Physics – Condensed Matter – Disordered Systems and Neural Networks
Scientific paper
1999-09-30
J. Phys. A 33, 2597-2609 (2000).
Physics
Condensed Matter
Disordered Systems and Neural Networks
15 pages, Latex2e, 6 eps figures
Scientific paper
10.1088/0305-4470/33/14/301
The inclusion of a threshold in the dynamics of layered neural networks with variable activity is studied at arbitrary temperature. In particular, the effects on the retrieval quality of a self-controlled threshold obtained by forcing the neural activity to stay equal to the activity of the stored paterns during the whole retrieval process, are compared with those of a threshold chosen externally for every loading and every temperature through optimisation of the mutual information content of the network. Numerical results, mostly concerning low activity networks are discussed.
Bolle D.
Massolo G.
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