Stability and Observability

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

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Max Garzon, Fernanda Botelho


he theme was the effect of perturbations of the defining parameters of a neural net(cid:173) work due to: 1) mea"urement" (particularly with analog networks); 2) di"cretization due to a) digital implementation of analog nets; b) bounded-precision implementa(cid:173) tion of digital networks; or c) inaccurate evaluation of the transfer function(s}; 3) noise in or incomplete input and/or output of the net or individual cells (particu(cid:173) larly with analog networks).