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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 …
Learning without neurons in physical systems
Learning is traditionally studied in biological or computational systems. The power of
learning frameworks in solving hard inverse problems provides an appealing case for the …
learning frameworks in solving hard inverse problems provides an appealing case for the …
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 …
Implementing digital computing with DNA-based switching circuits
DNA strand displacement reactions (SDRs) provide a set of intelligent toolboxes for
develo** molecular computation. Whereas SDR-based logic gate circuits have achieved a …
develo** molecular computation. Whereas SDR-based logic gate circuits have achieved a …
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 …
Building a community to engineer synthetic cells and organelles from the bottom-up
Employing concepts from physics, chemistry and bioengineering,'learning-by-
building'approaches are becoming increasingly popular in the life sciences, especially with …
building'approaches are becoming increasingly popular in the life sciences, especially with …
Design and implementation of pavlovian associative memory based on DNA neurons
J Sun, W Xu, P Liu, Y Wang - IEEE Transactions on Neural …, 2024 - ieeexplore.ieee.org
In the field of biocomputing and neural networks, deoxyribonucleic acid (DNA) strand
displacement (DSD) technology performs well in computation, programming, and …
displacement (DSD) technology performs well in computation, programming, and …
Chemical neural networks inside synthetic cells? A proposal for their realization and modeling
PL Gentili, P Stano - Frontiers in Bioengineering and Biotechnology, 2022 - frontiersin.org
The exciting sci-tech arena of synthetic biology (SB) provides concepts, tools, and
approaches for fundamental revolutions in basic and applied research. SB plays a key role …
approaches for fundamental revolutions in basic and applied research. SB plays a key role …
Information processing based on DNA toehold-mediated strand displacement (TMSD) reaction
SemiSynBio is an emerging topic toward the construction of platforms for next-generation
information processing. Recent research has indicated its promising prospect toward …
information processing. Recent research has indicated its promising prospect toward …
Feedforward Chemical Neural Network: An In Silico Chemical System That Learns xor
Inspired by natural biochemicals that perform complex information processing within living
cells, we design and simulate a chemically implemented feedforward neural network, which …
cells, we design and simulate a chemically implemented feedforward neural network, which …