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Siegert Neuron

version 1.2.0.0 (2.91 KB) by Peter O'Connor
The Siegert Neuron has a transfer function equivalent to a leaky integrate-and-fire neuron.

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Updated 14 May 2012

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if y=siegert(x,w,param), an integrate and fire neuron with an array of poisson-process inputs, averaged over a long time, will have an output firing rate that is the same function of the input firing rates:
rate_out=siegert(rate_in,w,param).

The siegert neuron provides a bridge between time-step models and event-driven models.

Cite As

Peter O'Connor (2021). Siegert Neuron (https://www.mathworks.com/matlabcentral/fileexchange/36497-siegert-neuron), MATLAB Central File Exchange. Retrieved .

Comments and Ratings (2)

hima nik

Mohaned Essam

Great, thank you. I have wasted a lot of time optimizing the exponential and "erf()" function but using "erfcx()" is simply great

MATLAB Release Compatibility
Created with R2010b
Compatible with any release
Platform Compatibility
Windows macOS Linux

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