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Bistability Analysis of Excitatory-Inhibitory Neural Networks in Limited-Sustained-Activity Regime

Bistability Analysis of Excitatory-Inhibitory Neural Networks in Limited-Sustained-Activity Regime
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摘要 Bistable behavior of neuronal complex networks is investigated in the limited-sustained-activity regime when the network is composed of excitatory and inhibitory neurons.The standard stability analysis is performed on the two metastable states separately.Both theoretical analysis and numerical simulations show consistently that the difference between time scales of excitatory and inhibitory populations can influence the dynamical behaviors of the neuronal networks dramatically,leading to the transition from bistable behaviors with memory effects to the collapse of bistable behaviors.These results may suggest one possible neuronal information processing by only tuning time scales.
出处 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第12期1155-1160,共6页 理论物理通讯(英文版)
基金 Supported by the National Natural Science Foundation of China under Grant Nos.11105095 and 11005077 by the Natural Science Foundation of Higher Education Institutions of Jiangsu Province under Grant No.11KJB140008
关键词 neural networks BISTABLE 神经网络 兴奋性 稳态分析 神经元网络 动力学行为 缓释 时间尺度 稳态行为
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