Title :
Analogue computation using VLSI neural network devices
Author :
Brownlow, M.J. ; Tarassenko, L. ; Murray, A.F.
Author_Institution :
Dept. of Eng. Sci., Oxford Univ., UK
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.
Keywords :
VLSI; analogue computer circuits; neural nets; VLSI neural network devices; VLSI pulse-stream devices; add functions; analogue neural network computation; mobile robot localisation task; multiply functions; neural VLSI devices; switched capacitor circuit; synapse weight storage;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19900834
