Full Lyapunov Spectra of Random Neural Networks, Part I: Finite-Time and Asymptotic Theory

Haoyu Albert Wang, Wei P. Dai

We develop a dynamical mean-field framework for the full finite-time and stationary asymptotic Lyapunov spectra of random recurrent neural networks. At finite observation time, an…