Title :
On the robust design of k-winners-take-all networks
Author_Institution :
Istituto di Elettronica, Perugia Univ., Italy
fDate :
1/1/1995 12:00:00 AM
Abstract :
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
Keywords :
neural nets; stability; WTA behavior; design methodology; k-winners-take-all networks; robust design; Character generation; Circuits; Design methodology; Digital signal processing; Equations; Pattern recognition; Robustness; Terminology;
Journal_Title :
Circuits and Systems II: Analog and Digital Signal Processing, IEEE Transactions on
