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

Table 9

Variable parameters of RBF NN model.

S.N.	Parameter	Typical range	Optimal parameter
1	Cluster centers	5 to 100	5
2	Unsupervised learning rule	Conscience-full, standard full	Conscience-full
3	Supervised learning rule	Momentum, Conjugate gradient, Levenberg Marquardt, Quick Propagation, Step, delta bar delta	Levenberg Marquardt
4	Metric	Euclidean, Dot Product, Box car	Euclidean
5	Transfer function in output layer	Linear, lineartanh, Tanh	Linear