Artificial Neural Networks (ANNs) are computational models inspired by the human brain's structure and function. They consist of interconnected nodes or "neurons" that process and transmit information in a manner analogous to biological neural networks. ANNs are a key component of machine learning and are employed in various applications, including image recognition, natural language processing, and predictive analytics.