Similarity Measures for Learning in Lattice Based Biomimetic Neural Networks

This paper presents a novel lattice based biomimetic neural network trained by means of a similarity measure derived from a lattice positive valuation. For a wide class of pattern recognition problems, the proposed artificial neural network, implemented as a dendritic hetero-associative memory deliv...

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Bibliographic Details

Published in:	Mathematics
Main Authors:	Gerhard X. Ritter, Gonzalo Urcid, Luis-David Lara-Rodríguez
Format:	Article
Language:	English
Published:	MDPI AG 2020-08-01
Subjects:	biomimetic neural networks dendritic computing lattice neural networks lattice valuations pattern recognition similarity measures
Online Access:	https://www.mdpi.com/2227-7390/8/9/1439