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The Ethereal
Are Artificial Dendrites useful in NeuroEvolution?
October 02, 2020 ยท Declared Dead ยท ๐ Artificial Life
"No code URL or promise found in abstract"
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Authors
Larry Bull
arXiv ID
2010.00918
Category
cs.NE: Neural & Evolutionary
Citations
1
Venue
Artificial Life
Last Checked
4 months ago
Abstract
The significant role of dendritic processing within neuronal networks has become increasingly clear. This letter explores the effects of including a simple dendrite-inspired mechanism into neuroevolution. The phenomenon of separate dendrite activation thresholds on connections is allowed to emerge under an evolutionary process. It is shown how such processing can be positively selected for, particularly for connections between the hidden and output layer, and increases performance.
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