Engineering and Technology

Digital circuits and neural networks based on acid-base chemistry implemented by robotic fluid handling

A. A. Agiza, K. Oakley, et al.

This groundbreaking research conducted by Ahmed A. Agiza, Kady Oakley, Jacob K. Rosenstein, Brenda M. Rubenstein, Eunsuk Kim, Marc Riedel, and Sherief Reda explores an innovative fusion of digital circuits and neural networks with acid-base chemistry, empowering new forms of information processing through a robotic fluid handler. Discover how acids and bases can revolutionize data encoding and circuitry.

00:00

Playback language: English

Index

Abstract

This paper proposes a novel approach to digital circuits and neural networks using acid-base chemistry orchestrated by a robotic fluid handling device. The authors leverage the complementarity of acids and bases to encode binary information and perform information processing based on majority and negation operations. Building blocks for digital circuits are presented using dual-rail encoding, and the implementation of neural network classifiers is demonstrated experimentally, achieving a near-perfect match with in silico results.

Publisher

Nature Communications

Published On

Jan 30, 2023

Authors

Ahmed A. Agiza, Kady Oakley, Jacob K. Rosenstein, Brenda M. Rubenstein, Eunsuk Kim, Marc Riedel, Sherief Reda

Related Publications

Explore these studies to deepen your understanding of the subject.

Business

Digital financial development and inefficient investment: a study based on the dual perspectives of resource and governance effects

L. Xue, J. Dong, et al.

Sociology

Missing the mark? Identifying child sexual abuse material forum structure and key-players based on public replies and private messaging networks

F. M. Gnielka, R. Reichel, et al.

Food Science and Technology

Sensory sweetness and sourness interactive response of sucrose-citric acid mixture based on synergy and antagonism

Y. Mao, S. Tian, et al.

Medicine and Health

Histones released by NETosis enhance the infectivity of SARS-CoV-2 by bridging the spike protein subunit 2 and sialic acid on host cells

W. Hong, J. Yang, et al.

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