@inproceedings{50425459318c47d2b55821c37ce8225a,
title = "Parallel and pseudorandom discrete event system specification vs. networks of spiking neurons: Formalization and preliminary implementation results",
abstract = "Usual Parallel Discrete Event System Specification (P-DEVS) allows specifying systems from modeling to simulation. However, the framework does not incorporate parallel and stochastic simulations. This work intends to extend P-DEVS to parallel simulations and pseudorandom number generators in the context of a spiking neural network. The discrete event specification presented here makes explicit and centralized the parallel computation of events as well as their routing, making further implementations easier. It is then expected to dispose of a well defined mathematical and computational framework to deal with networks of spiking neurons.",
keywords = "Spiking neuron networks, discrete event system specification, multithreading, parallel simulation, pseudorandomness",
author = "Alexandre Muzy and Matthieu Lerasle and Franck Grammont and Dao, \{Van Toan\} and Hill, \{David R.C.\}",
note = "Publisher Copyright: {\textcopyright} 2016 IEEE.; 14th International Conference on High Performance Computing and Simulation, HPCS 2016 ; Conference date: 18-07-2016 Through 22-07-2016",
year = "2016",
month = sep,
day = "13",
doi = "10.1109/HPCSim.2016.7568433",
language = "English",
series = "2016 International Conference on High Performance Computing and Simulation, HPCS 2016",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
pages = "925--934",
editor = "Vesna Zeljkovic and Smari, \{Waleed W.\}",
booktitle = "2016 International Conference on High Performance Computing and Simulation, HPCS 2016",
}