public Vector CalculateAndGetOutput(Vector input, LstmGatesForCell gatesForCell)
{
Input = input;
InputConcatenated = Vector.Union(Input, OutputFromPreviousLayer);
ForgetGateResultF = Sigmoid.Func(gatesForCell.ForgetLayer * InputConcatenated + gatesForCell.BiasForgetLayer);
InputLayerGateResultI = Sigmoid.Func(gatesForCell.InputLayer * InputConcatenated + gatesForCell.BiasInputLayer);
TanhLayerGateResultG = Tanh.Func(gatesForCell.TanhLayer * InputConcatenated + gatesForCell.BiasTanhLayer);
OutputLayerGateResultO = Sigmoid.Func(gatesForCell.OutputLayer * InputConcatenated + gatesForCell.BiasOutputLayer);
Forget = ForgetFromPreviousLayer * ForgetGateResultF + TanhLayerGateResultG * InputLayerGateResultI;
Output = Tanh.Func(Forget) * OutputLayerGateResultO;
return(Output);
}