public void InputGate(float value)
{
inputGateValue += value;
InputGateSynapses.AccountSignal();
if (InputGateSynapses.CheckCountAndReset())
{
inputGateValue = SigmoidActivation.Activate(inputGateValue + cellState);
Calculate();
}
}
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 void ForgetGate(float value)
{
forgetGateValue += value;
ForgetGateSynapses.AccountSignal();
if (ForgetGateSynapses.CheckCountAndReset())
{
forgetGateValue = SigmoidActivation.Activate(forgetGateValue + cellState);
Calculate();
}
}