Quaternion-Valued Echo State Networks

Abstract

Quaternion-valued echo state networks (QESNs) are introduced to cater for 3-D and 4-D processes, such as those observed in the context of renewable energy (3-D wind modeling) and human centered computing (3-D inertial body sensors). The introduction of QESNs is made possible by the recent emergence of quaternion nonlinear activation functions with local… (More)
DOI: 10.1109/TNNLS.2014.2320715

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