Geodesic
Associative memory in a~circular neural network
Matematičeskoe modelirovanie, Tome 5 (1993) no. 10, pp. 32-47.

Voir la notice de l'article provenant de la source Math-Net.Ru

We study the dynamics of recalling of a random bit sequence in a circular neural network of Hopfield type. In the continuum limit ($N\to\infty$), the evolution equation in terms of an overlap function is derived provided a finite number $p$ of informational copies (“replicas”). Two stationary regimes: a spontaneous information retrieval and that governed by external input signal, both of travelling-wave type, are studied by solving the evolution equation and by numerical experiments as well. The domains in which robust functioning of the system as an associative memory is possible are determined in numerical simulations. 
@article{MM_1993_5_10_a2,
     author = {S. A. Semenov and I. B. Shuvalova},
     title = {Associative memory in a~circular neural network},
     journal = {Matemati\v{c}eskoe modelirovanie},
     pages = {32--47},
     publisher = {mathdoc},
     volume = {5},
     number = {10},
     year = {1993},
     language = {ru},
     url = {http://geodesic.mathdoc.fr/item/MM_1993_5_10_a2/}
}
TY  - JOUR
AU  - S. A. Semenov
AU  - I. B. Shuvalova
TI  - Associative memory in a~circular neural network
JO  - Matematičeskoe modelirovanie
PY  - 1993
SP  - 32
EP  - 47
VL  - 5
IS  - 10
PB  - mathdoc
UR  - http://geodesic.mathdoc.fr/item/MM_1993_5_10_a2/
LA  - ru
ID  - MM_1993_5_10_a2
ER  - 
%0 Journal Article
%A S. A. Semenov
%A I. B. Shuvalova
%T Associative memory in a~circular neural network
%J Matematičeskoe modelirovanie
%D 1993
%P 32-47
%V 5
%N 10
%I mathdoc
%U http://geodesic.mathdoc.fr/item/MM_1993_5_10_a2/
%G ru
%F MM_1993_5_10_a2
S. A. Semenov; I. B. Shuvalova. Associative memory in a~circular neural network. Matematičeskoe modelirovanie, Tome 5 (1993) no. 10, pp. 32-47. http://geodesic.mathdoc.fr/item/MM_1993_5_10_a2/