Ontology highlight
ABSTRACT:
SUBMITTER: Dellaferrera G
PROVIDER: S-EPMC8989917 | biostudies-literature | 2022 Apr
REPOSITORIES: biostudies-literature
Dellaferrera Giorgia G Woźniak Stanisław S Indiveri Giacomo G Pantazi Angeliki A Eleftheriou Evangelos E
Nature communications 20220407 1
Plasticity circuits in the brain are known to be influenced by the distribution of the synaptic weights through the mechanisms of synaptic integration and local regulation of synaptic strength. However, the complex interplay of stimulation-dependent plasticity with local learning signals is disregarded by most of the artificial neural network training algorithms devised so far. Here, we propose a novel biologically inspired optimizer for artificial and spiking neural networks that incorporates k ...[more]