Chapter 4

Neural networks as specialised models within machine learning

Neural networks represent one of the most significant developments in machine learning, offering computational models inspired by the biological neural networks of animal brains. As specialised models within the broader machine learning paradigm, neural networks have evolved from theoretical constructs to practical tools that drive modern artificial intelligence applications. This