70 citations · 71 across the 6 of their papers we have counts for
Showing 2021Show all
2 papers · 1 filter
cs.NE2021
Dendritic Self-Organizing Maps for Continual Learning
Kosmas Pinitas, Spyridon Chavlis, Panayiota Poirazi
Current deep learning architectures show remarkable performance when trained in large-scale, controlled datasets. However, the predictive ability of these architectures significant…
q-bio.NC2021★ 70 cited
Drawing Inspiration from Biological Dendrites to Empower Artificial Neural Networks
Spyridon Chavlis, Panayiota Poirazi
This article highlights specific features of biological neurons and their dendritic trees, whose adoption may help advance artificial neural networks used in various machine learni…