Numerical Analysis of Modeling Based on Improved Elman Neural Network

Table 3

Mean error 𝜎 and maximum transient error 𝜎_max of four behavioral models with LFM signal input.

Model	𝜎 (V)	𝜎max (V)	Condition
VL	0.9564	4.2593	𝐾=5, 𝜆=0.97
CNN	11.0047	61.6258	𝑁=25, 𝐾max=50
BENN	1.1539𝑒−05	1.7378𝑒−05
IENN	1.2176𝑒−05	1.8337𝑒−05