An Analysis of Synaptic Normalization in a General Class of Hebbian Models

Abstract

In standard Hebbian models of developmental synaptic plasticity, synaptic normalization must be introduced in order to constrain synaptic growth and ensure the presence of activity-dependent, competitive dynamics. In such models, multiplicative normalization cannot segregate afferents whose patterns of electrical activity are positively correlated, while… (More)
DOI: 10.1162/08997660360581967

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