Research Article
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 |
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