Journal
COMMUNICATIONS IN THEORETICAL PHYSICS
Volume 62, Issue 5, Pages 755-767Publisher
IOP PUBLISHING LTD
DOI: 10.1088/0253-6102/62/5/20
Keywords
dislocated coupling; two-layer network of neuron; coupling ratio
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Funding
- National Natural Science Foundation of China [11265008, 11372122, 11365014]
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The mutual coupling between neurons in a realistic neuronal system is much complex, and a two-layer neuronal network is designed to investigate the transition of electric activities of neurons. The Hindmarsh-Rose neuron model is used to describe the local dynamics of each neuron, and neurons in the two-layer networks are coupled in dislocated type. The coupling intensity between two-layer networks, and the coupling ratio (Pro), which defines the percentage involved in the coupling in each layer, are changed to observe the synchronization transition of collective behaviors in the two-layer networks. It is found that the two-layer networks of neurons becomes synchronized with increasing the coupling intensity and coupling ratio (Pro) beyond certain thresholds. An ordered wave in the first layer is useful to wake up the rest state in the second layer, or suppress the spatiotemporal state in the second layer under coupling by generating target wave or spiral waves. And the scheme of dislocation coupling can be used to suppress spatiotemporal chaos and excite quiescent neurons.
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