Title :
On the dynamics of discrete-time, continuous-state Hopfield neural networks
Author_Institution :
Dept. of Comput. & Math., Deakin Univ., Clayton, Vic., Australia
fDate :
6/1/1998 12:00:00 AM
Abstract :
We propose answers to four open problems listed recently by Koiran (see Neural Computing, vol. 6, p. 459-68, 1994) on the dynamics of discrete-time, continuous-state Hopfield neural networks
Keywords :
Hopfield neural nets; discrete time systems; Hopfield neural networks; continuous-state neural networks; discrete-time neural networks; dynamics; Australia; Circuits; Convergence; Digital signal processing; Hopfield neural networks; Mathematics; Neurons; Stability; Symmetric matrices; Upper bound;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on