Realize all optical reservoir computing schemes (evaluation via benchmark tasks: Chaotic time series prediction, Memory capacity, Channel equalization etc.)

Develop numerical framework for simulating highly connected delay-coupled networks with memory,

Analyze impact of network topology on computing performance.

Explore correlations of performance and bifurcation structure

• Modeling of semiconductor quantum dot lasers
• Control with optical feedback and injection
• Two-state lasing
• Asymptotic analysis of complex laser equations

• Mode-locked lasers
  • timing jitter reduction
  • control with optical feedback

• Nano-laser
• Micropillar-laser with optical perturbations

Collaborative Research Center CRC910

•  SFB910 Control of self-organizing nonlinear systems: Theoretical methods and concepts of application [4] mit dem
  B9: Teilprojekt: Collective phenomena in laser networks with nonidentical units [5]

Collaborative Research Center CRC787

• SFB 787 Halbleiter-Nanophontonik [6] mit dem
  B2: Teilprojekt Modellierung der Dynamik von Quantenpunkt-Lasern und -Verstärkern (PDF, 735,7 KB) [7]

DAAD Projekt "Nonlinear Photonics in Nanostructured Semiconductor Lasers"

• im Förderprogramm "Projektbezogener Personenaustausch mit Frankreich

2020-2023 DFG project LU 1729/3-1 "Hybrid photonic computing in delay-coupled non-linear systems with memory"