Title :
Comments on "Robust stability for interval Hopfield neural networks with time delay" by X.F. Liao
Author_Institution :
Dept. of Math., Qingdao Univ., China
Abstract :
The paper points out an unjustified inequality in the paper by X.F. Liao and J.Yu (see ibid., vol.9, p.1042-5, 1998). It concludes that Liao´s theorem based on this wrong inequality is not true.
Keywords :
Hopfield neural nets; delays; robust control; interval Hopfield neural networks; robust stability; time delay; unjustified inequality; Algorithm design and analysis; Delay effects; Hopfield neural networks; Kernel; Large-scale systems; Machine learning; Machine learning algorithms; Robust stability; Support vector machine classification; Support vector machines;
Journal_Title :
Neural Networks, IEEE Transactions on