output
19922026
most citedMachine Learning in Automated Text Categorization

8k citations

Showing 2019 · physics.opticsShow all

8 papers · 2 filters

physics.optics2019★ 188 cited

Theory of neuromorphic computing by waves: machine learning by rogue waves, dispersive shocks, and solitons

Giulia Marcucci, Davide Pierangeli, Claudio Conti

We study artificial neural networks with nonlinear waves as a computing reservoir. We discuss universality and the conditions to learn a dataset in terms of output channels and non…

physics.optics2019★ 4 cited

Spatial beam self-cleaning in multimode lanthanum aluminum silicate glass fiber

Romain Guénard, Katarzyna Krupa, Alessandro Tonello +11

We demonstrated that spatial Kerr beam self-cleaning can be obtained in a highly multimode multicomponent optical fiber based on lanthanum aluminum silicate oxide glasses (SiO2-Al2…

physics.optics2019★ 39 cited

Topological photonic crystal fibers and ring resonators

Laura Pilozzi, Daniel Leykam, Zhigang Chen +1

We study photonic crystal fibers and ring resonators with topological features induced by Aubry- Andre-Harper modulations of the cladding. We find non trivial gaps and edge states…

physics.optics2019★ 126 cited

Silicon metasurfaces for third harmonic geometric phase manipulation and multiplexed holography

Bernhard Reineke, Basudeb Sain, Ruizhe Zhao +5

Nonlinear wavefront control is a crucial requirement in realizing nonlinear optical applications with metasurfaces. Numerous aspects of nonlinear frequency conversion and wavefront…

physics.optics2019★ 20 cited

Optical Spatial Shock Waves in Nonlocal Nonlinear Media

Giulia Marcucci, Davide Pierangeli, Silvia Gentilini +3

Dispersive shock waves are fascinating phenomena occurring when nonlinearity overwhelms linear effects, such as dispersion and diffraction. Many features of shock waves are still u…

physics.optics2019★ 145 cited

Semiconductor ring laser frequency combs induced by phase turbulence

Marco Piccardo, Benedikt Schwarz, Dmitry Kazakov +10

Semiconductor ring lasers are miniaturized devices that operate on clockwise and counterclockwise modes. These modes are not coupled in the absence of intracavity reflectors, which…