发明授权
- 专利标题: Monitoring and retraining neural network
- 专利标题(中): 监测和再训练神经网络
-
申请号: US869884申请日: 1997-06-05
-
公开(公告)号: US6067535A公开(公告)日: 2000-05-23
- 发明人: Phillip William Hobson , Peter Hamer , Kevin John Twitchen , Paul Colin Barson , Simon Field , Timothy John Edwards
- 申请人: Phillip William Hobson , Peter Hamer , Kevin John Twitchen , Paul Colin Barson , Simon Field , Timothy John Edwards
- 申请人地址: CAX Montreal
- 专利权人: Notel Networks Corporation
- 当前专利权人: Notel Networks Corporation
- 当前专利权人地址: CAX Montreal
- 优先权: GBX9701196 19970121
- 主分类号: G06N3/02
- IPC分类号: G06N3/02 ; G06Q30/00 ; G07F7/08 ; H04W12/00
摘要:
A method of managing the processing of information using a first neural network, the information relating to the transmission of messages in a telecommunications network, uses the steps of:(i) monitoring the performance of the first neural network in processing the information;(ii) creating a second neural network of the same topology as the first when a predetermined performance threshold is reached, and(iii) retraining the second neural network while continuing to process the information using the first neural network. If the neural networks are implemented using objects, such retraining can be facilitated by using a persistance mechanism to enable the objects to be stored and moved. Applications in fraud detection.
公开/授权文献
信息查询