公开(公告)号：US5033006A

公开(公告)日：1991-07-16

申请号：US489508

申请日：1990-03-07

申请人： Yasushi Ishizuka ,  Fumio Togawa ,  Toru Ueda

发明人： Yasushi Ishizuka ,  Fumio Togawa ,  Toru Ueda

IPC分类号： G06F15/18 ,  G06N3/04 ,  G06N3/08 ,  G06N99/00

CPC分类号： G06K9/6272 ,  G06N3/082

摘要： A self-extending shape neural-network is capable of a self-extending operation in accordance with the studying results. The self-extending shape neural-network has initially minimum number of the intermediate layers and the number of the nodes (units) within each layer by the self-extension of the network construction so as to shorten the studying time and the discriminating time. This studying may be effected efficiently by the studying being directed towards the focus when the studying is not focused.

摘要翻译： 自扩展形状神经网络能够根据研究结果进行自我扩展操作。 自扩展形状神经网络通过网络结构的自扩展，开始最小数量的中间层和每层内的节点数（单位数），以缩短学习时间和辨别时间。 在学习不集中的时候，通过学习针对焦点，可以有效地实现这种学习。