| Description |
This code, realized in collaboration with Robert Thijs Kozma, implements a simple and powerful spiking model proposed by Eugene Izhikevich in 2003 (http://www.izhikevich.org/publications/spikes.pdf). This mathematical model is the most recent of a long tradition of models used to study individual neurons that display spiking/bursting behavior. Examples of these models include among others Hodgkin-Huxley, and FitzHugh-Nagumo. The Izhikevic model is particularly interesting because it is a compact model that, via a suitable change of parameters, can simulate a large array of neurons’ behavior.
Reference
Gorchetchnikov, A. , Hasselmo, M. , Versace, M., A model of STDP based on spatially and temporally local information: Derivation and combination with gated decay, Neural Networks 18 (2005) 458?466 (2005). |
