Neuro-fuzzy-integrated data processing system
US5875284A · kind A · utility
Assignee
Inventors
Key dates
| Filing date | Jun 9, 1992 |
| Grant date | Feb 23, 1999 |
| Priority date | — |
| Expiry date | Jun 9, 2012 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N7/046
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
The present invention relates to a data processing system in a hierarchical network configuration for executing applicable data processes in a comprehensible and executable form. The present invention allows data processing capabilities to be established with high precision in a short time based on a fuzzy-neuro-integrated concept. A fuzzy model is generated by a data processing system in the form of membership functions and fuzzy rules as technical information relating to a control target. According to this fuzzy model, a weight value of the connection between neurons is set and a pre-wired neural network is established. Then, the data of the control target are learned by the neural network. The connection state and a weight value of the neural network after the learning enable tuning of the fuzzy model.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.