Communications in Theoretical Physics · 2007 · 23 citations · 16 references
Life SciencesNeurobiologyNeuroscienceComputational NeuroscienceNeurophysiologySystems NeuroscienceNetwork DynamicsNeural Circuit DynamicsNeural Circuit ModelingNeural NetworksNeural OscillationsNeuronal DynamicsAdditive NoiseNeural Network ModelingNeuronal ResonanceNeuronal SynchronizationNeuronal SynchronyResonanceSynaptic NoiseSynchronization In Neural Networks
In this paper, we investigate coherence resonance (CR) and noise-induced synchronization in Hindmarsh–Rose (HR) neural network with three different types of topologies: regular, random, and small-world. It is found that the additive noise can induce CR in HR neural network with different topologies and its coherence is optimized by a proper noise level. It is also found that as coupling strength increases the plateau in the measure of coherence curve becomes broadened and the effects of network topology is more pronounced simultaneously. Moreover, we find that increasing the probability p of the network topology leads to an enhancement of noise-induced synchronization in HR neurons network.
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Collective dynamics of ‘small-world’ networks
Duncan J. Watts, Steven H. Strogatz · Nature · 1998 · 43.2K citations
Coherence Resonance in a Noise-Driven Excitable System
Arkady Pikovsky, Jürgen Kurths · Physical Review Letters · 1997 · 1.7K citations