Statistical Analysis of the Impact of Quaternion Components in
Convolutional Neural Networks
Statistical Analysis of the Impact of Quaternion Components in
Convolutional Neural Networks
In recent years, several models using Quaternion-Valued Convolutional Neural Networks (QCNNs) for different problems have been proposed. Although the definition of the quaternion convolution layer is the same, there are different adaptations of other atomic components to the quaternion domain, e.g., pooling layers, activation functions, fully connected layers, etc. However, …