公开(公告)号：US20250045614A1

公开(公告)日：2025-02-06

申请号：US18531119

申请日：2023-12-06

Applicant: Samsung Electronics Co., Ltd.

Inventor： Whan GHANG ,  Min Je KIM

IPC: G06N10/20 ,  G06N10/80

Abstract: An apparatus with hybrid quantum-classical neural network architecture generation includes a generating device configured to generate a hybrid quantum-classical layer based neural network architecture based on setting information for generating a neural network architecture, wherein the generating device comprises a neuron distribution module configured to determine, based on the setting information, whether to distribute neurons in each layer of the neural network into a quantum circuit or a classical circuit, a quantum circuit generation module configured to generate a quantum circuit for the each layer, based on a result of distribution into the quantum circuit, and a classical circuit generation module configured to generate a classical circuit for the each layer, based on a result of distribution into the classical circuit.