Nature Communications (Jan 2023)

Introducing the Dendrify framework for incorporating dendrites to spiking neural networks

  • Michalis Pagkalos,
  • Spyridon Chavlis,
  • Panayiota Poirazi

DOI
https://doi.org/10.1038/s41467-022-35747-8
Journal volume & issue
Vol. 14, no. 1
pp. 1 – 16

Abstract

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Biologically inspired spiking neural networks are highly promising, but remain simplified omitting relevant biological details. The authors introduce here theoretical and numerical frameworks for incorporating dendritic features in spiking neural networks to improve their flexibility and performance.