CUED Publications database

Neural networks for quaternion-valued function approximation

Arena, P and Fortuna, L and Occhipinti, L and Xibilia, MG (1994) Neural networks for quaternion-valued function approximation. In: UNSPECIFIED pp. 307-310..

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Abstract

In the paper a new structure of Multi-Layer Perceptron, able to deal with quaternion-valued signal, is proposed. A learning algorithm for the proposed Quaternion MLP (QMLP) is also derived. Such a neural network allows to interpolate functions of quaternion variable with a smaller number of connections with respect to the corresponding real valued MLP.

Item Type: Conference or Workshop Item (UNSPECIFIED)
Subjects: UNSPECIFIED
Divisions: UNSPECIFIED
Depositing User: Cron Job
Date Deposited: 05 Feb 2019 04:34
Last Modified: 18 Feb 2021 17:59
DOI: