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Reservoir computing with time-multiplexed networks

Lupe [1]

  • Modeling of coupled laser and oscillator networks
  • Hybdrid systems with delay and coupling
  • Simulation of driven dynamical systems
  • Evaluation with reservoir computing benchmark tasks:
    • Santa Fe chaotic time series prediction
    • NARMA10
    • Memory capacity

Quantum-dot lasers

Lupe [2]

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

Integrated structures

Lupe [3]

  • Mode-locked lasers

    • timing jitter reduction
    • control with optical feedback

  • Nano-laser
  • Micropillar-laser with optical perturbations

Projects

Feodor-Lynen Fellowship for Experienced Researchers

  • with the University of Auckland [4], Info [5]

Collaborative Research Center CRC910

  •  SFB910 Control of self-organizing nonlinear systems: Theoretical methods and concepts of application [6] mit dem
    B9: Teilprojekt: Collective phenomena in laser networks with nonidentical units [7]

Collaborative Research Center CRC787

  • SFB 787 Halbleiter-Nanophontonik [8] mit dem
    B2: Teilprojekt Modellierung der Dynamik von Quantenpunkt-Lasern und -Verstärkern (PDF, 735,7 KB) [9]

Associate Principal Investigator im RTG 1558 [10] mit dem Teilprojekt

  •  A1: Semiconductor laser dynamics far above threshold - nonequilibrium kinetics and dissipation. [11]

 

DAAD Projekt "Nonlinear Photonics in Nanostructured Semiconductor Lasers"

  • im Förderprogramm "Projektbezogener Personenaustausch mit Frankreich
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