Dynamical principles in neuroscience

MI Rabinovich, P Varona, AI Selverston… - Reviews of modern …, 2006 - APS
Dynamical modeling of neural systems and brain functions has a history of success over the
last half century. This includes, for example, the explanation and prediction of some features …

Dissipative solitons

HG Purwins, HU Bödeker, S Amiranashvili - Advances in Physics, 2010 - Taylor & Francis
The present review summarizes experimental and theoretical work dealing with self-
organized solitary localized structures (LSs) that are observed in spatially extended …

Variational quantum algorithms for nonlinear problems

M Lubasch, J Joo, P Moinier, M Kiffner, D Jaksch - Physical Review A, 2020 - APS
We show that nonlinear problems including nonlinear partial differential equations can be
efficiently solved by variational quantum computing. We achieve this by utilizing multiple …

[HTML][HTML] On explaining the surprising success of reservoir computing forecaster of chaos? The universal machine learning dynamical system with contrast to VAR and …

E Bollt - Chaos: An Interdisciplinary Journal of Nonlinear …, 2021 - pubs.aip.org
Machine learning has become a widely popular and successful paradigm, especially in data-
driven science and engineering. A major application problem is data-driven forecasting of …

Dynamical movement primitives: learning attractor models for motor behaviors

AJ Ijspeert, J Nakanishi, H Hoffmann, P Pastor… - Neural …, 2013 - direct.mit.edu
Nonlinear dynamical systems have been used in many disciplines to model complex
behaviors, including biological motor control, robotics, perception, economics, traffic …

[HTML][HTML] The weakly non-linear waves propagation for Kelvin–Helmholtz instability in the magnetohydrodynamics flow impelled by fractional theory

WA Faridi, MI Asjad, A Jhangeer, A Yusuf… - Optical and Quantum …, 2023 - Springer
The weakly nonlinear wave propagation that occurs in the presence of magnetic fields, in
which energy is concentrated in a narrow band of wave-numbers in a dispersive and …

Modulation instability analysis, optical and other solutions to the modified nonlinear Schrödinger equation

M Younis, TA Sulaiman, M Bilal… - Communications in …, 2020 - iopscience.iop.org
This paper studies the new families of exact traveling wave solutions with the modified
nonlinear Schrödinger equation, which models the propagation of rogue waves in ocean …

[HTML][HTML] Optical solitons of fractional complex Ginzburg–Landau equation with conformable, beta, and M-truncated derivatives: A comparative study

A Hussain, A Jhangeer, N Abbas, I Khan… - Advances in Difference …, 2020 - Springer
In this paper, we investigate the optical solitons of the fractional complex Ginzburg–Landau
equation (CGLE) with Kerr law nonlinearity which shows various phenomena in physics like …

Dynamical behavior and multiple optical solitons for the fractional Ginzburg–Landau equation with -derivative in optical fibers

L Tang - Optical and Quantum Electronics, 2024 - Springer
The main goal of the current work is to study dynamical behavior and dispersive optical
solitons for the fractional Ginzburg–Landau equation in optical fibers. Starting with the …

The investigation of unique optical soliton solutions for dual-mode nonlinear Schrödinger's equation with new mechanisms

B Kopçasız, E Yaşar - Journal of Optics, 2023 - Springer
In this study, we regard the dual-mode nonlinear Schrödinger equation (DMNLSE). The
DMNLSE depicts the propagations of two-moving waves synchronically. The extended …