Cargando…

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....

Descripción completa

Detalles Bibliográficos
Autores principales: Aleksin, Sergey G., Zheng, Kaiyu, Rusakov, Dmitri A., Savtchenko, Leonid P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2017
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
_version_ 1783229659394080768
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
work_keys_str_mv AT aleksinsergeyg arachneaneuralneuroglialnetworkbuilderwithremotelycontrolledparallelcomputing
AT zhengkaiyu arachneaneuralneuroglialnetworkbuilderwithremotelycontrolledparallelcomputing
AT rusakovdmitria arachneaneuralneuroglialnetworkbuilderwithremotelycontrolledparallelcomputing
AT savtchenkoleonidp arachneaneuralneuroglialnetworkbuilderwithremotelycontrolledparallelcomputing