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Survey explores quaternion neural networks' applications and performance for image and signal processing tasks.
On real-world applications like image processing, speech reorganization, and signal processing, QNN have significantly outperformed real-valued neural networks. This survey contains an overview of the most recent and ongoing research on quaternion neural networks and their applications in diverse disciplines. For each QVNN that has been proposed, the methods, algorithms, and applications described in the paper.
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Tripathi et al. (2023) studied this question.
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