Hidden Activations Are Not Enough: A General Approach to Neural Network Predictions

Samuel Leblanc, Aiky Rasolomanana, Marco Armenta

We introduce a novel mathematical framework for analyzing neural networks using tools from quiver representation theory. This framework enables us to quantify the similarity betwee…