The role of parameter Jacobians in the stability of network outputs

Halyun Jeong, Palle E. T. Jorgensen, Hyun-Kyoung Kwon +2

In the framework of network dynamics, learning models, and neural tangent kernels (NTK), we show that the corresponding linearized dynamics leads naturally to a semigroup formulati…