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DNA Strand-Displacement Temporal Logic Circuits

[Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing...

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Autores principales: Lapteva, Anna P., Sarraf, Namita, Qian, Lulu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Chemical Society 2022
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284558/
https://www.ncbi.nlm.nih.gov/pubmed/35785961
http://dx.doi.org/10.1021/jacs.2c04325
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author Lapteva, Anna P.
Sarraf, Namita
Qian, Lulu
author_facet Lapteva, Anna P.
Sarraf, Namita
Qian, Lulu
author_sort Lapteva, Anna P.
collection PubMed
description [Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing of signals. Here we demonstrate the strategy of temporal memory combined with logic computation in DNA strand-displacement circuits capable of making decisions based on specific combinations of inputs as well as their relative timing. The circuit encodes the timing information on inputs in a set of memory strands, which allows for the construction of logic gates that act on current and historical signals. We show that mismatches can be employed to reduce the complexity of circuit design and that shortening specific toeholds can be useful for improving the robustness of circuit behavior. We also show that a detailed model can provide critical insights for guiding certain aspects of experimental investigations that an abstract model cannot. We envision that the design principles explored in this study can be generalized to more complex temporal logic circuits and incorporated into other types of circuit architectures, including DNA-based neural networks, enabling the implementation of timing-dependent learning rules and opening up new opportunities for embedding intelligent behaviors into artificial molecular machines.
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spelling pubmed-92845582022-07-16 DNA Strand-Displacement Temporal Logic Circuits Lapteva, Anna P. Sarraf, Namita Qian, Lulu J Am Chem Soc [Image: see text] Molecular circuits capable of processing temporal information are essential for complex decision making in response to both the presence and history of a molecular environment. A particular type of temporal information that has been recognized to be important is the relative timing of signals. Here we demonstrate the strategy of temporal memory combined with logic computation in DNA strand-displacement circuits capable of making decisions based on specific combinations of inputs as well as their relative timing. The circuit encodes the timing information on inputs in a set of memory strands, which allows for the construction of logic gates that act on current and historical signals. We show that mismatches can be employed to reduce the complexity of circuit design and that shortening specific toeholds can be useful for improving the robustness of circuit behavior. We also show that a detailed model can provide critical insights for guiding certain aspects of experimental investigations that an abstract model cannot. We envision that the design principles explored in this study can be generalized to more complex temporal logic circuits and incorporated into other types of circuit architectures, including DNA-based neural networks, enabling the implementation of timing-dependent learning rules and opening up new opportunities for embedding intelligent behaviors into artificial molecular machines. American Chemical Society 2022-07-02 2022-07-13 /pmc/articles/PMC9284558/ /pubmed/35785961 http://dx.doi.org/10.1021/jacs.2c04325 Text en © 2022 The Authors. Published by American Chemical Society https://creativecommons.org/licenses/by/4.0/Permits the broadest form of re-use including for commercial purposes, provided that author attribution and integrity are maintained (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Lapteva, Anna P.
Sarraf, Namita
Qian, Lulu
DNA Strand-Displacement Temporal Logic Circuits
title DNA Strand-Displacement Temporal Logic Circuits
title_full DNA Strand-Displacement Temporal Logic Circuits
title_fullStr DNA Strand-Displacement Temporal Logic Circuits
title_full_unstemmed DNA Strand-Displacement Temporal Logic Circuits
title_short DNA Strand-Displacement Temporal Logic Circuits
title_sort dna strand-displacement temporal logic circuits
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9284558/
https://www.ncbi.nlm.nih.gov/pubmed/35785961
http://dx.doi.org/10.1021/jacs.2c04325
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