A hierarchy of macrodynamical equations for associative memory

DOI Web Site Web Site 72 Citations 15 References

Search this article

Description

The present paper proposes a hierarchy of macrodynamical equations for the recalling process of the autocorrelation associative memory model with synchronous dynamics. The present theory takes account of direct correlations between the cross talk noise terms at different time steps. The storage capacity and the basin of attraction obtained by the present theory are in good agreement with results by computer simulations. The first-order equation corresponds to the Amari and Maginu theory. The higher-order equation coincides with the storage capacity obtained by the replica theory.

Journal

Citations (72)*help

See more

References(15)*help

See more

Keywords

Details 詳細情報について

Report a problem

Back to top