An optimization-based equilibrium measure describes non-equilibrium steady state dynamics: application to edge of chaos

Junbin Qiu, Haiping Huang

Understanding neural dynamics is a central topic in machine learning, non-linear physics and neuroscience. However, the dynamics is non-linear, stochastic and particularly non-grad…