private void Calculate()
{
if (Inputs.Zeroed() && InputGateSynapses.Zeroed() && ForgetGateSynapses.Zeroed() && OutputGateSypanses.Zeroed())
{
cellState = (inputGateValue * _value) + (forgetGateValue * cellState);
outputGateValue = SigmoidActivation.Activate(outputGateValue + cellState);
_value = TanHActivation.Activate(cellState) * outputGateValue;
_lastValue = _value;
}
}
public override void Propagate(float value)
{
_value += value;
Inputs.AccountSignal();
if (Inputs.CheckCountAndReset())
{
_value = TanHActivation.Activate(_value);
Calculate();
}
}
