2 papers
physics.optics2025
Cooperative-Memory Photonic Reservoir using Modulation Nonlinearity: Circumventing the Speed Constraints of Nonlinear Silicon Microring Resonators
Amideddin Mataji-Kojouri, Sebastian Kühl, Mohammad Seifi Laleh +2
Complex dynamics of silicon microring resonators loaded by delayed feedback elements enable high-speed photonic reservoir computing. Implementing feedback is especially challenging…
cs.NI2023
Experimental Investigation of Machine Learning based Soft-Failure Management using the Optical Spectrum
Lars E. Kruse, Sebastian Kühl, Annika Dochhan +1
The demand for high-speed data is exponentially growing. To conquer this, optical networks underwent significant changes getting more complex and versatile. The increasing complexi…