Transient hidden chaotic attractors in a Hopfield neural system
Marius-F. Danca, Nikolay Kuznetsov
TL;DR
This paper reveals the existence of transient hidden chaotic attractors coexisting in a simplified three-neuron Hopfield neural network, highlighting complex dynamics that were previously unreported.
Contribution
It introduces the discovery of transient hidden chaotic attractors in a simplified Hopfield neural system, expanding understanding of neural network dynamics.
Findings
Identification of transient hidden chaotic attractors
Coexistence of multiple attractors in a simple neural model
Insights into complex neural network behaviors
Abstract
In this letter we unveil the existence of transient hidden coexisting chaotic attractors, in a simplified Hopfield neural network with three neurons.
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Taxonomy
TopicsNeural Networks and Applications · Chaos control and synchronization · Neural dynamics and brain function