Scientific validation of new random number generators in NEST by means of statistical analysis of multi-area model spiking data.
-
Figures in plots have been created by plot_statistics.py.
-
See comments in that file for details on analysis performed.
-
Key result files are
- rngtest_{model}{test}{codeA}{codeB}{block1}_{block2}.[pdf|png]
- rngtest_summary_{model}.[pdf|png]
-
model: mam, 4x4
-
test: KS (Kolmogorov-Smirnov), ES (Epps-Singleton)
-
codeA, B: code version compared
-
block1, 2: trial blocks compared
-
summary: CDFs of p-values shown in rngtest_* figures.
Hans Ekkehard Plesser, 2021-04-20