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该文在研究感知器基本模型的工作原理和几何意义的基础上,着重分析了感知器基本模型的局限性。为了使感知器模型有更大的应用范围,该文主要从如何用感知器来解决非线性问题的角度来研究推广感知器模型。
Based on the study of the working principle and geometric meaning of the basic model of perceptron, this paper focuses on the limitations of the basic model of perceptron. In order to make the perceptron model have a bigger application scope, this paper studies how to promote the perceptron model from the perspective of how to use the perceptron to solve the nonlinear problem.