Publikation:

Modeling and analyzing spike timing dependent plasticity with linear hybrid automata

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Leue_Modeling.pdf
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2011

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Technical Report, Chair for Software Engineering, University of Konstanz ; soft-11-03

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http://nbn-resolving.de/urn:nbn:de:bsz:352-196156
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Zusammenfassung

We propose a model for synaptic plasticity according to the Spike Timing Dependent Plasticity (STDP) theory using Linear Hybrid Automata (LHA). We first present a compositional LHA model in which each component corresponds to some process in STDP. We then abstract this model into a monolithic LHA model in order to enable formal analysis using hybrid model checking. We discuss how the avail- ability of an LHA model as well as its formal analysis using the tool PHAVer can support a better understanding of the dynamics of STDP.

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ISO 690BEY, Alina, Stefan LEUE, 2011. Modeling and analyzing spike timing dependent plasticity with linear hybrid automata
BibTex
@techreport{Bey2011Model-19615,
  year={2011},
  series={Technical Report, Chair for Software Engineering, University of Konstanz ; soft-11-03},
  title={Modeling and analyzing spike timing dependent plasticity with linear hybrid automata},
  author={Bey, Alina and Leue, Stefan}
}
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