Statistical Analysis of the Impact of Quaternion Components in Convolutional Neural Networks

Gerardo Altamirano-Gómez, Carlos Gershenson

In recent years, several models using Quaternion-Valued Convolutional Neural Networks (QCNNs) for different problems have been proposed. Although the definition of the quaternion c…