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ANNarchy/ANNarchy: ANNarchy Release 5.0

Authors: Helge Dinkelbach; Julien Vitay; Alex Schwarz; Oliver Maith; Ilya Semyonov; Sandro; Torsten Fietzek;

ANNarchy/ANNarchy: ANNarchy Release 5.0

Abstract

Important: this release introduces changes/features which are not compatible with ANNarchy 4.x. For more information please refer to the manual: https://annarchy.github.io/ the construction of networks using a magic network is deprecated. All ANNarchy objects, such as populations or projections, should now use the Network class. A warning is printed when the old-style interface is called (e.g., 29a3154, 64ddc5d). Changed the default for reshape argument for Monitor.get() from False to True (see commit b4142d1) timed input populations, i.e., TimedArray, TimedPoissonPopulation, HomogeneousCorrelatedSpikeTrains, have now an update method. For this specific populations, its not recommended to use the direct accessors rates, schedule or period! (commit 9c8b4c0, 0d5c2e2) Next to the above breaking changes, we further updated/added: Introduced default_rng property to Network, which is a numpy random default_rng instance seeded by seed provided to constructor (commit 591bc8d) uniform distributions are now initialized with a rng instance (i.e., numpy.random.default_rng, default_rng attribute (see above), or comparable) instead of a seed (commit 90bad44). uniform distributions (int/float) expect now that min

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
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Average