Abstract
Using a novel approach of Evolutionary Artificial Neural Networks (EANNs), we demonstrate the spontaneous emergence of a command neuron as a robust feature in evolved neuro-controllers for autonomous agents. The significance of EANNs to computational neuroscience is discussed in view of the similarity to biological models.
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