Izhikevich-Arbitrary-Forcing

Introduction

Izhikevich spiking neuron model with forcing via arbitrary waveform generator in MATLAB. Useful as an educational resource for the study of periodic forcing, and/or as foundational code for more advanced, deeper studies of the Izhikevich spiking neuron model and forcing of spiking neuron models in general.

Below is an example program output: An Izhikevich spiking neuron model with parameters for Inhibition-induced bursting and an underdamped sinusoid injection current with a 20-10 Hz frequency sweep and noise.

More examples available as .jpgs and .figs here: Example Outputs

Prerequisites

MATLAB R2006a or later is required to run this program.

Running Simulation

Setting Simulation Parameters

Setting Izhikevich Neuron Model Parameters

Setting Stimulus Parameters

Stimulus Time

Stimulus Amplitude

Stimulus Frequency

Stimulus Phase Offset

Stimulus Noise

Authors

Andrew Hansen - Initial work - agh-nmi

License

This project is licensed under the MIT License - see the LICENSE file for details

Acknowledgments

Eugene M. Izhikevich - Developer of the Izhikevich spiking neuron model.