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20172025
most citedDeep Photonic Reservoir Computer Based on Frequency Multiplexing with Fully Analog Connection Between Layers

47 citations · 101 across the 10 of their papers we have counts for

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physics.optics2025★ 1 cited

Regimes and Transitions of the Nonlinear Temporal Talbot Effect: Underlying Mechanism for A-Type Breathers, Soliton Crystals, and Soliton Gas

Marina Zajnulina

A frequency comb generated from a phase-modulated continuous-wave laser is simultaneously subject to the temporal Talbot effect and modulational instability (MI) when propagating t…

physics.optics2024★ 1 cited

Shannon Entropy Helps Optimize the Performance of a Frequency-Multiplexed Extreme Learning Machine

Marina Zajnulina

Knowing the dynamics of neuromorphic photonic schemes would allow their optimization for controlled data-processing capability in possibly simplified designs and minimized energy c…

physics.optics2024★ 8 cited

Temporal Talbot Effect: From a Quasi-Linear Talbot Carpet to Soliton Crystals and Talbot Solitons

Marina Zajnulina, Michael Böhm

The temporal Talbot effect refers to the periodic self-imaging of pulse trains in optical fibers. The connection between the linear and nonlinear temporal Talbot effect is still no…

physics.optics2023

Weak Kerr Nonlinearity Boosts the Performance of Frequency-Multiplexed Photonic Extreme Learning Machines: A Multifaceted Approach

Marina Zajnulina, Alessandro Lupo, Serge Massar

We provide a theoretical, numerical, and experimental investigation of the Kerr nonlinearity impact on the performance of a frequency-multiplexed Extreme Learning Machine (ELM). In…

physics.optics2017★ 22 cited

Generation of optical frequency combs via four-wave mixing processes for low- and medium-resolution astronomy

M. Zajnulina, J. M. Chavez Boggio, M. Böhm +4

We investigate the generation of optical frequency combs through a cascade of four-wave mixing processes in nonlinear fibres with optimised parameters. The initial optical field co…