Reservoir Computing as a Model for In-Materio Computing

M Dale, JF Miller, S Stepney - Advances in Unconventional Computing …, 2017 - Springer
Research in substrate-based computing has shown that materials contain rich properties
that can be exploited to solve computational problems. One such technique known as …

Reservoir computing in materio: An evaluation of configuration through evolution

M Dale, S Stepney, JF Miller… - 2016 IEEE symposium …, 2016 - ieeexplore.ieee.org
Recent work has shown that computational substrates made from carbon nanotube/polymer
mixtures can form trainable Reservoir Computers. This new reservoir computing platform …

Computing on actin bundles network

A Adamatzky, F Huber, J Schnauß - Scientific reports, 2019 - nature.com
Actin filaments are conductive to ionic currents, mechanical and voltage solitons. These
travelling localisations can be utilised to generate computing circuits from actin networks …

Computing with carbon nanotubes: Optimization of threshold logic gates using disordered nanotube/polymer composites

MK Massey, A Kotsialos, F Qaiser, DA Zeze… - Journal of Applied …, 2015 - pubs.aip.org
This paper explores the use of single-walled carbon nanotube (SWCNT)/poly (butyl
methacrylate) composites as a material for use in unconventional computing. The …

Mecobo: A hardware and software platform for in materio evolution

OR Lykkebø, S Harding, G Tufte, JF Miller - … ON, Canada, July 14-18, 2014 …, 2014 - Springer
Evolution in Materio (EIM) exploits properties of physical systems for computation.“Designs”
are evolved instead of a traditional top down design approach. Computation is a product of …

[HTML][HTML] Evolution of electronic circuits using carbon nanotube composites

MK Massey, A Kotsialos, D Volpati, E Vissol-Gaudin… - Scientific reports, 2016 - nature.com
Evolution-in-materio concerns the computer controlled manipulation of material systems
using external stimuli to train or evolve the material to perform a useful function. In this paper …

Computational matter: Evolving computational functions in nanoscale materials

H Broersma, JF Miller, S Nichele - Advances in Unconventional Computing …, 2017 - Springer
Natural evolution has been manipulating the properties of proteins for billions of years. This
'design process' is completely different to conventional human design which assembles well …

Exploring the alignment of carbon nanotubes dispersed in a liquid crystal matrix using coplanar electrodes

D Volpati, MK Massey, DW Johnson… - Journal of Applied …, 2015 - pubs.aip.org
We report on the use of a liquid crystalline host medium to align single-walled carbon
nanotubes in an electric field using an in-plane electrode configuration. Electron microscopy …

The alchemy of computation: designing with the unknown

JF Miller - Natural Computing, 2019 - Springer
Modern computers allow a methodical search of possibly billions of experiments and the
exploitation of interactions that are not known in advance. This enables a bottom-up process …

Practical issues for configuring carbon nanotube composite materials for computation

KD Clegg, JF Miller, MK Massey… - 2014 IEEE International …, 2014 - ieeexplore.ieee.org
We report our experiences of attempting to configure a single-walled carbon nanotube
(SWCNT)/polymer composite material deposited on a micro-electrode array to carry out two …