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The effects of hardware limitations and fabrication faults on the fault tolerance of neural associative memories using the Hopfield interconnect topology are investigated. It is shown that neural computing structures are not by definition fault tolerant, and that the degree of tolerance is very sensitive to the assumed physical fault model and to the nature of the stored information.
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Nijhuis et al. (1989) studied this question.
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