A Rigorous Exploration of Transformers and Neural Networks
1. What Are Neural Networks? Neural networks are mathematical frameworks inspired by biological neural systems, designed to approximate complex functions by learning from data. They are pivotal in tasks involving pattern recognition, predictive modeling, and generative processes,…