Convergence properties of adaptive threshold elements in respect to application and implementation.
Werner Schoenborn, Gerd Stanke · Czech digital mathematics library · 1980
Referring to the convergence proof of the error correction algorithm estimations of the upper bound tg of correction steps and of the sufficient weight interval (-wg, + wg) in digital implementation are derived and illustrated.Both tg and wg depend on the gap 2 J between the convex hulls of classes in pattern space.The estimations give tg ~ |jc|max/J 2 and wg ~ |*|max/<4, where |*|max is the largest pattern vector of both classes.