Efficient mapping of input data to vectors for a predictive model
US10908900B1 · kind B1 · utility
Assignee
Inventor
Key dates
| Filing date | Feb 15, 2019 |
| Grant date | Feb 2, 2021 |
| Priority date | — |
| Expiry date | Mar 22, 2039 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N20/00
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
A system may comprise a processor integrated circuit (IC) and a vector mapping sub-system that is separate from the processor IC and includes one or more ICs. The system may receive input data for processing by a predictive model and generate at least one memory address from the input data. At least one memory address may be provided to the vector mapping sub-system. The vector mapping sub-system generates a resulting vector of numbers based on the at least one memory address. The resulting vector can be a fixed length vector representation of the input data. The resulting vector is provided from the vector mapping sub-system to the processor IC. The processor IC executes one or more instructions for the predictive model using the resulting vector to generate a prediction. A corresponding method also is disclosed.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.