snnsimulation

snn simulation

During my master project I also thought about efficient methods to simulate spiking neural networks based on the Spike Response Model (SRM). I even wrote a small paper (83 kb) about the simulation method which I implemented for the SpikeProp experiments. This method is not "event driven" (see Schaefer et al). While communicating with Benjamin Schrauwen on this topic I discovered that it is actually quite straightforward to implement an efficient event driven method to simulate SRM SNNs. Later, this method was nicely described and evaluated by Michiel D'Haene et al. I hope, one day, to implement it myself...