activity
20202023
most citedCompensation of Fiber Nonlinearities in Digital Coherent Systems Leveraging Long Short-Term Memory Neural Networks

125 citations · 398 across the 16 of their papers we have counts for

collaborators
Showing 2022Show all

7 papers · 1 filter

physics.geo-ph2022

Linking distributed and integrated fiber-optic sensing

Daniel C. Bowden, Andreas Fichtner, Thomas Nikas +7

Distributed Acoustic Sensing (DAS) has become a popular method of observing seismic wavefields: backscattered pulses of light reveal strains or strain-rates at any location along a…

physics.optics2022★ 19 cited

Time-Delayed Reservoir Computing Based on Dual-Waveband Quantum-Dot Spin-Polarized Vertical Cavity Surface-Emitting Laser

M. Skontranis, G. Sarantoglou, A. Bogris +1

In this work we present numerical results concerning a time-delayed reservoir computing scheme, where its single nonlinear node, is a Quantum-Dot spin polarized Vertical Cavity Sur…

cs.ET2022★ 55 cited

High Speed Photonic Neuromorphic Computing Using Recurrent Optical Spectrum Slicing Neural Networks

K. Sozos, A. Bogris, P. Bienstman +3

Neuromorphic Computing implemented in photonic hardware is one of the most promising routes towards achieving machine learning processing at the picosecond scale, with minimum powe…

physics.geo-ph2022★ 11 cited

Sensitivity kernels for transmission fiber optics

Andreas Fichtner, Adonis Bogris, Daniel Bowden +6

Fiber-optic sensing technologies based on transmission offer an alternative to scattering-based Distributed Acoustic Sensing (DAS). Being able to interrogate fibers that are thousa…

cs.ET2022★ 9 cited

Bayesian Photonic Accelerators for Energy Efficient and Noise Robust Neural Processing

George Sarantoglou, Adonis Bogris, Charis Mesaritakis +1

Artificial neural networks are efficient computing platforms inspired by the brain. Such platforms can tackle a vast area of real-life tasks ranging from image processing to langua…

physics.geo-ph2022★ 5 cited

Introduction to phase transmission fibre-optic sensing of seismic waves

Andreas Fichtner, Adonis Bogris, Thomas Nikas +6

This manuscript is concerned with phase changes of signals transmitted through deforming optical fibres. As a first result, it establishes an exact relation between observable phas…

physics.optics2022★ 6 cited

Fast all-optical random number generator

Jiamin Zhao, Pu Li, Xing Zhang +5

We propose a simple and all-optical method for fast random number generation based on the laser mode hopping. Through periodically restarting a two-mode laser operating in the bist…