Encrypted optical information in nonlinear chaotic systems uncovered using neural networks
Optical information encoded in holograms is transferred by means of ultrashort laser
filaments propagating in highly nonlinear and turbulent media. After propagation, the initial …
filaments propagating in highly nonlinear and turbulent media. After propagation, the initial …
Nonlinear autoregressive with external input neural network for predicting the nonlinear dynamics of supercontinuum generation in optical fibers
Full characterization of the propagation dynamics of ultra-short pulses in optical fibers is of
fundamental importance in designing optical devices for several applications in the …
fundamental importance in designing optical devices for several applications in the …
Predicting nonlinear resha** of periodic signals in optical fibre with a neural network
We deploy a supervised machine-learning model based on a neural network to predict the
temporal and spectral resha** of a simple sinusoidal modulation into a pulse train having …
temporal and spectral resha** of a simple sinusoidal modulation into a pulse train having …
Retrieving Optical Information Through Propagation in Strongly Nonlinear and Turbulent Systems Using Neural Networks
Laser induced filamentation is a mature field of study with multiple applications [1], while
Machine Learning has currently a strong presence in the field of Photonics [2, 3]. Combining …
Machine Learning has currently a strong presence in the field of Photonics [2, 3]. Combining …