Siegert Neuron

版本 1.2.0.0 (2.9 KB) 作者: Peter O'Connor
The Siegert Neuron has a transfer function equivalent to a leaky integrate-and-fire neuron.
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更新时间 2012/5/14

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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.

引用格式

Peter O'Connor (2024). Siegert Neuron (https://www.mathworks.com/matlabcentral/fileexchange/36497-siegert-neuron), MATLAB Central File Exchange. 检索时间: .

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版本 已发布 发行说明
1.2.0.0

removed the derivative thing - was wrong and useless
1.1.0.0

Got rid of the derivative bit at the end, which was wrong and not very useful anyway.
1.0.0.0