DYNAMICS OF DILUTED ATTRACTOR NEURAL NETWORKS WITH DELAYS

NUTZEL, K and KIEN, J and BAUER, K and ALTMAN, JS and KREY, U (1994) DYNAMICS OF DILUTED ATTRACTOR NEURAL NETWORKS WITH DELAYS. BIOLOGICAL CYBERNETICS, 70 (6). pp. 553-561. ISSN 0340-1200,

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Abstract

We present an analysis of the attractors of a deterministic dynamics in formal neural networks characterized by binary threshold units and a nonsymmetric connectivity. It is shown that in these networks a stored pattern or a pattern sequence is represented by a cloud of attractors rather than by a single attractor. Dilution, which we describe by a power-law scaling, and delayed couplings are shown to equip this type of network with a dynamic behaviour that is interesting enough for simplified models of biological motor systems.

Item Type: Article
Uncontrolled Keywords: SYSTEMS; MODEL; SEQUENCES; PATTERNS; OBJECTS;
Depositing User: Dr. Gernot Deinzer
Last Modified: 19 Oct 2022 08:40
URI: https://pred.uni-regensburg.de/id/eprint/53330

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