公开(公告)号：US20230140189A1

公开(公告)日：2023-05-04

申请号：US17583054

申请日：2022-01-24

Applicant: ORCA Computing Limited

Inventor： Hugo Wallner ,  Kamil Bradler

IPC: G06F17/14

Abstract: Methods and systems are described herein for determining a solution to a binary optimization problem. In examples, a system described herein comprises a controller and a boson sampler which together implement a hybrid quantum-classical process. Computer-readable media are also described herein.

公开(公告)号：US20240135144A1

公开(公告)日：2024-04-25

申请号：US18451255

申请日：2023-08-17

Applicant: ORCA Computing Limited

Inventor： Hugo Wallner ,  William Clements

IPC: G06N3/045 ,  G01N21/45 ,  G06N3/0464 ,  G06N3/084 ,  G06T11/00

CPC classification number: G06N3/045 ,  G01N21/45 ,  G06N3/0464 ,  G06N3/084 ,  G06T11/00

Abstract: Methods are provided for generating a dataset (e.g., an image). According to an example, the method comprises controlling a boson sampler to produce one or more integer sequences, each of the one or more integer sequences representative of a measurement outcome of one or more photodetectors of the boson sampler; determining, from the one or more integer sequences, one or more latent vectors; providing the determined one or more latent vectors to a trained artificial neural network (ANN) configured to convert one or more latent vectors to a generated dataset; and outputting the generated dataset. Methods for training an ANN are also provided. Systems and computer-readable storage media are also described.

公开(公告)号：US20230133597A1

公开(公告)日：2023-05-04

申请号：US17670284

申请日：2022-02-11

Applicant: ORCA Computing Limited

Inventor： Hugo Wallner ,  Kamil Bradler

IPC: G06N10/60 ,  G06F17/11 ,  G06F17/18 ,  G01B9/02

Abstract: Methods and systems are described herein for determining a solution to a binary optimization problem. In examples, a system described herein comprises a controller and a boson sampler which together implement a hybrid quantum-classical process. Computer-readable media are also described herein.