Patent · US Active

Data class analysis method and apparatus

US10755198B2 · kind B2 · utility

2Cited by

0References

21Claims

0Family size

Assignee

Intel Corporation · US

Inventors

Darshan Iyer · Portland, US
Nilesh Jain · Portland, US

Key dates

Filing date	Dec 29, 2016
Grant date	Aug 25, 2020
Priority date	—
Expiry date	Jan 25, 2039

Classification

Technology area (CPC G)Physics
CPC primaryG06N3/063
WIPO fieldComputer technology
WIPO sectorElectrical engineering

Abstract

Methods, apparatus, and system determine if a data class in a plurality of data classes is separable, such as by determining an average intra-class similarity within each data class, inter-class similarity across all data classes in the plurality of data classes, and determining separability based on the average intra-class similarity relative to the inter-class similarity. Data classes determined to be highly variable may be removed. Pair(s) of data classes not separable from one another may be combined into one class or one of the data classes may be dropped. A hardware accelerator, which may comprise artificial neurons, accelerate performance of the data analysis.

Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.