A statistical mechanics of an oscillator associative memory with scattered natural frequencies

Details A statistical mechanics of an oscillator associative memory with scattered natural frequencies A statistical mechanics of an oscillator associative memory with scattered natural frequencies

1998-08-10

arxiv.org/abs/cond-mat/9808090v4

Physics

Condensed Matter

Disordered Systems and Neural Networks

8 pages, 4 figures

Scientific paper

10.1103/PhysRevLett.82.2800

Analytic treatment of a non-equilibrium random system with large degrees of freedoms is one of most important problems of physics. However, little research has been done on this problem as far as we know. In this paper, we propose a new mean field theory that can treat a general class of a non-equilibrium random system. We apply the present theory to an analysis for an associative memory with oscillatory elements, which is a well-known typical random system with large degrees of freedoms.

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