| 联结主义:涵义的厘清与模型的分析 |
| |
| 引用本文： | 贾林祥.联结主义:涵义的厘清与模型的分析[J].徐州师范大学学报(哲学社会科学版),2003,29(3):147-152. |
| |
| 作者姓名： | 贾林祥 |
| |
| 作者单位： | 徐州师范大学,教育系,江苏,徐州,221116 |
| |
| 摘 要： | 联结主义是20世纪80年代早期所复兴的认知心理学的另一研究范式。它是一种计算的研究取向，认为认知其实就是相互联系的具有活性值的神经单元所构成的网络的动态整体活动，存在于神经网络联结中或权重里的知识信息，是整个交互作用的神经节的激活模式，通过调整权重就可以改变网络的联结关系并进而改变网络的功能；联结主义的基本网络模型是由输入层、隐含层和输出层三个神经单元层组成的，单元层被定义为拓扑的或关于网络的联结的类型，因此构造神经网络的结构，实质上就是构造神经网络的拓扑结构。
|
| 关 键 词： | 联结主义 亚符号范式 人工神经元 网络模型 |
| 文章编号： | 1007-6425(2003)03-0147-06 |
| 修稿时间： | 2003年3月8日 |
Analysis of the Meaning and Model of Connectionism |
| |
| JIA Lin-xiang.Analysis of the Meaning and Model of Connectionism[J].Journal of Xuzhou Normal University(Philosophy and Social Sciences Edition),2003,29(3):147-152. |
| |
| Authors: | JIA Lin-xiang |
| |
| Abstract: | connectionism, retrieving in the early 80s of the 20th centenary, is another paradigm of cognitive psychology. It is a computing research approach, it believes that cognition is the action of the network which is consisted of the interconnected neural units of having activation values, it thinks that information and knowledge which lies in the connection or the weight of neural network is the activation pattern of the interacted neural nodes, by adjusting the weights , the connected relation and function of the network can be altered;the basic connectionist model comprises three neural unit layers such as input layer ,hidden layer and output layer, the unit layer is defined as the topology or the connected type of network, thus constructing the structure of neural network is constructing the topology of neural network. |
| |
| Keywords: | connectionism subsymbolic paradigm artificial neuron network model |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
