M. M. Hammad

Comprehensive Survey of Complex-Valued Neural Networks: Insights into Backpropagation and Activation Functions

2024 · arXiv (Cornell University)

Artificial neural networks (ANNs), particularly those employing deep learning models, have found widespread application in fields such as computer vision, signal processing, and wireless communications, where complex numbers are crucial. Despite the prevailing use of …