From Latent Space to Training Data: Explainable Specialization in Minimal MLPs

Enrique Alba, Ezequiel Lopez-Rubio

We here study whether training biases can make hidden neurons specialize in minimal one-hidden-layer MLPs, and whether such specialization improves prototype-based reconstruction o…