An analogue multilayer perceptron circuit with on-chip training

摘要

This paper reports on the design of a compact CMOS analogue VLSI multilayer perceptron (MLP) with a novel on-chip control circuit that implements the weight perturbation learning rule. A demonstrator chip has been fabricated and tested to establish the correctness of the circuits.