Substituting a cortical cell model for the point neuron in ANNs improves expressivity, robustness, learning speed, and reduces memorization and data requirements without increasing parameters.
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Updating the standard neuron model in artificial neural networks
Substituting a cortical cell model for the point neuron in ANNs improves expressivity, robustness, learning speed, and reduces memorization and data requirements without increasing parameters.