The credit assignment problem 1 lies at the very heart of learning. Backpropagation 2, as a simple yet effective credit assignment theory, has powered notable advances in artificial intelligence since ...

Neural networks are computational models inspired by the organisation and function of biological neurons. They consist of layers of interconnected units (neurons), each computing a weighted sum of ...