Theoretical Analysis of Various Synchronizations in Pulse-Coupled Digital Spiking Neurons

被引：0

作者：

Ijichi, Hirofumi ^{[1
]}

Torikai, Hiroyuki ^{[1
]}

机构：

[1] Osaka Univ, Grad Sch Engn Sci, Osaka, Japan

来源：

NEURAL INFORMATION PROCESSING: THEORY AND ALGORITHMS, PT I | 2010年 / 6443卷

关键词：

Pulse-coupled neural network; Cellular automaton; Synchronization; Bifurcation; NETWORK;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

A digital spiking neuron is a wired system of shift registers that can mimic nonlinear dynamics of simplified spiking neuron models. In this paper, we present a novel pulse-coupled system of the digital spiking neurons. The coupled neurons can exhibit various pseudoperiodic synchronizations, non-periodic synchronizations, and related bifurcations. We derive theoretical parameter conditions that guarantee occurrence of typical synchronization phenomena. Also, the theoretical results are validated by numerical simulations.

引用

页码：107 / 115

页数：9

共 10 条

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