Energy Functional and Fixed Points of a Neural Networks

Details Energy Functional and Fixed Points of a Neural Networks Energy Functional and Fixed Points of a Neural Networks

1999-02-09

arxiv.org/abs/cond-mat/9902123v1

In "Neural Nets. WIRN-VIETRI-97. Proceedings of the 9th Italian Workshop on Neural Nets, Vietri sul Mare, Salerno, Italy, 22-2

Physics

Condensed Matter

Disordered Systems and Neural Networks

RevTEX, 6 pages, one old paper

Scientific paper

It turned out that the set of the fixed points is not necessarily the same as
the set of the local minima of the energy functional. It depends on the
diagonal elements of the connection matrix. The simple method which allows to
cut off fictitious fixed points with high energies was found out. Especially
the method is effective if the connection matrix is the projection one.

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