Thoughts on Unconventional Computing

Thoughts on Unconventional Computing
Author: Andrew Adamatzky
Publisher:
Total Pages: 116
Release: 2021-02-28
Genre:
ISBN: 9781905986125

There is no strict definition of unconventional computing. Being an unconventional computist is not a matter of training but thinking and living. Phenomenologically most works on unconventional computing are about implementation of computing in novel substrates (chemical, physical, biological), development of computing schemes and algorithms not fitting into the mainstream framework, or designing of computing architectures inspired by chemical or biological systems. This short book gives a snapshot of the unconventional computing field. The world-leading experts in the unconventional computing author all articles of the issue. The topics include analog computation, sensing and computing with fungi, chemical computing, swarms of minimalist agents, computational universality, mega-computing in the universe, information and music, universal sensing, art of deduction, reversible computing, philosophy of machine learning, epistemic incompleteness, post-quantum unconventional computing, complexity of natural computing, arts and cellular automata. Articles presented are punchy and well illustrated. All articles are short and self-contained. The book will serve well as a light-touch introduction to unconventional computing for people not familiar with computing and might inspire artists and humanitarians to enter the field.

Advances in Unconventional Computing

Advances in Unconventional Computing
Author: Andrew Adamatzky
Publisher: Springer
Total Pages: 868
Release: 2016-07-18
Genre: Technology & Engineering
ISBN: 3319339249

The unconventional computing is a niche for interdisciplinary science, cross-bred of computer science, physics, mathematics, chemistry, electronic engineering, biology, material science and nanotechnology. The aims of this book are to uncover and exploit principles and mechanisms of information processing in and functional properties of physical, chemical and living systems to develop efficient algorithms, design optimal architectures and manufacture working prototypes of future and emergent computing devices. This first volume presents theoretical foundations of the future and emergent computing paradigms and architectures. The topics covered are computability, (non-)universality and complexity of computation; physics of computation, analog and quantum computing; reversible and asynchronous devices; cellular automata and other mathematical machines; P-systems and cellular computing; infinity and spatial computation; chemical and reservoir computing. The book is the encyclopedia, the first ever complete authoritative account, of the theoretical and experimental findings in the unconventional computing written by the world leaders in the field. All chapters are self-contains, no specialist background is required to appreciate ideas, findings, constructs and designs presented. This treatise in unconventional computing appeals to readers from all walks of life, from high-school pupils to university professors, from mathematicians, computers scientists and engineers to chemists and biologists.

Handbook of Unconventional Computing

Handbook of Unconventional Computing
Author: Andrew Adamatzky
Publisher:
Total Pages: 0
Release: 2022
Genre: Biocomputers
ISBN: 9789811235719

"Did you know that computation can be implemented with cytoskeleton networks, chemical reactions, liquid marbles, plants, polymers and dozens of other living and inanimate substrates? Do you know what is reversible computing or a DNA microscopy? Are you aware that randomness aids computation? Would you like to make logical circuits from enzymatic reactions? Have you ever tried to implement digital logic with Minecraft? Do you know that eroding sandstones can compute too? This volume will review most of the key attempts in coming up with an alternative way of computation. In doing so, the authors show that we do not need computers to compute and we do not need computation to infer. It invites readers to rethink the computer and computing, and appeals to computer scientists, mathematicians, physicists and philosophers. The topics are presented in a lively and easily accessible manner and make for ideal supplementary reading across a broad range of subjects"--

From Utopian to Genuine Unconventional Computers

From Utopian to Genuine Unconventional Computers
Author: Andrew Adamatzky
Publisher: Luniver Press
Total Pages: 222
Release: 2006
Genre: Computers
ISBN: 0955117097

Unconventional computing is a field of advanced computer science, which general goal might be summarised as the quest for both new groundbreaking algorithms and physical implementations of novel and ultimately more powerful - compared to classical approaches - computing paradigms and machines. This volume brings together work that especially focuses on experimental prototypes and genuine implementations of non-classical computing devices. A further goal was to revisit existing approaches in unconventional computing, to provide scientists and engineers with blue-prints of realisable computing devices, and to take a critical glance at the design of novel and emergent computing systems to point out failures and shortcomings of both theoretical and experimental approaches.

Unconventional Computing 2007

Unconventional Computing 2007
Author: Andrew Adamatzky
Publisher: Luniver Press
Total Pages: 348
Release: 2007
Genre: Computers
ISBN: 190598605X

Unconventional computing is the quest for groundbreaking new algorithms and computing architectures based on and inspired by the principles of information processing in physical, chemical and biological systems. The timely scientific contributions in this book include cutting-edge theoretical work on quantum and kinematic Turing machines, computational complexity of physical systems, molecular and chemical computation, processing incomplete information, physical hypercomputation, automata networks and swarms. They are nicely complemented by recent results on experimental implementations of logical and arithmetical circuits in a domino substrate, DNA computers, and self-assembly. The book supports interdisciplinary research in the field of future computing and contributes toward developing a common interface between computer science, biology, mathematics, chemistry, electronics engineering, and physics.

