NeurosciencePLoS Computational BiologyPeer-reviewed
Population sparseness determines strength of Hebbian plasticity for maximal memory lifetime in associative networks
Naomi Auer, Lars Chen, Jakob Stubenrauch…·Richard Kempter
This paper investigates how population sparseness affects learning speed and memory capacity in a network model with Hebbian plasticity, finding that optimal learning speed increases with sparseness and capacity depends non-monotonically on input sparseness.
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