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Adaptive coupling-enhanced spiking synchronization in Newman-Watts neuronal networks with time delays

Adaptive coupling-enhanced spiking synchronization in Newman-Watts neuronal networks with time delays
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摘要 In this paper, we study how adaptive coupling with time-periodic growth speed (TPGS) affects the spiking synchronization of weighted adaptive Newman-Watts Hodgkin-Huxley neuron networks with time delays. It is found that the neuronal spiking intermittently exhibits synchronization transitions between desynchronization and in-phase synchronization or anti-phase synchronization as TPGS amplitude or frequency is varied, showing multiple synchronization transitions. These transitions depend on the values of time delay and can occur only when time delay is close to those values that can induce synchronization transitions when the growth speed is fixed. These results show that the adaptive coupling with TPGS has great influence on the spiking synchronization of the neuronal networks and thus plays a crucial role in the information processing and transmission in neural systems. In this paper, we study how adaptive coupling with time-periodic growth speed (TPGS) affects the spiking synchronization of weighted adaptive Newman-Watts Hodgkin-Huxley neuron networks with time delays. It is found that the neuronal spiking intermittently exhibits synchronization transitions between desynchronization and in-phase synchronization or anti-phase syn- chronization as TPGS amplitude or frequency is varied, showing multiple synchronization transitions. These transitions depend on the values of time delay and can occur only when time delay is close to those values that can induce synchronization transitions when the growth speed is fixed. These results show that the adaptive coupling with TPGS has great influence on the spiking synchronization of the neuronal networks and thus plays a crucial role in the information processing and transmission in neural systems.
出处 《Science China Chemistry》 SCIE EI CAS 2013年第5期648-655,共8页 中国科学(化学英文版)
基金 financially supported by the Natural Science Foundation of Shandong Province of China (ZR2012AM013)
关键词 Newman-Watts neuronal network adaptive coupling time-periodic growth speed time delay synchronization transition 相位同步 时间延迟 神经网络 自适应 耦合 瓦特 神经元网络 同步转换
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