Chemical computing with reaction-diffusion processes

被引:51
作者
Gorecki, J. [1 ]
Gizynski, K. [1 ]
Guzowski, J. [1 ]
Gorecka, J. N. [2 ]
Garstecki, P. [1 ]
Gruenert, G. [3 ]
Dittrich, P. [3 ]
机构
[1] Polish Acad Sci, Inst Phys Chem, PL-01224 Warsaw, Poland
[2] Polish Acad Sci, Inst Phys, PL-02668 Warsaw, Poland
[3] Univ Jena, Dept Math & Comp Sci, D-07743 Jena, Germany
来源
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES | 2015年 / 373卷 / 2046期
基金
欧洲研究理事会;
关键词
mutual information; Belousov-Zhabotinsky reaction; microfuidic reactor; evolutionary algorithm; LOGICAL GATES; OSCILLATIONS; OPERATIONS; DROPLETS; REACTORS; SYSTEMS; MODEL; WAVES;
D O I
10.1098/rsta.2014.0219
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Chemical reactions are responsible for information processing in living organisms. It is believed that the basic features of biological computing activity are reflected by a reaction-diffusion medium. We illustrate the ideas of chemical information processing considering the Belousov-Zhabotinsky (BZ) reaction and its photosensitive variant. The computational universality of information processing is demonstrated. For different methods of information coding constructions of the simplest signal processing devices are described. The function performed by a particular device is determined by the geometrical structure of oscillatory (or of excitable) and non-excitable regions of the medium. In a living organism, the brain is created as a self-grown structure of interacting nonlinear elements and reaches its functionality as the result of learning. We discuss whether such a strategy can be adopted for generation of chemical information processing devices. Recent studies have shown that lipid-covered droplets containing solution of reagents of BZ reaction can be transported by a flowing oil. Therefore, structures of droplets can be spontaneously formed at specific non-equilibrium conditions, for example forced by flows in a microfluidic reactor. We describe how to introduce information to a droplet structure, track the information flow inside it and optimize medium evolution to achieve the maximum reliability. Applications of droplet structures for classification tasks are discussed.
引用
收藏
页数:19
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