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Burst Synchronization in Two Pulse-Coupled Resonate-and-Fire Neuron Circuits

机译:两个脉冲耦合的谐振和发射神经元电路中的突发同步

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摘要

The present paper addresses burst synchronization in out of phase observed in two pulse-coupled resonate-and-fire neuron (RFN) circuits. The RFN circuit is a silicon spiking neuron that has second-order membrane dynamics and exhibits fast subthreshold oscillation of membrane potential. Due to such dynamics, the behavior of the RFN circuit is sensitive to the timing of stimuli. We investigated the effects of the sensitivity and the mutual interaction on the dynamic behavior of two pulse-coupled RFN circuits, and will demonstrate out of phase burst synchronization and bifurcation phenomena through circuit simulations.
机译:本论文解决了在两个脉冲耦合谐振与发射神经元(RFN)电路中观察到的异相脉冲同步。 RFN电路是具有二阶膜动力学的掺硅神经元,并具有快速的亚阈值膜电位振荡。由于这种动力学,RFN电路的行为对刺激的时机很敏感。我们研究了灵敏度和相互影响对两个脉冲耦合RFN电路动态行为的影响,并将通过电路仿真证明异相脉冲串同步和分叉现象。

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