16 Quaternion Neural Networks for Geometrical Operators in High-Dimensional Quaternion Space
Abstract
A quaternion neural network (QNN) is a type of synthetic neural community that operates in high-dimensional quaternion space. Quaternions are mathematical elements that increase the idea of complex numbers, allowing for the illustration of 3D rotation and translation variations. Using quaternions in neural networks results in several benefits, such as progressed processing of 3D statistics and efficient management of rotation invariance. Unlike traditional neural networks that function in real or complex numbers, QNNNs use quaternions as the base for their computations. This allows ...
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