Literature DB >> 20887067

Introduction to focus issue: intrinsic and designed computation: information processing in dynamical systems--beyond the digital hegemony.

James P Crutchfield1, William L Ditto, Sudeshna Sinha.   

Abstract

How dynamical systems store and process information is a fundamental question that touches a remarkably wide set of contemporary issues: from the breakdown of Moore's scaling laws--that predicted the inexorable improvement in digital circuitry--to basic philosophical problems of pattern in the natural world. It is a question that also returns one to the earliest days of the foundations of dynamical systems theory, probability theory, mathematical logic, communication theory, and theoretical computer science. We introduce the broad and rather eclectic set of articles in this Focus Issue that highlights a range of current challenges in computing and dynamical systems.

Year:  2010        PMID: 20887067     DOI: 10.1063/1.3492712

Source DB:  PubMed          Journal:  Chaos        ISSN: 1054-1500            Impact factor:   3.642


  9 in total

1.  Reservoir computing with random and optimized time-shifts.

Authors:  Enrico Del Frate; Afroza Shirin; Francesco Sorrentino
Journal:  Chaos       Date:  2021-12       Impact factor: 3.642

2.  Dynamical stochastic simulation of complex electrical behavior in neuromorphic networks of metallic nanojunctions.

Authors:  F Mambretti; M Mirigliano; E Tentori; N Pedrani; G Martini; P Milani; D E Galli
Journal:  Sci Rep       Date:  2022-07-18       Impact factor: 4.996

Review 3.  Minimal approach to neuro-inspired information processing.

Authors:  Miguel C Soriano; Daniel Brunner; Miguel Escalona-Morán; Claudio R Mirasso; Ingo Fischer
Journal:  Front Comput Neurosci       Date:  2015-06-02       Impact factor: 2.380

4.  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

5.  Optimal nonlinear information processing capacity in delay-based reservoir computers.

Authors:  Lyudmila Grigoryeva; Julie Henriques; Laurent Larger; Juan-Pablo Ortega
Journal:  Sci Rep       Date:  2015-09-11       Impact factor: 4.379

6.  Hypothesizing the body's genius to trigger and self-organize its healing: 25 years using a standardized neurophysics therapy.

Authors:  Sara N Ross; Ken Ware
Journal:  Front Physiol       Date:  2013-11-19       Impact factor: 4.566

7.  Reservoir Computing Beyond Memory-Nonlinearity Trade-off.

Authors:  Masanobu Inubushi; Kazuyuki Yoshimura
Journal:  Sci Rep       Date:  2017-08-31       Impact factor: 4.379

8.  Morphological Computation: Nothing but Physical Computation.

Authors:  Marcin Miłkowski
Journal:  Entropy (Basel)       Date:  2018-12-07       Impact factor: 2.524

9.  Parallel photonic information processing at gigabyte per second data rates using transient states.

Authors:  Daniel Brunner; Miguel C Soriano; Claudio R Mirasso; Ingo Fischer
Journal:  Nat Commun       Date:  2013       Impact factor: 14.919

  9 in total

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