A physical neural network is universal exactly when its multivariate nonlinear encoding function has no identically vanishing partial derivative.
Marković , author A
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Universality of physical neural networks with multivariate nonlinearity
A physical neural network is universal exactly when its multivariate nonlinear encoding function has no identically vanishing partial derivative.