Abstract
This paper investigates the variation of vertical vibrations of vehicles using a Radial Basis Neural Network (RBNN). A RBNN is employed to predict desired values of amplitude of acceleretion for different road conditions such as concrete, waved stone block paved and country roads. Proposed neural system is also tested for different natural frequencies and the ratios of damping.