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可激发放大双量子点激光神经元的弛豫时间。

Refractory times for excitable dual-state quantum dot laser neurons.

机构信息

School of Physics, University College Cork, T12 K8AF Cork, Ireland.

Tyndall National Institute, University College Cork, Lee Maltings, Dyke Parade, T12 R5CP Cork, Ireland.

出版信息

Phys Rev E. 2023 Mar;107(3-1):034216. doi: 10.1103/PhysRevE.107.034216.

Abstract

Excitable photonic systems show promise for ultrafast analog computation, several orders of magnitude faster than biological neurons. Optically injected quantum dot lasers display several excitable mechanisms with dual-state quantum lasers recently emerging as true all-or-none excitable artificial neurons. For use in applications, deterministic triggering is necessary and this has previously been demonstrated in the literature. In this work we analyze the crucially important refractory time for this dual-state system, which defines the minimum time between distinct pulses in any train.

摘要

兴奋型光子系统有望实现超快模拟计算,速度比生物神经元快几个数量级。光注入量子点激光器具有多种激发机制,最近出现的双稳态量子激光器成为真正的全有或全无的人工兴奋神经元。在应用中,需要确定性触发,这在文献中已有报道。在这项工作中,我们分析了这个双稳态系统的关键的不应期时间,它定义了任何脉冲串中两个不同脉冲之间的最小时间。

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