Two k-winners-take-all networks with discontinuous activation functions.
basic_science · Level V
Where this comes from
- Record sourced from PubMed, PMID 18243655.
- Also identified by DOI 10.1016/j.neunet.2007.12.044.
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Abstract
This paper presents two k-winners-take-all (k-WTA) networks with discontinuous activation functions. The k-WTA operation is first converted equivalently into linear and quadratic programming problems. Then two k-winners-take-all networks are designed based on the linear and quadratic programming formulations. The networks are theoretically guaranteed to be capable of performing the k-WTA operation in real time. Simulation results show the effectiveness and performance of the networks.
Medical subject headings
- Neural Networks, Computer
- Programming, Linear