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naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python
Recently, the computational neuroscience community has pushed for more transparent and reproducible methods across the field. In the interest of unifying the domain of auditory neuroscience, naplib-python provides an intuitive and general data structure for handling all neural recordings and stimuli...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cornell University
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104195/ https://www.ncbi.nlm.nih.gov/pubmed/37064534 |
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author | Mischler, Gavin Raghavan, Vinay Keshishian, Menoua Mesgarani, Nima |
author_facet | Mischler, Gavin Raghavan, Vinay Keshishian, Menoua Mesgarani, Nima |
author_sort | Mischler, Gavin |
collection | PubMed |
description | Recently, the computational neuroscience community has pushed for more transparent and reproducible methods across the field. In the interest of unifying the domain of auditory neuroscience, naplib-python provides an intuitive and general data structure for handling all neural recordings and stimuli, as well as extensive preprocessing, feature extraction, and analysis tools which operate on that data structure. The package removes many of the complications associated with this domain, such as varying trial durations and multi-modal stimuli, and provides a general-purpose analysis framework that interfaces easily with existing toolboxes used in the field. |
format | Online Article Text |
id | pubmed-10104195 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Cornell University |
record_format | MEDLINE/PubMed |
spelling | pubmed-101041952023-04-15 naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python Mischler, Gavin Raghavan, Vinay Keshishian, Menoua Mesgarani, Nima ArXiv Article Recently, the computational neuroscience community has pushed for more transparent and reproducible methods across the field. In the interest of unifying the domain of auditory neuroscience, naplib-python provides an intuitive and general data structure for handling all neural recordings and stimuli, as well as extensive preprocessing, feature extraction, and analysis tools which operate on that data structure. The package removes many of the complications associated with this domain, such as varying trial durations and multi-modal stimuli, and provides a general-purpose analysis framework that interfaces easily with existing toolboxes used in the field. Cornell University 2023-04-04 /pmc/articles/PMC10104195/ /pubmed/37064534 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which allows reusers to copy and distribute the material in any medium or format in unadapted form only, for noncommercial purposes only, and only so long as attribution is given to the creator. |
spellingShingle | Article Mischler, Gavin Raghavan, Vinay Keshishian, Menoua Mesgarani, Nima naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title | naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title_full | naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title_fullStr | naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title_full_unstemmed | naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title_short | naplib-python: Neural Acoustic Data Processing and Analysis Tools in Python |
title_sort | naplib-python: neural acoustic data processing and analysis tools in python |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10104195/ https://www.ncbi.nlm.nih.gov/pubmed/37064534 |
work_keys_str_mv | AT mischlergavin naplibpythonneuralacousticdataprocessingandanalysistoolsinpython AT raghavanvinay naplibpythonneuralacousticdataprocessingandanalysistoolsinpython AT keshishianmenoua naplibpythonneuralacousticdataprocessingandanalysistoolsinpython AT mesgaraninima naplibpythonneuralacousticdataprocessingandanalysistoolsinpython |