KHNN: Hypercomplex-valued neural networks computations via Keras using TensorFlow and PyTorch

Neural networks that utilize algebras more advanced than real numbers, such as hypercomplex numbers, can outperform traditional models in certain applications, usually, in the number of training parameters giving the same accuracy. However, no general framework exists for constructing hypercomplex n...

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Bibliographic Details
Main Authors: Agnieszka Niemczynowicz, Radosław A. Kycia
Format: Article
Language:English
Published: Elsevier 2025-05-01
Series:SoftwareX
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S235271102500130X
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