RNN

CNN vs RNN vs Transformers: Key Differences, Architecture, Use Cases, Benefits, Challenges, and Future Scope

CNN, RNN, and Transformers are the three most important neural network architectures shaping modern artificial intelligence. This guide explains their architecture, differences, strengths, limitations, practical use cases, and future relevance across computer vision, sequence learning, and generative AI.