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Neural Networks is a subfield of Deep Learning, which in turn is a subset of Artificial Intelligence within Technology. This subcategory focuses on the development and study of algorithms inspired by the structure and function of the human brain. The neural networks are designed to simulate the way in which the human brain analyzes and processes information. They consist of interconnected layers of nodes, or "neurons," that transmit signals between each other. These networks can learn and improve over time, making them capable of performing complex tasks such as image recognition, natural language processing, and decision-making. As a part of Deep Learning, Neural Networks take advantage of the computational power of modern machines to process large amounts of data and uncover patterns that would be difficult for humans to detect. Overall, Neural Networks represent an essential tool in the development of advanced AI systems, enabling them to perform tasks that were once thought to be exclusively within the realm of human intelligence.