Global Convergence in Neural ODEs: Impact of Activation Functions

Tianxiang Gao, Siyuan Sun, Hailiang Liu +1

Neural Ordinary Differential Equations (ODEs) have been successful in various applications due to their continuous nature and parameter-sharing efficiency. However, these unique ch…