发明名称 |
QUANTUM-ASSISTED TRAINING OF NEURAL NETWORKS |
摘要 |
Aspects of the disclosure provide a method for configuring a Quantum Annealing (QA) device. Then QA device has a plurality of qubits and a plurality of couplers at overlapping intersections of the qubits. The method includes mapping a node of a neural network that have a plurality of nodes and connections between the nodes to a qubit in the QA device, and mapping a connection of the neural network to a coupler at an intersection in the QA device where two qubits corresponding to two nodes connected by the connection intersect. The method further includes mapping a node of the neural network to a chain of qubits. In an embodiment, a coupling between qubits in the chain is configured to be a ferromagnetic coupling in order to map the node of the neural network to the chain of qubits. |
申请公布号 |
EP3138052(A1) |
申请公布日期 |
2017.03.08 |
申请号 |
EP20150723604 |
申请日期 |
2015.05.01 |
申请人 |
Lockheed Martin Corporation |
发明人 |
ADACHI, Steven H.;DAVENPORT, Daniel M.;HENDERSON, Maxwell P. |
分类号 |
G06N99/00;B82Y10/00;G06N3/04;G06N3/06 |
主分类号 |
G06N99/00 |
代理机构 |
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代理人 |
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主权项 |
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地址 |
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