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An Artificial Neural Network Functionalized by Evolution. (arXiv:2205.10118v1 [cs.NE])
May 23, 2022, 1:10 a.m. | Fabien Furfaro, Avner Bar-Hen, Geoffroy Berthelot
cs.LG updates on arXiv.org arxiv.org
The topology of artificial neural networks has a significant effect on their
performance. Characterizing efficient topology is a field of promising research
in Artificial Intelligence. However, it is not a trivial task and it is mainly
experimented on through convolutional neural networks. We propose a hybrid
model which combines the tensor calculus of feed-forward neural networks with
Pseudo-Darwinian mechanisms. This allows for finding topologies that are well
adapted for elaboration of strategies, control problems or pattern recognition
tasks. In particular, …
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