47 citations · 58 across the 7 of their papers we have counts for
10 papers
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…
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…
Ising Hamiltonian for Coupled Fibre-Based Optical Parametric Oscillators
Marina Zajnulina
Here, I derive an Ising Hamiltonian for coupled fibre-based Optical Parametric Oscillators (OPOs). For this, I use the Lugiato-Lefever equation. The derivation of the Hamiltoni…
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…
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…
Deep Photonic Reservoir Computer Based on Frequency Multiplexing with Fully Analog Connection Between Layers
Alessandro Lupo, Enrico Picco, Marina Zajnulina +1
Reservoir computers (RC) are randomized recurrent neural networks well adapted to process time series, performing tasks such as nonlinear distortion compensation or prediction of c…