𝔖 Bobbio Scriptorium
✦   LIBER   ✦

Theory of the dynamics of the Hopfield model of associative memory

✍ Scribed by Prabodh Shukla

Publisher
Springer
Year
1993
Tongue
English
Weight
608 KB
Volume
71
Category
Article
ISSN
0022-4715

No coin nor oath required. For personal study only.

πŸ“œ SIMILAR VOLUMES

Estimation of the Domain of Attraction a
Estimation of the Domain of Attraction and the Convergence Rate of a Hopfield Associative Memory and an Application
✍ Jinde Cao; Qing Tao πŸ“‚ Article πŸ“… 2000 πŸ› Elsevier Science 🌐 English βš– 131 KB

In this paper, the domain of attraction of memory patterns and the exponential convergence rate of the network trajectories to memory patterns for Hopfield continuous associative memory are estimated. These results can be used for the evaluation of fault-tolerance capability and the synthesis proced

Results from the Gardner–Derrida–Mottish
Results from the Gardner–Derrida–Mottishaw theory of associative memory
✍ Hideyuki Koyama; Norio Fujie; Hiroyuki Seyama πŸ“‚ Article πŸ“… 1999 πŸ› Elsevier Science 🌐 English βš– 238 KB

General computable formulas for overlap and the other parameters are derived from the Gardner-Derrida-Mottishaw theory of associative memory on the Little-Hopfield model. The overlap is expressed in terms of integral of many-dimensional Gaussian functions. A method of approximation is developed to m