Observability of neural network behavior

We prove that except possibly for small exceptional sets, discrete-time analog neural nets are globally observable, i.e. all their cor-rupted pseudo-orbits on computer simulations actually reflect the true dynamical behavior of the network. Locally finite discrete (boolean) neural networks are observable without exception.