Deep learning, a subset of AI, uses artificial neural networks with multiple layers to learn from data. The structure of these networks is inspired by the human brain, and thus, deep learning models can be seen as a crude form of brain simulation. They contribute to our understanding of how complex data can be processed and interpreted.