Analogue computation using VLSI neural network devices

Abstract

Results are presented demonstrating analogue neural network computation using VLSI pulse-stream devices. Synapse weight storage is dynamic, and the multiply and add functions are performed by a switched capacitor circuit. Used on a mobile robot localisation task, the neural VLSI devices achieve results within 1.2% of those of a SUN workstation.