Introducing principles of synaptic integration in the optimization of deep neural networks

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 disregar...

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Bibliographic Details
Main Authors: Dellaferrera, G. (Author), Eleftheriou, E. (Author), Indiveri, G. (Author), Pantazi, A. (Author), Woźniak, S. (Author)
Format: Article
Language:English
Published: Nature Research 2022
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Online Access:View Fulltext in Publisher