Reconfigurable neuromorphic computing: Materials, devices, and integration
Neuromorphic computing has been attracting ever‐increasing attention due to superior
energy efficiency, with great promise to promote the next wave of artificial general …
energy efficiency, with great promise to promote the next wave of artificial general …
Exploring Emergent Properties in Enzymatic Reaction Networks: Design and Control of Dynamic Functional Systems
The intricate and complex features of enzymatic reaction networks (ERNs) play a key role in
the emergence and sustenance of life. Constructing such networks in vitro enables stepwise …
the emergence and sustenance of life. Constructing such networks in vitro enables stepwise …
Toehold-mediated strand displacement in random sequence pools
Toehold-mediated strand displacement (TMSD) has been used extensively for molecular
sensing and computing in DNA-based molecular circuits. As these circuits grow in …
sensing and computing in DNA-based molecular circuits. As these circuits grow in …
Chemical reservoir computation in a self-organizing reaction network
Chemical reaction networks, such as those found in metabolism and signalling pathways,
enable cells to process information from their environment,. Current approaches to …
enable cells to process information from their environment,. Current approaches to …
Pattern recognition in the nucleation kinetics of non-equilibrium self-assembly
Inspired by biology's most sophisticated computer, the brain, neural networks constitute a
profound reformulation of computational principles,–. Analogous high-dimensional, highly …
profound reformulation of computational principles,–. Analogous high-dimensional, highly …
DNA droplets for intelligent and dynamical artificial cells: From the viewpoint of computation and non-equilibrium systems
M Takinoue - Interface Focus, 2023 - royalsocietypublishing.org
Living systems are molecular assemblies whose dynamics are maintained by non-
equilibrium chemical reactions. To date, artificial cells have been studied from such physical …
equilibrium chemical reactions. To date, artificial cells have been studied from such physical …
DNA as a universal chemical substrate for computing and data storage
DNA computing and DNA data storage are emerging fields that are unlocking new
possibilities in information technology and diagnostics. These approaches use DNA …
possibilities in information technology and diagnostics. These approaches use DNA …
Molecular computation for molecular classification
DNA as an informational polymer has, for the past 30 years, progressively become an
essential molecule to rationally build chemical reaction networks endowed with powerful …
essential molecule to rationally build chemical reaction networks endowed with powerful …
A synthetic protein-level neural network in mammalian cells
Artificial neural networks provide a powerful paradigm for nonbiological information
processing. To understand whether similar principles could enable computation within living …
processing. To understand whether similar principles could enable computation within living …
Cell‐Like Synthetic Supramolecular Soft Materials Realized in Multicomponent, Non‐/Out‐of‐Equilibrium Dynamic Systems
Living cells are complex, nonequilibrium supramolecular systems capable of independently
and/or cooperatively integrating multiple bio‐supramolecules to execute intricate …
and/or cooperatively integrating multiple bio‐supramolecules to execute intricate …