Selmi F, Braive R, Beaudoin G, Sagnes I, Kuszelewicz R, Erneux T, Barbay S
Centre de Nanosciences et de Nanotechnologies, CNRS, Univ. Paris-Sud, Université Paris-Saclay, C2N-Marcoussis, 91460 Marcoussis, France.
Université Paris Diderot, 5 rue Thomas-Mann, 75013 Paris, France.
Phys Rev E. 2016 Oct;94(4-1):042219. doi: 10.1103/PhysRevE.94.042219. Epub 2016 Oct 24.
We present experimental measurements concerning the response of an excitable micropillar laser with saturable absorber to incoherent as well as coherent perturbations. The excitable response is similar to the behavior of spiking neurons but with much faster time scales. It is accompanied by a subnanosecond nonlinear delay that is measured for different bias pump values. This mechanism provides a natural scheme for encoding the strength of an ultrafast stimulus in the response delay of excitable spikes (temporal coding). Moreover, we demonstrate coherent and incoherent perturbations techniques applied to the micropillar with perturbation thresholds in the range of a few femtojoules. Responses to coherent perturbations assess the cascadability of the system. We discuss the physical origin of the responses to single and double perturbations with the help of numerical simulations of the Yamada model and, in particular, unveil possibilities to control the relative refractory period that we recently evidenced in this system. Experimental measurements are compared to both numerical simulations of the Yamada model and analytic expressions obtained in the framework of singular perturbation techniques. This system is thus a good candidate to perform photonic spike processing tasks in the framework of novel neuroinspired computing systems.
我们展示了关于具有可饱和吸收体的可激发微柱激光器对非相干以及相干微扰响应的实验测量结果。这种可激发响应类似于脉冲发放神经元的行为,但时间尺度要快得多。它伴随着一个针对不同偏置泵浦值测量得到的亚纳秒非线性延迟。这种机制为在可激发脉冲的响应延迟(时间编码)中编码超快刺激的强度提供了一种自然方案。此外,我们展示了应用于微柱的相干和非相干微扰技术,其微扰阈值在几飞焦耳范围内。对相干微扰的响应评估了系统的级联能力。我们借助山田模型的数值模拟讨论了对单重和双重微扰响应的物理起源,特别是揭示了控制我们最近在该系统中发现的相对不应期的可能性。将实验测量结果与山田模型的数值模拟以及在奇异微扰技术框架下获得的解析表达式进行了比较。因此,该系统是在新型神经启发式计算系统框架内执行光子脉冲处理任务的良好候选者。