public AbstractNeuron(int inputCount, INeuronInitilizer init, Functions.IActivationFunction function)
{
Inputs = inputCount;
Weights = new double[inputCount];
ActivationFunction = function;
Initializer = init;
Initialize();
}
public AbstractNeuron(int inputCount, INeuronInitilizer init, Functions.IActivationFunction function)
{
Inputs = inputCount;
Weights = new double[inputCount];
ActivationFunction = function;
Initializer = init;
Initialize();
}
public Layer(int inputsCount, int neuronsCount, Functions.IActivationFunction function, INeuronInitilizer initializer)
{
Inputs = inputsCount;
neurons = new Neuron[neuronsCount];
for(int i = 0; i < neuronsCount; ++i)
{
neurons[i] = new Neuron(inputsCount, function, initializer);
}
Output = new double[neuronsCount];
}
public void SetSettings()
{
activ = AISettings.Activ;
init = AISettings.Init;
layer = AISettings.Layer;
network = new Network(layer[0], layer.Count, layer, activ, init);
learner = new Teacher(network);
rate = AISettings.LearnerRate;
momentum = AISettings.LearnerMomentum;
eraCount = AISettings.IterationsCount;
indicator = AISettings.Indicator;
}
public Neuron(int inputs, Functions.IActivationFunction function, INeuronInitilizer initializer)
: base(inputs, initializer, function)
{
}
public Layer(int inputsCount, int neuronsCount, Functions.IActivationFunction function, INeuronInitilizer initializer)
{
Inputs = inputsCount;
neurons = new Neuron[neuronsCount];
for (int i = 0; i < neuronsCount; ++i)
{
neurons[i] = new Neuron(inputsCount, function, initializer);
}
Output = new double[neuronsCount];
}
public Neuron(int inputs, Functions.IActivationFunction function, INeuronInitilizer initializer)
: base(inputs, initializer, function)
{
}
public void SetSettings()
{
activ = AISettings.Activ;
init = AISettings.Init;
layer = AISettings.Layer;
network = new Network(layer[0], layer.Count, layer, activ, init);
learner = new Teacher(network);
rate = AISettings.LearnerRate;
momentum = AISettings.LearnerMomentum;
eraCount = AISettings.IterationsCount;
indicator = AISettings.Indicator;
}
