MPNeuron star in CGC domain

This is a McCulloch-Pitts neuron. The activation of this neuron is binary. That is, at any time step, the neuron either fires, or does not fires.

Derived from: CGCNeuronBase
Location: CGC contrib library
Version: 1.1 "03/24/98"
Author: Biao Lu
Acknowledgements: Brian L. Evans

States

thresholdFloatState This is the threshold for each neuron. If the sum of the weighted signal is greater than or equal to this threshold, the neuron will be fired. "1.0"

Details

This MPNeuron is based on the McCulloch-Pitts model of artificial neurons [1].

REFERENCES

  1. W. S. McCulloch and W. Pitts, "A logical calculus of the ideas immanent in nervous activity", Bulletin of Mathematical Biophysics, Vol. 5, pp. 115-133, 1943


See: source code, MPNeuron users


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