Method and apparatus for machine learning
US6249781A · kind A · utility
11Cited by
11References
5Claims
0Family size
Assignee
Inventor
Key dates
| Filing date | May 5, 1999 |
| Grant date | Jun 19, 2001 |
| Priority date | — |
| Expiry date | May 5, 2019 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A method and apparatus is disclosed for machine learning of a pattern sequence which is derived from a plurality of inputs. The pattern sequence is predicted from learning rate parameters that are exponentially related to an incrementally calculated gain parameter for each input. The gain parameter are increased or decreased in real time in correlation with the accuracy of the learning process. The disclosed method and apparatus are advantageously utilized in signal processing, adaptive control systems, and pattern recognition.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.