public Brain(BrainLayer _input, BrainLayer[] _hidden, BrainLayer _output)
{
input = _input;
hidden = _hidden;
output = _output;
output.StartUp();
if (hidden.Length > 0)
{
hiddenConnection = new Connection[hidden.Length];
repitionConnection = new Connection[hiddenConnection];
maxHC = 0;
maxHN = 0;
for (int i = 0; i < hidden.Length; i++)
{
if (i == 0)
{
hiddenConnection[0] = new Connection(_input, hidden[0]);
}
else
{
hiddenConnection[i] = new Connection(hidden[i - 1], hidden[i]);
}
hidden[i].StartUp();
if (hidden[i].repition)
{
repitionConnection[i] = new Connection(hidden[i], hidden[i]);
}
else
{
repitionConnection[i] = null;
}
if (hidden[i].neuronAmount > maxHN)
{
maxHN = hidden[i].neuronAmount;
}
if (hiddenConnection[i].connectionAmount > maxHC)
{
maxHC = hiddenConnection[i].connectionAmount;
}
}
outputConnection = new Connection(hidden[hidden.Length - 1], output);
if (outputConnection.connectionAmount > maxHC)
{
maxHC = outputConnection.connectionAmount;
}
}
else
{
maxHN = 0;
maxHC = 0;
outputConnection = new Connection(_input, _output);
if (outputConnection.connectionAmount > maxHC)
{
maxHC = outputConnection.connectionAmount;
}
}
}
public Brain(Brain brain)
{
input = new BrainLayer(brain.input);
hidden = new BrainLayer[brain.hidden.Length];
for (int i = 0; i < hidden.Length; i++)
{
hidden[i] = new BrainLayer(brain.hidden[i]);
hidden[i].StartUp();
}
output = new BrainLayer(brain.output);
output.StartUp();
if (hidden.Length > 0)
{
hiddenConnection = new Connection[hidden.Length];
repitionConnection = new Connection[hidden.Length];
maxHN = 0;
maxHC = 0;
for (int i = 0; i < hidden.Length; i++)
{
if (i == 0)
{
hiddenConnection[0] = new Connection(input, hidden[0]);
}
else
{
hiddenConnection[i] = new Connection(hidden[i - 1], hidden[i]);
}
if (hidden[i].repition)
{
repitionConnection[i] = new Connection(hidden[i], hidden[i]);
}
else
{
repitionConnection[i] = null;
}
if (hidden[i].neuronAmount > maxHN)
{
maxHN = hidden[i].neuronAmount;
}
if (hiddenConnection[i].connectionAmount > maxHC)
{
maxHC = hiddenConnection[i].connectionAmount;
}
}
outputConnection = new Connection(hidden[hidden.Length - 1], output); // considers the hidden layer as input and output layer as the output
if (outputConnection.connectionAmount > maxHC)
{
maxHC = outputConnection.connectionAmount;
}
}
else
{
maxHN = 0;
maxHC = 0;
outputConnection = new Connection(input, output);
if (outputConnection.connectionAmount > maxHC)
{
maxHC = outputConnection.connectionAmount;
}
}
}