试析联结主义早期研究者Rosenblatt关于感知机的研究

ANALYSIS OF THE STUDY ABOUT PERCEPTRON OF ROSENBIATT WHO WAS THE EARLIER RESERCHER OF CONNECTIONISM

笔者主要介绍和分析了Rosenblatt关于感知机的有关研究,在对Rosenblatt研究的指导思想、感知机的构成与学习、感知机收敛理论进行介绍和分析的基础上,又分析了Minsky和Papert对感知机的批评,笔者认为,虽然感知机的研究已成为历史,但它毕竟对当代联结主义的研究起过一定的启发作用。

The paper mainly introduces and analyses the study about Perceptron of Rosenblatt. On the basis of introduction and analysis of the guiding ideology of the study of Rosenblatt, the structure and learning of Perceptron, the convergence theory of Perceptron, the author also analyses Minsky and Papert's criticism on Perceptron. In the end, the author believes that, although the study of Perceptron passd into history, it illuminated the study of modern connectionism to some extent after all.