There are several application categories for neural networks. Those categories include character recognition, Stock Market prediction, image compression, and medicine.
Recent popular applications of artificial neural networks include image and speech recognition, autonomous driving technology, natural language processing for chatbots and virtual assistants, and healthcare applications such as medical image analysis and personalized medicine. These applications leverage the ability of neural networks to learn and make predictions based on large amounts of data.