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ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing
Creating and running realistic models of neural networks has hitherto been a task for computing professionals rather than experimental neuroscientists. This is mainly because such networks usually engage substantial computational resources, the handling of which requires specific programing skills....
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393895/ https://www.ncbi.nlm.nih.gov/pubmed/28362877 http://dx.doi.org/10.1371/journal.pcbi.1005467 |
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author | Aleksin, Sergey G. Zheng, Kaiyu Rusakov, Dmitri A. Savtchenko, Leonid P. |
author_facet | Aleksin, Sergey G. Zheng, Kaiyu Rusakov, Dmitri A. Savtchenko, Leonid P. |
author_sort | Aleksin, Sergey G. |
collection | PubMed |
description | Creating and running realistic models of neural networks has hitherto been a task for computing professionals rather than experimental neuroscientists. This is mainly because such networks usually engage substantial computational resources, the handling of which requires specific programing skills. Here we put forward a newly developed simulation environment ARACHNE: it enables an investigator to build and explore cellular networks of arbitrary biophysical and architectural complexity using the logic of NEURON and a simple interface on a local computer or a mobile device. The interface can control, through the internet, an optimized computational kernel installed on a remote computer cluster. ARACHNE can combine neuronal (wired) and astroglial (extracellular volume-transmission driven) network types and adopt realistic cell models from the NEURON library. The program and documentation (current version) are available at GitHub repository https://github.com/LeonidSavtchenko/Arachne under the MIT License (MIT). |
format | Online Article Text |
id | pubmed-5393895 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-53938952017-05-15 ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing Aleksin, Sergey G. Zheng, Kaiyu Rusakov, Dmitri A. Savtchenko, Leonid P. PLoS Comput Biol Research Article Creating and running realistic models of neural networks has hitherto been a task for computing professionals rather than experimental neuroscientists. This is mainly because such networks usually engage substantial computational resources, the handling of which requires specific programing skills. Here we put forward a newly developed simulation environment ARACHNE: it enables an investigator to build and explore cellular networks of arbitrary biophysical and architectural complexity using the logic of NEURON and a simple interface on a local computer or a mobile device. The interface can control, through the internet, an optimized computational kernel installed on a remote computer cluster. ARACHNE can combine neuronal (wired) and astroglial (extracellular volume-transmission driven) network types and adopt realistic cell models from the NEURON library. The program and documentation (current version) are available at GitHub repository https://github.com/LeonidSavtchenko/Arachne under the MIT License (MIT). Public Library of Science 2017-03-31 /pmc/articles/PMC5393895/ /pubmed/28362877 http://dx.doi.org/10.1371/journal.pcbi.1005467 Text en © 2017 Aleksin et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Aleksin, Sergey G. Zheng, Kaiyu Rusakov, Dmitri A. Savtchenko, Leonid P. ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title | ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title_full | ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title_fullStr | ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title_full_unstemmed | ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title_short | ARACHNE: A neural-neuroglial network builder with remotely controlled parallel computing |
title_sort | arachne: a neural-neuroglial network builder with remotely controlled parallel computing |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5393895/ https://www.ncbi.nlm.nih.gov/pubmed/28362877 http://dx.doi.org/10.1371/journal.pcbi.1005467 |
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