.NextDouble();
}
/// <summary>
/// Creates an instance of neuron for Hopfield network with specified input
/// and transfer functions
/// </summary>
/// <param name="inFunc">neuron input function</param>
/// <param name="transFunc">neuron transfer function</param>
public InputOutputNeuron(InputFunction inFunc, TransferFunction transFunc)
: base(inFunc, transFunc)
{
}
/// <summary>
/// Creates an instance of Neuron with the specified input and transfer functions.
/// </summary>
/// <param name="inputFunction">input function for this neuron</param>
/// <param name="transferFunction">transfer function for this neuron</param>
public Neuron(InputFunction inputFunction, TransferFunction transferFunction)
{
this.InputFunction = inputFunction;
this.TransferFunction = transferFunction;
}
