Python in Neuroscience
Python is rapidly becoming the de facto standard language for systems integration. Python has a large user and developer-base external to theneuroscience community, and a vast module library that facilitates rapid and maintainable development of complex and intricate systems. In this Research Topic,...
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| Автори: | , , , , , |
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| Формат: | Online |
| Мова: | Англійська |
| Опубліковано: |
Frontiers Media SA
2021
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| Предмети: | |
| Онлайн доступ: | 19516 |
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| _version_ | 1863741989956091904 |
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| author | Marc-Oliver Gewaltig Eilif Muller Andrew P. Davison Michael Hines James A. Bednar Markus Diesmann |
| author_browse | Andrew P. Davison Eilif Muller James A. Bednar Marc-Oliver Gewaltig Markus Diesmann Michael Hines |
| author_facet | Marc-Oliver Gewaltig Eilif Muller Andrew P. Davison Michael Hines James A. Bednar Markus Diesmann |
| author_sort | Marc-Oliver Gewaltig |
| collection | Directory of Open Access Books |
| description | Python is rapidly becoming the de facto standard language for systems integration. Python has a large user and developer-base external to theneuroscience community, and a vast module library that facilitates rapid and maintainable development of complex and intricate systems. In this Research Topic, we highlight recent efforts to develop Python modules for the domain of neuroscience software and neuroinformatics: - simulators and simulator interfaces - data collection and analysis - sharing, re-use, storage and databasing of models and data - stimulus generation - parameter search and optimization - visualization - VLSI hardware interfacing. Moreover, we seek to provide a representative overview of existing mature Python modules for neuroscience and neuroinformatics, to demonstrate a critical mass and show that Python is an appropriate choice of interpreter interface for future neuroscience software development. |
| format | Online |
| id | doab-20.500.12854ir-57391 |
| institution | Directory of Open Access Books |
| language | eng |
| publishDate | 2021 |
| publishDateRange | 2021 |
| publishDateSort | 2021 |
| publisher | Frontiers Media SA |
| publisherStr | Frontiers Media SA |
| record_format | ojs |
| spelling | doab-20.500.12854ir-573912024-04-05T17:31:09Z Python in Neuroscience Marc-Oliver Gewaltig Eilif Muller Andrew P. Davison Michael Hines James A. Bednar Markus Diesmann RC321-571 Q1-390 Software Development scientific computing collaboration python language interoperability thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Python is rapidly becoming the de facto standard language for systems integration. Python has a large user and developer-base external to theneuroscience community, and a vast module library that facilitates rapid and maintainable development of complex and intricate systems. In this Research Topic, we highlight recent efforts to develop Python modules for the domain of neuroscience software and neuroinformatics: - simulators and simulator interfaces - data collection and analysis - sharing, re-use, storage and databasing of models and data - stimulus generation - parameter search and optimization - visualization - VLSI hardware interfacing. Moreover, we seek to provide a representative overview of existing mature Python modules for neuroscience and neuroinformatics, to demonstrate a critical mass and show that Python is an appropriate choice of interpreter interface for future neuroscience software development. 2021-02-12T00:29:12Z 2021-02-12T00:29:12Z 2016-08-16 10:34:25 2015 book 19516 16648714 9782889196081 https://directory.doabooks.org/handle/20.500.12854/57391 eng Frontiers Research Topics image/jpeg Attribution 4.0 International http://www.frontiersin.org/books/Python_in_Neuroscience/649 http://journal.frontiersin.org/researchtopic/8/python-in-neuroscience Frontiers Media SA 10.3389/978-2-88919-608-1 10.3389/978-2-88919-608-1 bf5ce210-e72e-4860-ba9b-c305640ff3ae 9782889196081 273 open access |
| spellingShingle | RC321-571 Q1-390 Software Development scientific computing collaboration python language interoperability thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences Marc-Oliver Gewaltig Eilif Muller Andrew P. Davison Michael Hines James A. Bednar Markus Diesmann Python in Neuroscience |
| title | Python in Neuroscience |
| title_full | Python in Neuroscience |
| title_fullStr | Python in Neuroscience |
| title_full_unstemmed | Python in Neuroscience |
| title_short | Python in Neuroscience |
| title_sort | python in neuroscience |
| topic | RC321-571 Q1-390 Software Development scientific computing collaboration python language interoperability thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| topic_facet | RC321-571 Q1-390 Software Development scientific computing collaboration python language interoperability thema EDItEUR::P Mathematics and Science::PS Biology, life sciences::PSA Life sciences: general issues::PSAN Neurosciences |
| url | 19516 |
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