Comparative analysis of neural network filters and adaptive Volterra filters

This paper analyzes the relationship between the traditional adaptive Volterra filter (AVF) and the multilayer perceptron (MLP) neural network filter. These two filter structures are inherently similar in form and function. This relationship is clarified by analyzing the details of both methods within the context of adaptive nonlinear filtering.