/// <summary>
/// Creates 2D layer with specified dimensions, filled with neurons with
/// specified properties
/// </summary>
/// <param name="dimensions"> layer dimensions </param>
/// <param name="neuronProperties"> neuron properties </param>
public FeatureMapLayer(Dimension2D dimensions, NeuronProperties neuronProperties, Dimension2D kernelDimension) : this(dimensions, kernelDimension)
{
for (int i = 0; i < dimensions.Height * dimensions.Width; i++)
{
Neuron neuron = NeuronFactory.createNeuron(neuronProperties);
addNeuron(neuron);
}
}
/// <summary>
/// Creates an empty 2D layer with specified dimensions
/// </summary>
/// <param name="dimensions"> layer dimensions (width and weight) </param>
public FeatureMapLayer(Dimension2D dimensions, NeuronProperties neuronProperties)
{
this.dimensions = dimensions;
for (int i = 0; i < dimensions.Height * dimensions.Width; i++)
{
Neuron neuron = NeuronFactory.createNeuron(neuronProperties);
addNeuron(neuron);
}
}
/// <summary>
/// Creates a new instance of InputLayer with specified number of input neurons </summary>
/// <param name="neuronsCount"> input neurons count for this layer </param>
public InputLayer(int neuronsCount)
{
NeuronProperties inputNeuronProperties = new NeuronProperties(typeof(InputNeuron), typeof(Linear));
for (int i = 0; i < neuronsCount; i++)
{
Neuron neuron = NeuronFactory.createNeuron(inputNeuronProperties);
this.addNeuron(neuron);
}
}
