Results from the Gardner-Derrida-Mottishaw theory of associative memory.
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 make numerical computation easy. It is shown that the numerical results are totally in good agreement with simulation.
Koyama
Hideyuki
H
College of Engineering, Osaka Prefecture University, 1-1, Gakuen-cho, Sakai, Osaka, Japan
Fujie
Norio
N
Seyama
Hiroyuki
H