Predicting ultrafast nonlinear dynamics in optical fiber using neural networks

2021 ◽  
Author(s):  
Goëry Genty ◽  
Lauri Salmela ◽  
John M. Dudley
Keyword(s):  
Nonlinear Dynamics ◽  
Neural Networks ◽  
Optical Fiber

Nonlinear dynamics and machine learning of recurrent spiking neural networks

2021 ◽  
Author(s):  
Oleg V. Maslennikov ◽  
Mechislav M. Pugavko ◽  
Dmitrii S. Shchapin ◽  
Vladimir I. Nekorkin
Keyword(s):  
Nonlinear Dynamics ◽  
Machine Learning ◽  
Neural Networks ◽  
Spiking Neural Networks

Nonlinear dynamics and machine learning of recurrent spiking neural networks

2021 ◽  
Author(s):  
Oleg V. Maslennikov ◽  
Mechislav M. Pugavko ◽  
Dmitrii S. Shchapin ◽  
Vladimir I. Nekorkin
Keyword(s):  
Nonlinear Dynamics ◽  
Machine Learning ◽  
Neural Networks ◽  
Spiking Neural Networks

Prediction of the Unwinding Performance of Optical Fiber Cables by Nonlinear Dynamics Analysis

2010 ◽  
Vol 34 (3) ◽  
pp. 347-352
Author(s):  
Jae-Wook Lee ◽  
Kun-Woo Kim ◽  
Hyung-Ryul Kim ◽  
Wan-Suk Yoo ◽  
Deuk-Man An
Keyword(s):  
Nonlinear Dynamics ◽  
Optical Fiber ◽  
Dynamics Analysis

Optical neural networks based on optical fiber-communication system

2019 ◽  
Vol 364 ◽  
pp. 239-244 ◽  
Author(s):  
Tian-You Cheng ◽  
Da-Ya Chou ◽  
Ching-Chuan Liu ◽  
Ya-Ju Chang ◽  
Chii-Chang Chen
Keyword(s):  
Neural Networks ◽  
Optical Fiber ◽  
Communication System ◽  
Optical Fiber Communication ◽  
Fiber Communication ◽  
Optical Neural Networks ◽  
Optical Fiber Communication System

Nonlinear-dynamics theory of up-down transitions in neocortical neural networks

2012 ◽  
Vol 85 (2) ◽  
Author(s):  
Maryam Ghorbani ◽  
Mayank Mehta ◽  
Robijn Bruinsma ◽  
Alex J. Levine
Keyword(s):  
Nonlinear Dynamics ◽  
Neural Networks
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