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Abstract: In this study, two models of multilayer quaternionic feedforward neural networks are presented. Whereas the first model is based on quaternion algebra, the second model uses split quaternion ...

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Abstract: Quaternion Adaptive Filters play a crucial role in the analysis and processing of 3D and 4D signals. However, existing algorithms for quaternion adaptive filtering experience performance ...