Emergence of a dominant unit in a network of chaotic units with delayed synaptic change

Details Emergence of a dominant unit in a network of chaotic units with delayed synaptic change Emergence of a dominant unit in a network of chaotic units with delayed synaptic change

2000-10-12

arxiv.org/abs/cond-mat/0010178v1

Physics

Condensed Matter

Disordered Systems and Neural Networks

4 pages, 5 figures, submitted to Physical Review Letters

Scientific paper

10.1103/PhysRevE.64.066205

We study here a model of globally coupled units with adaptive interaction weights which has a delay in the updating rule. Simulations show that the model with such delayed synaptic change exhibits dynamical self-organization of network structure. With suitably chosen parameters, "dominant" unit emerges spontaneously, in the sense that the connection from such unit to almost all of the other units are especially strengthened. Such weight structure facilitates the coherent activity among units.

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