Keywords: Neural network; Ordinary differential equations; Lyapunov function; Lyapunov stability theory; Rank-one tensor; Best rank-one approximation; Z-eigenpair; Symmetric-definite tensor pair; H-eigenpair; The local maximal generalized eigenpair; The local minim