logo
ResearchBunny Logo
A programmable hybrid digital chemical information processor based on the Belousov-Zhabotinsky reaction

Chemistry

A programmable hybrid digital chemical information processor based on the Belousov-Zhabotinsky reaction

A. Sharma, M. T. Ng, et al.

Unlock the potential of hybrid digitally programmable chemical arrays as a groundbreaking computational machine. This research by Abhishek Sharma and his colleagues from the University of Glasgow delves into the exciting intersection of digital and chemical logic, showcasing innovative solutions to combinatorial optimization problems through unique chemical dynamics.... show more
Abstract
The exponential growth of the power of modern digital computers is based upon the miniaturization of vast nanoscale arrays of electronic switches, but this will be eventually constrained by fabrication limits and power dissipation. Chemical processes have the potential to scale beyond these limits by performing computations through chemical reactions, yet the lack of well-defined programmability limits their scalability and performance. Here, we present a hybrid digitally programmable chemical array as a probabilistic computational machine that uses chemical oscillators using Belousov-Zhabotinsky reaction partitioned in interconnected cells as a computational substrate. This hybrid architecture performs efficient computation by distributing information between chemical and digital domains together with inbuilt error correction logic. The efficiency is gained by combining digital logic with probabilistic chemical logic based on nearest neighbour interactions and hysteresis effects. We demonstrated the computational capabilities of our hybrid processor by implementing one- and two-dimensional Chemical Cellular Automata demonstrating emergent dynamics of life-like entities called Chemits. Additionally, we demonstrate hybrid probabilistic logic as a viable logic for solving combinatorial optimization problems.
Publisher
Nature Communications
Published On
Mar 05, 2024
Authors
Abhishek Sharma, Marcus Tze-Kiat Ng, Juan Manuel Parrilla Gutierrez, Yibin Jiang, Leroy Cronin
Tags
hybrid chemical array
probabilistic computation
Belousov-Zhabotinsky reaction
Chemical Cellular Automata
emergent dynamics
error correction
optimization problems
Listen, Learn & Level Up
Over 10,000 hours of research content in 25+ fields, available in 12+ languages.
No more digging through PDFs, just hit play and absorb the world's latest research in your language, on your time.
listen to research audio papers with researchbunny