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作为光学脉冲神经元的孤立和耦合半导体环形激光器。

Solitary and coupled semiconductor ring lasers as optical spiking neurons.

作者信息

Coomans W, Gelens L, Beri S, Danckaert J, Van der Sande G

机构信息

Applied Physics Research Group (APHY), Vrije Universiteit Brussel, Pleinlaan 2, B-1050 Brussel, Belgium.

出版信息

Phys Rev E Stat Nonlin Soft Matter Phys. 2011 Sep;84(3 Pt 2):036209. doi: 10.1103/PhysRevE.84.036209. Epub 2011 Sep 19.

DOI:10.1103/PhysRevE.84.036209
PMID:22060477
Abstract

We theoretically investigate the possibility of generating pulses in an excitable (asymmetric) semiconductor ring laser (SRL) using optical trigger pulses. We show that the phase difference between the injected field and the electric field inside the SRL determines the direction of the perturbation in phase space. Due to the folded shape of the excitability threshold, this has an important influence on the ability to cross it. A mechanism for exciting multiple consecutive pulses using a single trigger pulse (i.e., multipulse excitability) is revealed. We furthermore investigate the possibility of using asymmetric SRLs in a coupled configuration, which is a first step toward an all-optical neural network using SRLs as building blocks.

摘要

我们从理论上研究了使用光触发脉冲在可激发(非对称)半导体环形激光器(SRL)中产生脉冲的可能性。我们表明,注入场与SRL内部电场之间的相位差决定了相空间中微扰的方向。由于可激发阈值的折叠形状,这对跨越该阈值的能力有重要影响。揭示了一种使用单个触发脉冲激发多个连续脉冲的机制(即多脉冲可激发性)。我们还研究了在耦合配置中使用非对称SRL的可能性,这是迈向以SRL为构建模块的全光神经网络的第一步。

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