Distributed dynamics analysis of spiking neural network simulations

  title={Distributed dynamics analysis of spiking neural network simulations},
  author={I. Muntean and Marius Joldos and Radu Ioan Peter},
  journal={2012 5th Romania Tier 2 Federation Grid, Cloud & High Performance Computing Science (RQLCG)},
In order increase the chance of the adoption of new parallelization strategies and algorithms in the computational neuroscience community, one needs first to quantify qualitatively and quantitatively their impact on the almost chaotic dynamic behavior of neural microcircuit simulations. The analysis of this dynamics behavior is computationally expensive, as a large number of simulation scenarios need to be considered and high-dimensional data sets have to be analyzed. In this work, we proposed… CONTINUE READING