Literature DB >> 28115619

Nonlinear dynamics as an engine of computation.

Behnam Kia1, John F Lindner2, William L Ditto3.   

Abstract

Control of chaos teaches that control theory can tame the complex, random-like behaviour of chaotic systems. This alliance between control methods and physics-cybernetical physics-opens the door to many applications, including dynamics-based computing. In this article, we introduce nonlinear dynamics and its rich, sometimes chaotic behaviour as an engine of computation. We review our work that has demonstrated how to compute using nonlinear dynamics. Furthermore, we investigate the interrelationship between invariant measures of a dynamical system and its computing power to strengthen the bridge between physics and computation.This article is part of the themed issue 'Horizons of cybernetical physics'.
© 2017 The Author(s).

Keywords:  computation; cybernetical physics; nonlinear dynamics

Year:  2017        PMID: 28115619      PMCID: PMC5311441          DOI: 10.1098/rsta.2016.0222

Source DB:  PubMed          Journal:  Philos Trans A Math Phys Eng Sci        ISSN: 1364-503X            Impact factor:   4.226


  6 in total

1.  Computational capacity of the universe.

Authors:  Seth Lloyd
Journal:  Phys Rev Lett       Date:  2002-05-24       Impact factor: 9.161

2.  Unstable periodic orbits and noise in chaos computing.

Authors:  Behnam Kia; Anna Dari; William L Ditto; Mark L Spano
Journal:  Chaos       Date:  2011-12       Impact factor: 3.642

3.  Chaos computing in terms of periodic orbits.

Authors:  Behnam Kia; Mark L Spano; William L Ditto
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2011-09-12

4.  Unpredictability and undecidability in dynamical systems.

Authors: 
Journal:  Phys Rev Lett       Date:  1990-05-14       Impact factor: 9.161

5.  Noise tolerant spatiotemporal chaos computing.

Authors:  Behnam Kia; Sarvenaz Kia; John F Lindner; Sudeshna Sinha; William L Ditto
Journal:  Chaos       Date:  2014-12       Impact factor: 3.642

6.  Nonlinear dynamics based digital logic and circuits.

Authors:  Behnam Kia; John F Lindner; William L Ditto
Journal:  Front Comput Neurosci       Date:  2015-05-15       Impact factor: 2.380

  6 in total
  3 in total

1.  Horizons of cybernetical physics.

Authors:  Alexander L Fradkov
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2017-03-06       Impact factor: 4.226

2.  Modelling co-translational dimerization for programmable nonlinearity in synthetic biology.

Authors:  Ruud Stoof; Ángel Goñi-Moreno
Journal:  J R Soc Interface       Date:  2020-11-04       Impact factor: 4.118

3.  Nonlinear dynamics based machine learning: Utilizing dynamics-based flexibility of nonlinear circuits to implement different functions.

Authors:  Behnam Kia; Allen Mendes; Akshay Parnami; Robin George; Kenneth Mobley; William L Ditto
Journal:  PLoS One       Date:  2020-03-03       Impact factor: 3.240

  3 in total

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