| Name : python3-pyspike
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| Version : 0.8.0
| Vendor : Fedora Project
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| Release : 1.fc38
| Date : 2024-02-26 12:51:16
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| Group : Unspecified
| Source RPM : python-pyspike-0.8.0-1.fc38.src.rpm
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| Size : 1.42 MB
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| Packager : Fedora Project
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| Summary : Library for the numerical analysis of spike train similarity
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Description :
PySpike is a Python library for the numerical analysis of spike train
similarity. Its core functionality is the implementation of the ISI-distance[1]
and SPIKE-distance[2], SPIKE-Synchronization [3], as well as their adaptive
generalizations[4]. It provides functions to compute multivariate profiles,
distance matrices, as well as averaging and general spike train processing. All
computation intensive parts are implemented in C via Cython to reach a
competitive performance (factor 100-200 over plain Python).
PySpike provides the same fundamental functionality as the SPIKY framework for
Matlab, which additionally contains spike-train generators, more spike train
distance measures and many visualization routines.
If you use PySpike in your research, please cite our SoftwareX publication on
PySpike:
Mario Mulansky, Thomas Kreuz, *PySpike - A Python library for analyzing spike
train synchrony*, Software X 5, 183 (2016)
Additionally, depending on the used methods: ISI-distance [1], SPIKE-distance
[2], SPIKE-Synchronization [3], or their adaptive generalizations [4], please
cite one or more of the following publications:
[1] Kreuz T, Haas JS, Morelli A, Abarbanel HDI, Politi A, Measuring spike train
synchrony. J Neurosci Methods 165, 151 (2007)
[2] Kreuz T, Chicharro D, Houghton C, Andrzejak RG, Mormann F, Monitoring spike
train synchrony. J Neurophysiol 109, 1457 (2013)
[3] Kreuz T, Mulansky M and Bozanic N, *SPIKY: A graphical user interface for
monitoring spike train synchrony*, J Neurophysiol 113, 3432 (2015)
[4] Satuvuori E, Mulansky M, Bozanic N, Malvestio I, Zeldenrust F, Lenk K, and
Kreuz T, Measures of spike train synchrony for data with multiple time-scales,
J Neurosci Methods 287, 25 (2017)
Documentation is available at http://mariomulansky.github.io/PySpike/
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RPM found in directory: /packages/linux-pbone/archive.fedoraproject.org/fedora/linux/updates/38/Everything/x86_64/Packages/p |
