protected void Setup()
{
var firstNeuron = new InputNeuron();
var second = new ConnectedNeuron(ActivationFunctions.Linear, new[] {new Connection(firstNeuron, 2)});
var third = new ConnectedNeuron(ActivationFunctions.Linear, new[] { new Connection(firstNeuron, 5)});
var inputLayer = new InputLayer(new[] {firstNeuron});
var kohonenLayer = new InnerLayer(new[] {second, third});
Network = new KohonenNetwork(inputLayer,kohonenLayer);
Directory.CreateDirectory(TestFolder);
}
public void EqualsTest()
{
var firstNeuron = new InputNeuron();
var second = new ConnectedNeuron(ActivationFunctions.Linear, new[] { new Connection(firstNeuron, 2) });
var third = new ConnectedNeuron(ActivationFunctions.Linear, new[] { new Connection(firstNeuron, 5) });
var inputLayer = new InputLayer(new[] { firstNeuron });
var kohonenLayer = new InnerLayer(new[] { second, third });
var firstNetwork = new KohonenNetwork(inputLayer, kohonenLayer);
firstNeuron = new InputNeuron();
second = new ConnectedNeuron(ActivationFunctions.Linear, new[] { new Connection(firstNeuron, 2) });
third = new ConnectedNeuron(ActivationFunctions.Linear, new[] { new Connection(firstNeuron, 5) });
inputLayer = new InputLayer(new[] { firstNeuron });
kohonenLayer = new InnerLayer(new[] { second, third });
var secondNetwork = new KohonenNetwork(inputLayer, kohonenLayer);
Assert.True(firstNetwork.Equals(secondNetwork));
}
protected bool Equals(InnerLayer other)
{
return _neurons.SequenceEqual(other._neurons);
}