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Quaternion Neural Network and Its Application Quaternion neural networks are models of which computations in the neurons is based on quaternions, the four-dimensional equivalents of imaginary numbers. This paper shows by experiments that the quaternion-version of the Back Propagation (BP) Algorithm achieves correct geometrical transformations in color apace for an image compression problem, whereas real-valued BP Algorithms fail. |