Performance analysis for a K-winners-take-all analog neural network: basic theory


In a previous work, the authors proposed an analog Hopfield-type neural network that identified the K largest components of a list of real numbers. In this work, we identify computable restrictions on the parameters, in order that the network can repeatedly process lists, one after the other, at a given rate. A complete mathematical analysis gives… (More)
DOI: 10.1109/TNN.2003.813833



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