Mechanisms of Localized Receptive Field Emergence in Neural Networks

A notable aspect of peripheral responses in the animal nervous system is localization, where the linear receptive fields of simple-cell neurons respond to specific, contiguous regions much smaller than their total input domain. However, localization poses a critical challenge in understanding neural information processing across sensory systems. Traditional machine learning approaches generate weight distributions, that […]

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