Electronic device for brain-inspired adaptive control of resolving bias-variance tradeoff, and method thereof
US12099333B2 · kind B2 · utility
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Key dates
| Filing date | Jan 10, 2022 |
| Grant date | Sep 24, 2024 |
| Priority date | — |
| Expiry date | Aug 27, 2042 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG05B13/026
- WIPO fieldControl
- WIPO sectorInstruments
Abstract
Various embodiments relate to an electronic device for brain-inspired adaptive control of resolving the bias-variance tradeoff and a method thereof. The method may include estimating a prediction error baseline for an environment, based on a first prediction error of a low-variance intelligent system for the environment and a second prediction error of a low-bias intelligent system for the environment; and implementing an adaptive control system by combining the low-variance intelligent system and the low-bias intelligent system based on the estimated prediction error baseline.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.