The role of neural networks in modern ai applications
V. O. Morozov, S. Yu. Piddubchak, V. O. Morozov, S. Yu. Piddubchak · Repository of Vinnytsia National Technical University (Vinnytsia National Technical University) · 2025
Neural networks have become the backbone of modern artificial intelligence (AI) applications, revolutionizing fields such as image recognition, natural language processing, and autonomous systems. This paper explores the fundamental principles of neural networks, their architectures, and real-world applications that demonstrate their growing impact on technology and society. Additionally, we discuss the challenges associated with neural network implementation and the future prospects of AI-driven solutions.