Description: Wave propagation refers to the movement of waves through a medium, a fundamental phenomenon in physics that has significant implications in various disciplines, including neuromorphic computing. In this context, wave propagation is used to model and simulate the behavior of neurons and synapses in the human brain. Waves can be electrical, acoustic, or electromagnetic, and their study allows for an understanding of how signals are transmitted through different materials and structures. In neuromorphic computing, the goal is to emulate how neurons transmit information through electrical impulses, which involves a detailed analysis of how waves propagate in artificial neural networks. This approach not only enhances the efficiency of information processing systems but also allows for greater learning and adaptation capabilities, similar to those observed in biological systems. Therefore, wave propagation becomes a key concept for the development of technologies that mimic brain function, offering a pathway toward the creation of more advanced and efficient artificial intelligence systems.