Michael L. Lemmon

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Competitive learning paradigms are usually defined with winner-take-all (WTA) activation rules. The paper develops a mathematical model for competitive learning paradigms using a generalization of the WTA activation rule (g-WTA). The model is a partial differential equation (PDE) relating the time rate of change in the ;density' of weight vectors to the(More)
Recent advances in wireless communications and networking, distributed sensing and control, and real-time and embedded systems have led to some new computing paradigms, such as ubiquitous and pervasive computing, wireless sensor networks, and cyber-physical systems. Many novel and attractive applications are made possible, such as advanced automotive(More)
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