Observability of Neural Network Behavior

Part of Advances in Neural Information Processing Systems 6 (NIPS 1993)

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Max Garzon, Fernanda Botelho


We prove that except possibly for small exceptional sets, discrete(cid:173) time analog neural nets are globally observable, i.e. all their cor(cid:173) 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.