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NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks

Electrical activity of developing dissociated neuronal networks is of immense significance for understanding the general properties of neural information processing and storage. In addition, the complexity and diversity of network activity patterns make them ideal candidates for developing novel com...

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Detalles Bibliográficos
Autores principales: Pu, Jiangbo, Li, Xiangning
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057283/
https://www.ncbi.nlm.nih.gov/pubmed/30073046
http://dx.doi.org/10.1155/2018/3839094
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author Pu, Jiangbo
Li, Xiangning
author_facet Pu, Jiangbo
Li, Xiangning
author_sort Pu, Jiangbo
collection PubMed
description Electrical activity of developing dissociated neuronal networks is of immense significance for understanding the general properties of neural information processing and storage. In addition, the complexity and diversity of network activity patterns make them ideal candidates for developing novel computational models and evaluating algorithms. However, there are rare databases which focus on the changing network dynamics during development. Here, we describe the design and implementation of Neuroinformation Database for Developing Networks (NDDN), a repository for electrophysiological data collected from long-term cultured hippocampal networks. The NDDN contains over 15 terabytes of multielectrode array data consisting of 25,380 items collected from 105 culture batches. Metadata including culturing and recording information and stimulation/drug application protocols are linked to each data item. A Matlab toolbox named MEAKit is also provided with the NDDN to ease the analysis of downloaded data items. We expect that NDDN may contribute to both the fields of experimental and computational neuroscience.
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spelling pubmed-60572832018-08-02 NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks Pu, Jiangbo Li, Xiangning J Healthc Eng Research Article Electrical activity of developing dissociated neuronal networks is of immense significance for understanding the general properties of neural information processing and storage. In addition, the complexity and diversity of network activity patterns make them ideal candidates for developing novel computational models and evaluating algorithms. However, there are rare databases which focus on the changing network dynamics during development. Here, we describe the design and implementation of Neuroinformation Database for Developing Networks (NDDN), a repository for electrophysiological data collected from long-term cultured hippocampal networks. The NDDN contains over 15 terabytes of multielectrode array data consisting of 25,380 items collected from 105 culture batches. Metadata including culturing and recording information and stimulation/drug application protocols are linked to each data item. A Matlab toolbox named MEAKit is also provided with the NDDN to ease the analysis of downloaded data items. We expect that NDDN may contribute to both the fields of experimental and computational neuroscience. Hindawi 2018-07-03 /pmc/articles/PMC6057283/ /pubmed/30073046 http://dx.doi.org/10.1155/2018/3839094 Text en Copyright © 2018 Jiangbo Pu and Xiangning Li. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Pu, Jiangbo
Li, Xiangning
NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title_full NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title_fullStr NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title_full_unstemmed NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title_short NDDN: A Cloud-Based Neuroinformation Database for Developing Neuronal Networks
title_sort nddn: a cloud-based neuroinformation database for developing neuronal networks
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6057283/
https://www.ncbi.nlm.nih.gov/pubmed/30073046
http://dx.doi.org/10.1155/2018/3839094
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