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- E. Majani, Ruth Erlanson, Yaser S. Abu-Mostafa
- NIPS
- 1988

We present and rigorously analyze a generalization of the Winner-Take-All Network: the K-Winners-Take-All Network. This network identifies the K largest of a set of N real numbers. The network model used is the continuous Hopfield model. The Winner-Take-All Network is a network which identifies the largest of N real numbers. Winner-Take-All Networks have… (More)

- Ruth Erlanson, Yaser S. Abu-Mostafa
- NIPS
- 1990

Analog neural networks with feedback can be used to implement l(Winner Take All (KWTA) networks. In turn, KWTA networks can be used as decoders of a class of nonlinear error-correcting codes. By interconnecting such KWTA networks, we can construct decoders capable of decoding more powerful codes. We consider several families of interconnected KWTA networks,… (More)

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