On the robust design of k-winners-take-all networks

A design methodology of k-Winners-Take-All (k-WTA) networks is proposed. The design is optimal in the sense that the allowed relative deviation from the nominal parameter values is maximized, while preserving a correct k-WTA behavior. Accuracy requirements do not limit the network size but only the number of winners.<
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