公开(公告)号：US20240311677A1

公开(公告)日：2024-09-19

申请号：US18575259

申请日：2022-06-27

Applicant: KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： June-Koo RHEE ,  Siheon PARK ,  Kyungdeock PARK

IPC: G06N10/60 ,  G06N20/10

CPC classification number: G06N10/60 ,  G06N20/10

Abstract: The present invention relates to a data classification apparatus feasible on an NISQ computer, comprising: a weight calculation unit that calculates weight information that minimizes an objective function of a quantum approximation support vector machine (QASVM) algorithm; and a data classification unit that calculates a classification score of the QASVM algorithm using the weight information obtained from the weight calculation unit, and classifies a class of input data on the basis of the calculated classification score.