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.

我们研究复杂的激光网络的现代光学计算方案。在研究了简单激光网络的分叉结构并评估了它们的水库计算性能之后，我们将开发新的概念来增加我们的数值模拟的真实性，复杂的增益模型和自发辐射噪声，以及开发新的分析工具来研究具有定制拓扑结构的通用振荡器网络的信息处理能力。全局相空间属性，光子分布以及基于熵的动态措施将被评估，以将性能与动态状态联系起来，从而获得优化的预测结果。