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Analog neural network for support vector machine learning
Authors:Perfetti   R. Ricci   E.
Affiliation:Dept. of Electron. & Inf. Eng., Perugia Univ.;
Abstract:An analog neural network for support vector machine learning is proposed, based on a partially dual formulation of the quadratic programming problem. It results in a simpler circuit implementation with respect to existing neural solutions for the same application. The effectiveness of the proposed network is shown through some computer simulations concerning benchmark problems
Keywords:
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