"Accelerated Perceptron": A Self-Learning Linear Decision Algorithm

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Zuev, Yu. A.;
  • Publisher: Минск, БГУ
  • Subject: :ЕСТЕСТВЕННЫЕ И ТОЧНЫЕ НАУКИ::Математика [ЭБ БГУ]

The class of linear decision rules is studied. A new algorithm for weight correction, called an "accelerated perceptron", is proposed. In contrast to classical Rosenblatt's perceptron this algorithm modifies the weight vector at each step. The algorithm may be employed ... View more
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