Are Artificial Dendrites Useful in Neuro-Evolution?-Reference-Cited by-同舟云学术

Are Artificial Dendrites Useful in Neuro-Evolution?

Published:2021 Issue:2 Volume:27 Page:75-79
ISSN:1064-5462
Container-title:Artificial Life
language:en
Short-container-title:

Author:

Bull Larry¹

Affiliation:

1. University of the West of England, Computer Science Research Centre. Larry.Bull@uwe.ac.uk

Abstract

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 neuro-evolution. 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 layers, and increases performance.

Publisher

MIT Press - Journals

Subject

Artificial Intelligence,General Biochemistry, Genetics and Molecular Biology

Link

http://direct.mit.edu/artl/article-pdf/27/2/75/1969920/artl_a_00338.pdf

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1. Neuromorphic Dendritic Synapse Integrating Gated-RRAM;2023 IEEE 66th International Midwest Symposium on Circuits and Systems (MWSCAS);2023-08-06