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Draculab: A Python Simulator for Firing Rate Neural Networks With Delayed Adaptive Connections
https://oist.repo.nii.ac.jp/records/1035
https://oist.repo.nii.ac.jp/records/10357a575896-85e5-484a-b4e1-a6930b8993f1
名前 / ファイル | ライセンス | アクション |
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Verduzco-Flores-2019-Draculab_ A Python Simula (3.9 MB)
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Creative Commons Attribution 4.0 International (https://creativecommons.org/licenses/by/4.0/)
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Item type | 学術雑誌論文 / Journal Article(1) | |||||
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公開日 | 2019-08-14 | |||||
タイトル | ||||||
言語 | en | |||||
タイトル | Draculab: A Python Simulator for Firing Rate Neural Networks With Delayed Adaptive Connections | |||||
言語 | ||||||
言語 | eng | |||||
資源タイプ | ||||||
資源タイプ識別子 | http://purl.org/coar/resource_type/c_6501 | |||||
資源タイプ | journal article | |||||
著者(英) |
Verduzco-Flores, Sergio
× Verduzco-Flores, Sergio× De Schutter, Erik |
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書誌情報 |
en : Frontiers in Neuroinformatics 巻 13, p. 18, 発行日 2019-04-02 |
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抄録 | ||||||
内容記述タイプ | Other | |||||
内容記述 | Draculab is a neural simulator with a particular use scenario: firing rate units with delayed connections, using custom-made unit and synapse models, possibly controlling simulated physical systems. Draculab also has a particular design philosophy. It aims to blur the line between users and developers. Three factors help to achieve this: a simple design using Python's data structures, extensive use of standard libraries, and profusely commented source code. This paper is an introduction to Draculab's architecture and philosophy. After presenting some example networks it explains basic algorithms and data structures that constitute the essence of this approach. The relation with other simulators is discussed, as well as the reasons why connection delays and interaction with simulated physical systems are emphasized. | |||||
出版者 | ||||||
出版者 | Frontiers Media | |||||
ISSN | ||||||
収録物識別子タイプ | ISSN | |||||
収録物識別子 | 1662-5196 | |||||
PubMed番号 | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | PMID | |||||
関連識別子 | info:pmid/31001101 | |||||
DOI | ||||||
関連タイプ | isIdenticalTo | |||||
識別子タイプ | DOI | |||||
関連識別子 | info:doi/10.3389/fninf.2019.00018 | |||||
権利 | ||||||
権利情報 | © 2019 Verduzco-Flores and De Schutter. | |||||
情報源 | ||||||
関連名称 | https://creativecommons.org/licenses/by/4.0/ | |||||
関連サイト | ||||||
識別子タイプ | URI | |||||
関連識別子 | https://www.frontiersin.org/articles/10.3389/fninf.2019.00018/full | |||||
著者版フラグ | ||||||
出版タイプ | VoR | |||||
出版タイプResource | http://purl.org/coar/version/c_970fb48d4fbd8a85 |