Spiking Neurons simulator
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).
Cite As
Massimiliano Versace (2024). Spiking Neurons simulator (https://www.mathworks.com/matlabcentral/fileexchange/25931-spiking-neurons-simulator), MATLAB Central File Exchange. Retrieved .
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