An Intelligent Calculation Method of Volterra Time-Domain Kernel Based on Time-Delay Artificial Neural Network

Table 1

The effects of M on system output.

M	Average error	RMSE	Time cost (s)
2	0.0013	0.006	0.91
3	6.3360 × 10^−4	0.0059	0.85
4	8.5099 × 10^−4	0.0051	0.90
5	6.1712 × 10^−4	0.0042	0.79
6	0.0033	0.0052	0.96
7	1.3466 × 10^−4	0.0052	0.89
8	8.7882 × 10^−5	0.0013	1.02
9	8.3969 × 10^−4	0.0031	1.24
10	0.0021	0.0050	1.29