Analog neural network for support vector machine learning |
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Authors: | Perfetti R. Ricci E. |
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Affiliation: | Dept. of Electron. & Inf. Eng., Perugia Univ.; |
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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 |
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