TY - JOUR
A1 - Pascual García, Juan
AU - Cañete Rebenaque, David
AU - Quesada Pereira, Fernando
AU - Gómez Tornero, José Luis
AU - Álvarez Melcón , Alejandro
T1 - Fast and efficient calculation of the multilayered shielded green's functions employing neural networks
Y1 - 2005
SN - 0895-2477
UR - http://hdl.handle.net/10317/7243
AB - In this paper, neural networks are used to efficiently calculate the multilayered media boxed Green’s functions needed in integral equation (IE) formulations. The analysis of complex multilayered shielded circuits is computationally time consuming, due to the need to calculate the multilayered-media boxed Green’s functions. Using neural networks as radial basis function networks, the boxed Green’s functions can be calculated quickly, thus greatly reducing the computational time associated with the analysis of practical circuits. Once the neural network is trained with a known set of pairs of inputs and outputs, new outputs are quickly calculated, thus increasing the efficiency of the IE method.
KW - Teoría de la Señal y las Comunicaciones
KW - Green's functions
KW - Neural networks
KW - Multilayered media
KW - Boxed circuits
KW - 3307.08 Dispositivos de Microondas
LA - eng
PB - John Wiley & Sons
ER -