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Analog neuromorphic circuit for spontaneous Ca(2+) oscillations

This study proposes an innovative analog neuromorphic circuit design to mimic spontaneous Ca(2+) oscillations observed in astrocytes. Unlike traditional models, this approach does not rely on synaptic stimulation, suggesting that astrocytes may play a key role in generating neuronal activity. The ci...

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Autores principales: Câmara, Beatriz O., Guimarães, Janaina G., Pereira Junior, Marcelo L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654768/
https://www.ncbi.nlm.nih.gov/pubmed/37973824
http://dx.doi.org/10.1038/s41598-023-47433-w
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author Câmara, Beatriz O.
Guimarães, Janaina G.
Pereira Junior, Marcelo L.
author_facet Câmara, Beatriz O.
Guimarães, Janaina G.
Pereira Junior, Marcelo L.
author_sort Câmara, Beatriz O.
collection PubMed
description This study proposes an innovative analog neuromorphic circuit design to mimic spontaneous Ca(2+) oscillations observed in astrocytes. Unlike traditional models, this approach does not rely on synaptic stimulation, suggesting that astrocytes may play a key role in generating neuronal activity. The circuit is built using transistor differential pairs to approximate the nonlinear sigmoidal biological functions, and its performance is validated through simulation and compared against mathematical models using phase diagram analysis. Results indicate a good fit between the circuit and the mathematical model. Finally, the circuit’s ability to simulate the release of glutamate and ATP through spontaneous oscillations is demonstrated.
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spelling pubmed-106547682023-11-16 Analog neuromorphic circuit for spontaneous Ca(2+) oscillations Câmara, Beatriz O. Guimarães, Janaina G. Pereira Junior, Marcelo L. Sci Rep Article This study proposes an innovative analog neuromorphic circuit design to mimic spontaneous Ca(2+) oscillations observed in astrocytes. Unlike traditional models, this approach does not rely on synaptic stimulation, suggesting that astrocytes may play a key role in generating neuronal activity. The circuit is built using transistor differential pairs to approximate the nonlinear sigmoidal biological functions, and its performance is validated through simulation and compared against mathematical models using phase diagram analysis. Results indicate a good fit between the circuit and the mathematical model. Finally, the circuit’s ability to simulate the release of glutamate and ATP through spontaneous oscillations is demonstrated. Nature Publishing Group UK 2023-11-16 /pmc/articles/PMC10654768/ /pubmed/37973824 http://dx.doi.org/10.1038/s41598-023-47433-w Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Câmara, Beatriz O.
Guimarães, Janaina G.
Pereira Junior, Marcelo L.
Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title_full Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title_fullStr Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title_full_unstemmed Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title_short Analog neuromorphic circuit for spontaneous Ca(2+) oscillations
title_sort analog neuromorphic circuit for spontaneous ca(2+) oscillations
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10654768/
https://www.ncbi.nlm.nih.gov/pubmed/37973824
http://dx.doi.org/10.1038/s41598-023-47433-w
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