Cryptocurrency forecasting with deep learning chaotic neural networks

S Lahmiri, S Bekiros - Chaos, Solitons & Fractals, 2019 - Elsevier
We implement deep learning techniques to forecast the price of the three most widely traded
digital currencies ie, Bitcoin, Digital Cash and Ripple. To the best of our knowledge, this is …

[图书][B] Practical bifurcation and stability analysis

R Seydel - 2009 - books.google.com
Fifteen years have elapsed after the second edition of Practical Bifurcation and Stability
Analysis was published. During that time period the? eld of computational bifurcation has …

Chaos, randomness and multi-fractality in Bitcoin market

S Lahmiri, S Bekiros - Chaos, solitons & fractals, 2018 - Elsevier
Since its inception, the digital currency market is considerably growing, especially in the
most recent years. The main purpose of this paper is to investigate, assess and detect …

[图书][B] Chaos in nonlinear oscillators: controlling and synchronization

M Lakshmanan, K Murali - 1996 - books.google.com
This book deals with the bifurcation and chaotic aspects of damped and driven nonlinear
oscillators. The analytical and numerical aspects of the chaotic dynamics of these oscillators …

[图书][B] Encyclopedia of nonlinear science

A Scott - 2006 - taylorfrancis.com
In 438 alphabetically-arranged essays, this work provides a useful overview of the core
mathematical background for nonlinear science, as well as its applications to key problems …

[图书][B] Nonlinear spatio-temporal dynamics and chaos in semiconductors

E Schöll - 2001 - books.google.com
Nonlinear transport phenomena are an increasingly important aspect of modern
semiconductor research. This volume deals with complex nonlinear dynamics, pattern …

[图书][B] Topics in nonlinear dynamics: Applications to physics, biology and economic systems

E Mosekilde - 2003 - books.google.com
Through a series of examples from physics, engineering, biology and economics, this book
illustrates the enormous potential for application of ideas and concepts from nonlinear …

Slow domains in semi-insulating GaAs

A Neumann - Journal of Applied Physics, 2001 - pubs.aip.org
Semi-insulating GaAs shows current oscillations if a high dc voltage is applied to a sample.
These oscillations are caused by traveling high-electric-field domains that are formed as a …

Financial markets' deterministic aspects modeled by a low-dimensional equation

G Orlando, M Bufalo, R Stoop - Scientific reports, 2022 - nature.com
We ask whether empirical finance market data (Financial Stress Index, swap and equity,
emerging and developed, corporate and government, short and long maturity), with their …

Routes to complex dynamics in a ring of unidirectionally coupled systems

P Perlikowski, S Yanchuk, M Wolfrum… - … Journal of Nonlinear …, 2010 - pubs.aip.org
We study the dynamics of a ring of unidirectionally coupled autonomous Duffing oscillators.
Starting from a situation where the individual oscillator without coupling has only trivial …