Comput Math Methods Med - The effect of inhibitory neuron on the evolution model of higher-order coupling neural oscillator population.

Tópicos

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Resumo

We proposed a higher-order coupling neural network model including the inhibitory neurons and examined the dynamical evolution of average number density and phase-neural coding under the spontaneous activity and external stimulating condition. The results indicated that increase of inhibitory coupling strength will cause decrease of average number density, whereas increase of excitatory coupling strength will cause increase of stable amplitude of average number density. Whether the neural oscillator population is able to enter the new synchronous oscillation or not is determined by excitatory and inhibitory coupling strength. In the presence of external stimulation, the evolution of the average number density is dependent upon the external stimulation and the coupling term in which the dominator will determine the final evolution.

Resumo Limpo

propos higherord coupl neural network model includ inhibitori neuron examin dynam evolut averag number densiti phaseneur code spontan activ extern stimul condit result indic increas inhibitori coupl strength will caus decreas averag number densiti wherea increas excitatori coupl strength will caus increas stabl amplitud averag number densiti whether neural oscil popul abl enter new synchron oscil determin excitatori inhibitori coupl strength presenc extern stimul evolut averag number densiti depend upon extern stimul coupl term domin will determin final evolut

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