A perspective on neuroscience data standardization with Neurodata Without Borders.
ArXiv
; 2024 Jan 22.
Article
em En
| MEDLINE
| ID: mdl-37873012
ABSTRACT
Neuroscience research has evolved to generate increasingly large and complex experimental data sets, and advanced data science tools are taking on central roles in neuroscience research. Neurodata Without Borders (NWB), a standard language for neurophysiology data, has recently emerged as a powerful solution for data management, analysis, and sharing. We here discuss our labs' efforts to implement NWB data science pipelines. We describe general principles and specific use cases that illustrate successes, challenges, and non-trivial decisions in software engineering. We hope that our experience can provide guidance for the neuroscience community and help bridge the gap between experimental neuroscience and data science.
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1
Base de dados:
MEDLINE
Idioma:
En
Revista:
ArXiv
Ano de publicação:
2024
Tipo de documento:
Article
País de afiliação:
Estados Unidos