Neural networks cannot approximate matrix inversion over domains approaching singular matrices; in safe regions they merely learn the local linear Taylor approximation of the inverse.
A fuzzy adaptive zeroing neural network model with event-triggered control for time-varying matrix inversion
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Rethinking Neural-based Matrix Inversion: Why can't, and Where can
Neural networks cannot approximate matrix inversion over domains approaching singular matrices; in safe regions they merely learn the local linear Taylor approximation of the inverse.