Emergence of Globally Attracting Fixed Points in Deep Neural Networks With Nonlinear Activations

Amir Joudaki, Thomas Hofmann

Understanding how neural networks transform input data across layers is fundamental to unraveling their learning and generalization capabilities. Although prior work has used insig…