We present the design and numerical study of a nonlinear equalizer for optical communications based on silicon photonics and reservoir computing. The proposed equalizer leverages the optical information processing capabilities of integrated photonic reservoirs to combat distortions both in metro links of a few hundred kilometers and in high-speed short-reach intensity-modulation-direct-detection links. We show nonlinear compensation in unrepeated metro links of up to 200 km that outperform electrical feedforward equalizers based equalizers, and ultimately any linear compensation device. For a high-speed short-reach 40Gb/s link based on a distributed feedback laser and an electroabsorptive modulator, and considering a hard decision forward e...
In this paper, we present a review on silicon-based nonlinear devices for all optical nonlinear proc...
2012-03-09Optical fiber telecommunications is facing the bottleneck of electronics due to the increa...
Over 95% of digital data transmitted are carried by optical fibres, to form the great part of nation...
We present the design and numerical study of a nonlinear equalizer for optical communications based ...
We propose an efficient neural-network-based equalization jointly compensating fiber and transceiver...
In recent years, various methods, architectures, and implementations have been proposed to realize h...
Ultra-high capacity fiber optic systems with data rates exceeding 100 Giga bits per second per fiber...
Nonlinearity mitigation in optical fiber networks is typically handled by electronic Digital Signal ...
In this work, we demonstrate the offline FPGA realization of both recurrent and feedforward neural n...
Nonlinear distortion has always been a challenge for optical communication due to the nonlinear tra...
To satisfy the explosive growth in global Internet traffic, the development of transmission links th...
In this work, we demonstrate the offline FPGA realization of both recurrent and feedforward neural n...
A state-of-the art of photonic telecommunication technology is reviewed and possible directions of f...
Gigabit optical fiber communications channels typically exhibit linear and nonlinear distortion as a...
The deployment of artificial neural networks-based optical channel equalizers on edge-computing devi...
In this paper, we present a review on silicon-based nonlinear devices for all optical nonlinear proc...
2012-03-09Optical fiber telecommunications is facing the bottleneck of electronics due to the increa...
Over 95% of digital data transmitted are carried by optical fibres, to form the great part of nation...
We present the design and numerical study of a nonlinear equalizer for optical communications based ...
We propose an efficient neural-network-based equalization jointly compensating fiber and transceiver...
In recent years, various methods, architectures, and implementations have been proposed to realize h...
Ultra-high capacity fiber optic systems with data rates exceeding 100 Giga bits per second per fiber...
Nonlinearity mitigation in optical fiber networks is typically handled by electronic Digital Signal ...
In this work, we demonstrate the offline FPGA realization of both recurrent and feedforward neural n...
Nonlinear distortion has always been a challenge for optical communication due to the nonlinear tra...
To satisfy the explosive growth in global Internet traffic, the development of transmission links th...
In this work, we demonstrate the offline FPGA realization of both recurrent and feedforward neural n...
A state-of-the art of photonic telecommunication technology is reviewed and possible directions of f...
Gigabit optical fiber communications channels typically exhibit linear and nonlinear distortion as a...
The deployment of artificial neural networks-based optical channel equalizers on edge-computing devi...
In this paper, we present a review on silicon-based nonlinear devices for all optical nonlinear proc...
2012-03-09Optical fiber telecommunications is facing the bottleneck of electronics due to the increa...
Over 95% of digital data transmitted are carried by optical fibres, to form the great part of nation...