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Neural Networks: Architecture, Learning Mechanisms, Applications, and Challenges

2026-08-08·12 min read·13 views

Neural networks are computational models inspired by interconnected biological neurons and have become a fundamental technology in modern artificial intelligence. This article examines their architecture, mathematical foundations, learning process, major network types, applications, advantages, limitations, and future directions.

• Neural Networks
• Artificial Intelligence
• Machine Learning
• Deep Learning
• Artificial Neural Networks
• Deep Neural Networks