Science Score: 57.0%
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○Scientific vocabulary similarity
Low similarity (6.7%) to scientific vocabulary
Repository
DTW analyses for neuroscientific time series
Basic Info
- Host: GitHub
- Owner: mahan-hosseini
- License: gpl-3.0
- Language: MATLAB
- Default Branch: main
- Size: 97 MB
Statistics
- Stars: 2
- Watchers: 1
- Forks: 1
- Open Issues: 0
- Releases: 1
Metadata Files
README.md
NeuroWarp - DTW Analyses for Neuroscientific Time Series Data
NeuroWarp is a MATLAB and Python toolbox for Dynamic Time Warping based latency differences & temporal correlations between two time series of any kind. The exact methodology has been introduced in Hosseini et al. - Transient Attention Gates Access Consciousness: Coupling N2pc and P3 Latencies using Dynamic Time Warping (2024) in the context of event-related potentials (ERPs). This repository further provides the MATLAB scripts & data files used to generate the findings of this paper.
Please see the matlab & python folders for respective documentations, example data files, walkthrough tutorials and individual code files with the latter including a more thorough explanation on conceptual approaches and input parameters.
Reference
If you use this code please cite:
Hosseini, M., Zivony, A., Eimer, M., Wyble, B., & Bowman, H. (2024). Transient Attention Gates Access Consciousness: Coupling N2pc and P3 Latencies Using Dynamic Time Warping. The Journal of Neuroscience, 44(26), e1798232024. https://doi.org/10.1523/JNEUROSCI.1798-23.2024
Authors
Mahan Hosseini - m.hosseini@fz-juelich.de
License
NeuroWarp is licensed under GPL v3
Owner
- Login: mahan-hosseini
- Kind: user
- Repositories: 1
- Profile: https://github.com/mahan-hosseini
Citation (CITATION.cff)
# This CITATION.cff file was generated with cffinit.
# Visit https://bit.ly/cffinit to generate yours today!
cff-version: 1.2.0
title: NeuroWarp
message: >-
If you use this software, please cite it using the
metadata from this file.
type: software
authors:
- given-names: Mahan
family-names: Hosseini
email: m.hosseini@fz-juelich.de
affiliation: >-
Forschungszentrum Jülich, Institute of Neuroscience
and Medicine (INM-3)
orcid: 'https://orcid.org/0000-0003-2889-6227'
- given-names: Alon
family-names: Zivony
affiliation: University of Sheffield
orcid: 'https://orcid.org/0000-0001-7166-9439'
- given-names: Martin
family-names: Eimer
orcid: 'https://orcid.org/0000-0002-4338-1056'
affiliation: 'Birkbeck College, University of London'
- given-names: Brad
family-names: Wyble
affiliation: 'Psychology Department, Penn State University'
orcid: 'https://orcid.org/0000-0002-9984-3037'
- given-names: Howard
family-names: Bowman
affiliation: >-
School of Psychology and School of Computer Science,
University of Birmingham
identifiers:
- type: doi
value: 10.1523/JNEUROSCI.1798-23.2024
description: Journal Paper
repository-code: 'https://github.com/mahan-hosseini/NeuroWarp'
license: GPL-3.0
GitHub Events
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- Watch event: 1
Last Year
- Watch event: 1
Packages
- Total packages: 1
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Total downloads:
- pypi 5 last-month
- Total dependent packages: 0
- Total dependent repositories: 0
- Total versions: 1
- Total maintainers: 1
pypi.org: neurowarp
Toolbox for Dynamic Time Warping based latency differences and temporal correlations between two time series for neuroscience
- Homepage: https://github.com/mahan-hosseini/NeuroWarp/
- Documentation: https://neurowarp.readthedocs.io/
- License: GNU General Public License v3 (GPLv3)
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Latest release: 0.0.1
published about 2 years ago