A review of modularization techniques in artificial neural networks

M Amer, T Maul - Artificial Intelligence Review, 2019 - Springer
Artificial neural networks (ANNs) have achieved significant success in tackling classical and
modern machine learning problems. As learning problems grow in scale and complexity …

Time-delay identification in a chaotic semiconductor laser with optical feedback: a dynamical point of view

D Rontani, A Locquet, M Sciamanna… - IEEE Journal of …, 2009 - ieeexplore.ieee.org
A critical issue in optical chaos-based communications is the possibility to identify the
parameters of the chaotic emitter and, hence, to break the security. In this paper, we study …

Suppression of time delay signatures of chaotic output in a semiconductor laser with double optical feedback

JG Wu, GQ Xia, ZM Wu - Optics express, 2009 - opg.optica.org
We experimentally and numerically demonstrate the time delay (TD) signature suppression
of chaotic output in a double optical feedback semiconductor laser (DOF-SL) system. Two …

Time scales of a chaotic semiconductor laser with optical feedback under the lens of a permutation information analysis

MC Soriano, L Zunino, OA Rosso… - IEEE Journal of …, 2011 - ieeexplore.ieee.org
We analyze the intrinsic time scales of the chaotic dynamics of a semiconductor laser
subject to optical feedback by estimating quantifiers derived from a permutation information …

Security-enhanced electro-optic feedback phase chaotic system based on nonlinear coupling of two delayed interfering branches

C Wang, Y Ji, H Wang, L Bai - IEEE Photonics Journal, 2018 - ieeexplore.ieee.org
In this paper, a novel electro-optic feedback phase chaotic system based on nonlinear
coupling of two delayed interfering branches is proposed and analyzed by numerical …

Delay Fokker-Planck equations, Novikov's theorem, and Boltzmann distributions as small delay approximations

TD Frank - Physical Review E—Statistical, Nonlinear, and Soft …, 2005 - APS
We study time-delayed stochastic systems that can be described by means of so-called
delay Fokker-Planck equations. Using Novikov's theorem, we first show that the theory of …

[PDF][PDF] 混沌保密光通信研究进展

义理林, 柯俊翔 - Journal on Communication/Tongxin …, 2020 - infocomm-journal.com
针对混沌保密光通信的关键技术和最新的研究进展, 首先介绍了基于不同非线性器件的混沌生成
方法; 然后重点研究了混沌光通信的研究前沿, 包括如何提高安全性, 如何提升混沌保密光通信的 …

Prediction of bedload transport rate using a block combined network structure

SA Hosseini, A Abbaszadeh Shahri… - Hydrological Sciences …, 2022 - Taylor & Francis
Modularity as a system of separate and independent sub-tasks is the appropriate way to
improve the performance of artificial neural network (ANN) models in hydrological …

Digital key for chaos communication performing time delay concealment

RM Nguimdo, P Colet, L Larger, L Pesquera - Physical review letters, 2011 - APS
We introduce a scheme that integrates a digital key in a phase-chaos electro-optical delay
system for optical chaos communications. A pseudorandom binary sequence (PRBS) is …

Synchronization of reaction–diffusion neural networks with time-varying delays via stochastic sampled-data controller

R Rakkiyappan, S Dharani, Q Zhu - Nonlinear Dynamics, 2015 - Springer
This paper discusses the synchronization problem for a class of reaction–diffusion neural
networks with Dirichlet boundary conditions. Unlike other studies, a sampled-data controller …