Stochastic and structural properties of complex laser networks for optical computing (B09)

用于光计算的复杂激光网络的随机和结构特性（B09）

• 批准号: 265820116
• 金额: --
• 依托单位: Fachgebiet Theoretische Physik II
• 依托单位国家: 德国
• 项目类别: Collaborative Research Centres
• 财政年份: 2015
• 资助国家: 德国
• 起止时间: 2014-12-31 至 2021-12-31
• 项目状态: 已结题
• 来源: https://gepris.dfg.de/gepris/projekt/265820116?language=en
• 关键词: Stochastic; structural; properties; complex; laser

We investigate complex laser networks for modern optical computing schemes. Having studied the bifurcation structure of simple laser networks and evaluated their reservoir computing performance, we will develop new concepts to both increase the realism of our numerical simulations with complex gain models and spontaneous emission noise, as well as develop novel analytical tools to study the information processing capabilities of generic oscillator networks with a tailored topology. Global phase space properties, photon distributions as well as entropy-based measures of the dynamics will be evaluated to link the performance to dynamical states and thus gain predictive results for optimization.

我们研究现代光学计算方案的复杂激光网络。研究了简单激光网络的分叉结构并评估了其储层计算性能后，我们将开发新概念，以提高复杂增益模型和自发发射噪声数值模拟的真实性，并开发新颖的分析工具来研究信息具有定制拓扑的通用振荡器网络的处理能力。将评估全局相空间属性、光子分布以及基于熵的动力学测量，以将性能与动力学状态联系起来，从而获得优化的预测结果。