Federico Maria Cau

Considerations for applying logical reasoning to explain neural network outputs

2020 · Research Publications (Maastricht University)

We discuss the impact of presenting explanations to people for Artificial Intelligence (AI) decisions powered by Neural Networks, according to three types of logical reasoning (inductive, deductive, and abductive). We start from examples in the …