Conduction delays can enhance formation of up and down states in spiking neuronal networks

被引：26
|
作者：
Esir, Pavel M. [1 ,2 ]
Gordleeva, Susan Yu. [2 ]
Simonov, Alexander Yu. [1 ,2 ]
Pisarchik, Alexander N. [3 ]
Kazantsev, Victor B. [2 ]
机构：
[1] NI Lobachevsky State Univ Nizhny Novgorod, Dept Theory Oscillat & Automat Control, Nizhnii Novgorod 603050, Russia
[2] NI Lobachevsky State Univ Nizhny Novgorod, Dept Neurotechnol, Nizhnii Novgorod 603050, Russia
[3] Tech Univ Madrid, Ctr Biomed Technol, Madrid 28223, Spain
来源：
PHYSICAL REVIEW E | 2018年 / 98卷 / 05期
基金：
俄罗斯科学基金会; 俄罗斯基础研究基金会;
关键词：
COHERENCE RESONANCE; LESS-THAN-1; HZ; SYNCHRONIZATION; NOISE; MODEL; MECHANISMS; DYNAMICS; CORTEX; MEMORY;
D O I：
10.1103/PhysRevE.98.052401
中图分类号：
O35 [流体力学]; O53 [等离子体物理学];
学科分类号：
070204 ; 080103 ; 080704 ;
摘要：
We study dynamics of a spiking network of synaptically connected bistable neuronal oscillators. We find that delays in axonal conduction result in the emergence of coexisting states with high and low activity levels (up and down states). In the network, where cellular bistability is present, propagation delays and noise play a crucial role in the emergence of transitions between the states.
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页数：7
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