Title :
Design of stochastic learning automata using adaptive digital logic elements
Author :
Neville, R.G. ; Nicol, C.R. ; Mars, P.
Author_Institution :
School of Electronic & Electrical Engineering, Robert Gordon´s Institute of Technology, Aberdeen, UK
Abstract :
The hardware design of stochastic learning automata using adaptive digital logic elements is considered. Such techniques, based on digital stochastic computing, are shown to provide economical and fast learning-time computations. Experimental results are presented for a variety of linear learning algorithms.
Keywords :
learning systems; logic design; stochastic automata; adaptive digital logic elements; hardware design; linear learning algorithms; stochastic learning automata;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19780221
