Intelligent Noise Removal from EMG Signal Using Focused Time-Lagged Recurrent Neural Network

Table 2

Variable parameters of MLP NN model.

S.N.	Parameter	Typical range	Optimal parameter
1	Hidden layer	1 to 4	2
2	PE	H I-1 to 20 H II-1 to 10 H III-10 H IV-10	Hidden layer I-15 Hidden layer II-10
3	Learning rule	Momentum (Mom), Conjugate gradient (CG), Levenberg Marquardt (LM), Quick propagation (QP), Step, Delta bar delta	Momentum
4	Transfer function in output layer	Linear, Lineartanh, Tanh	Tanh