A programmable chemical computer with memory and pattern recognition

Parrilla Gutierrez, J. M. , Sharma, A. , Tsuda, S., Cooper, G. J.T. , Aragon Camarasa, G. , Donkers, K. and Cronin, L. (2020) A programmable chemical computer with memory and pattern recognition. Nature Communications, 11, 1442. (doi: 10.1038/s41467-020-15190-3) (PMID:32188858) (PMCID:PMC7080730)

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Abstract

Current computers are limited by the von Neumann bottleneck, which constrains the throughput between the processing unit and the memory. Chemical processes have the potential to scale beyond current computing architectures as the processing unit and memory reside in the same space, performing computations through chemical reactions, yet their lack of programmability limits them. Herein, we present a programmable chemical processor comprising of a 5 by 5 array of cells filled with a switchable oscillating chemical (Belousov–Zhabotinsky) reaction. Each cell can be individually addressed in the ‘on’ or ‘off’ state, yielding more than 2.9 × 1017 chemical states which arise from the ability to detect distinct amplitudes of oscillations via image processing. By programming the array of interconnected BZ reactions we demonstrate chemically encoded and addressable memory, and we create a chemical Autoencoder for pattern recognition able to perform the equivalent of one million operations per second.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Cooper, Dr Geoff and Sharma, Mr Abhishek and Cronin, Professor Lee and Parrilla Gutierrez, Dr Juan Manuel and Aragon Camarasa, Dr Gerardo and Tsuda, Dr Soichiro
Authors: Parrilla Gutierrez, J. M., Sharma, A., Tsuda, S., Cooper, G. J.T., Aragon Camarasa, G., Donkers, K., and Cronin, L.
College/School:College of Science and Engineering > School of Chemistry
College of Science and Engineering > School of Computing Science
Journal Name:Nature Communications
Publisher:Nature Publishing Group
ISSN:2041-1723
ISSN (Online):2041-1723
Copyright Holders:Copyright © 2020 The Authors
First Published:First published in Nature Communications 11:1442
Publisher Policy:Reproduced under a Creative Commons License

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