47 citations · 101 across the 10 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…
Advances of Artificial Intelligence in Classical and Novel Spectroscopy-Based Approaches for Cancer Diagnostics. A Review
Marina Zajnulina
Cancer is one of the leading causes of death worldwide. Fast and safe early-stage, pre- and intra-operative diagnostics can significantly contribute to successful cancer identifica…
Characteristics and stability of soliton crystals in optical fibres for the purpose of optical frequency comb generation
M. Zajnulina, M. Böhm, D. Bodenmüller +4
We study the properties of a soliton crystal, an bound state of several optical pulses that propagate with a fixed temporal separation through the optical fibres of the proposed ap…
Soliton Radiation Beat Analysis of Optical Pulses Generated from Two CW Lasers
M. Zajnulina, M. Böhm, K. Blow +4
We propose a fibre-based approach for generation of optical frequency combs (OFCs) with the aim of calibration of astronomical spectrographs in the low and medium-resolution range.…
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…