2 papers
cs.LG2024
Stably unactivated neurons in ReLU neural networks
Natalie Brownlowe, Christopher R. Cornwell, Ethan Montes +3
The choice of architecture of a neural network influences which functions will be realizable by that neural network and, as a result, studying the expressiveness of a chosen archit…
math.DS2023
Counting Rotational Sets for Laminations of the Unit Disk from First Principles
John C. Mayer, Michael J. Moorman, Gabriel B. Quijano +1
By studying laminations of the unit disk, we can gain insight into the structure of Julia sets of polynomials and their dynamics in the complex plane. The polynomials of a given de…