Unconventional Models of Computation

Unconventional Models of Computation
Author: Christian Calude
Publisher: Springer Science & Business Media
Total Pages: 442
Release: 1998-02-01
Genre: Computers
ISBN: 9789813083691

Covering recent research into unconventional methods of computing for disciplines in computer science, mathematics, biology, physics and philosophy, the subjects include: nonconventional computational methods, DNA computation, quantum computation, and beyong Turing computability; new methods of discrete computation; theoretical and conceptual new computational paradigms; practical knowledge on new computing technologies.

Unconventional Computing

Unconventional Computing
Author: Rachel Armstrong
Publisher:
Total Pages: 0
Release: 2013
Genre: Architectural design
ISBN: 9781926724249

Design Methods for Adaptive Architecture. Unconventional Computing is an exploration of the emerging terrain of negotiated acts of co-design between humans, nonhumans and matter, where spatial programs are regarded as acts of persuasion, co-operation and symbiosis. These acts of design and production are not at odds with nature but are seamlessly entwined with its processes.

Computational Matter

Computational Matter
Author: Susan Stepney
Publisher: Springer
Total Pages: 335
Release: 2018-07-20
Genre: Computers
ISBN: 3319658263

This book is concerned with computing in materio: that is, unconventional computing performed by directly harnessing the physical properties of materials. It offers an overview of the field, covering four main areas of interest: theory, practice, applications and implications. Each chapter synthesizes current understanding by deliberately bringing together researchers across a collection of related research projects. The book is useful for graduate students, researchers in the field, and the general scientific reader who is interested in inherently interdisciplinary research at the intersections of computer science, biology, chemistry, physics, engineering and mathematics.

Computing Nature

Computing Nature
Author: Gordana Dodig-Crnkovic
Publisher: Springer Science & Business Media
Total Pages: 268
Release: 2013-03-21
Genre: Technology & Engineering
ISBN: 3642372252

This book is about nature considered as the totality of physical existence, the universe, and our present day attempts to understand it. If we see the universe as a network of networks of computational processes at many different levels of organization, what can we learn about physics, biology, cognition, social systems, and ecology expressed through interacting networks of elementary particles, atoms, molecules, cells, (and especially neurons when it comes to understanding of cognition and intelligence), organs, organisms and their ecologies? Regarding our computational models of natural phenomena Feynman famously wondered: “Why should it take an infinite amount of logic to figure out what one tiny piece of space/time is going to do?” Phenomena themselves occur so quickly and automatically in nature. Can we learn how to harness nature’s computational power as we harness its energy and materials? This volume includes a selection of contributions from the Symposium on Natural Computing/Unconventional Computing and Its Philosophical Significance, organized during the AISB/IACAP World Congress 2012, held in Birmingham, UK, on July 2-6, on the occasion of the centenary of Alan Turing’s birth. In this book, leading researchers investigated questions of computing nature by exploring various facets of computation as we find it in nature: relationships between different levels of computation, cognition with learning and intelligence, mathematical background, relationships to classical Turing computation and Turing’s ideas about computing nature - unorganized machines and morphogenesis. It addresses questions of information, representation and computation, interaction as communication, concurrency and agent models; in short this book presents natural computing and unconventional computing as extension of the idea of computation as symbol manipulation.

Collision-Based Computing

Collision-Based Computing
Author: Andrew Adamatzky
Publisher: Springer Science & Business Media
Total Pages: 588
Release: 2002-05-13
Genre: Computers
ISBN: 9781852335403

Collision-Based Computing presents a unique overview of computation with mobile self-localized patterns in non-linear media, including computation in optical media, mathematical models of massively parallel computers, and molecular systems. It covers such diverse subjects as conservative computation in billiard ball models and its cellular-automaton analogues, implementation of computing devices in lattice gases, Conway's Game of Life and discrete excitable media, theory of particle machines, computation with solitons, logic of ballistic computing, phenomenology of computation, and self-replicating universal computers. Collision-Based Computing will be of interest to researchers working on relevant topics in Computing Science, Mathematical Physics and Engineering. It will also be useful background reading for postgraduate courses such as Optical Computing, Nature-Inspired Computing, Artificial Intelligence, Smart Engineering Systems, Complex and Adaptive Systems, Parallel Computation, Applied Mathematics and Computational Physics.