With the rapid development of information technology, neural networks, as one of its core driving forces, are profoundly changing the way we live and work. The upcoming Second International Conference on Neural Network Applications and Information Technology will bring together top researchers, industry experts, and innovative pioneers from around the world to explore the latest developments in neural network technology and its widespread applications in the field of information technology. The theme of this conference is "Intelligent Future, Connected World", aiming to build an interdisciplinary and international communication platform to promote innovation in neural network algorithms, system optimization, and application research in cutting-edge fields such as artificial intelligence, big data analysis, the Internet of Things, and cloud computing. The conference will showcase the latest achievements of neural network technology through keynote speeches, technical discussions, case sharing, and exhibition displays, exploring its potential and challenges in improving information technology efficiency and solving complex problems. We sincerely invite scholars, business representatives, and industry elites from around the world to participate in this grand event, explore the infinite possibilities of neural network technology, promote the deep integration of information technology with various industries, and work together to create a new era of intelligent interconnection.