Numerical Analysis of Modeling Based on Improved Elman Neural Network

Table 1

Mean error 𝜎 and maximum transient error 𝜎_max of four behavioral models with two-tone signal input.

Model	𝜎 (V)	𝜎max (V)	Condition
VL	0.9272	31.3400	𝐾=5, 𝜆=0.97
CNN	5.9397	27.6531	𝑁=25, 𝐾max=50
BENN	0.0182	0.0391
IENN	8.2434𝑒−06	1.7754𝑒−05