Problems of Neural Network Theory in Their Perspective

摘要：

The authors viewpoint on the main perspective lines in the development of the neural network theory in the domain of the neural network algorithms for different mathematical tasks solutions is presented The main objective is to analyse the neural network theory aspects that would improve neural network task solution algorithms resulting by the increase in the equivalent capacity-to-cost ratio of the computational systems. The perspective problems of the neural network theory are considered in the order, structure and denotations corresponding to the presently developed technique of the multi-layer neural network synthesis 1-3.

作者: Galushkin A.I.

作者单位: Scientific Center of Neurocomputers, Moscow

会议类型: 国际会议

会议名称: 8th International Conference on Neural Information Processing(ICONIP 2001)(第八届国际神经信息处理大会)

会议地点: 上海

会议语种:英文

页码: 1521-1526

在线出版日期: 2001-11-14（万方平台首次上网日期，不代表论文的发表时间）