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公开(公告)号:US11663522B2
公开(公告)日:2023-05-30
申请号:US16859874
申请日:2020-04-27
Applicant: Microsoft Technology Licensing, LLC
Inventor: Eric Philip Traut , Marcos de Moura Campos , Xuan Zhao , Ross Ian Story , Victor Shnayder
CPC classification number: G06N20/00 , G06F11/3466 , G06F11/3664 , G06N3/08 , G06N10/70
Abstract: A method of training a reinforcement machine learning computer system. The method comprises providing a machine-learning computer programming language including a pre-defined plurality of reinforcement machine learning criterion statements, and receiving a training specification authored in the machine-learning computer programming language. The training specification defines a plurality of training sub-goals with a corresponding plurality of the reinforcement machine learning criterion statements supported by the machine-learning computer programming language. The method further comprises computer translating the plurality of training sub-goals from the training specification into a shaped reward function configured to score a reinforcement machine learning model configuration with regard to the plurality of training sub-goals. The method further comprises running a training experiment with the reinforcement machine learning model configuration, scoring the reinforcement machine learning model in the training experiment with the shaped reward function, and adjusting the reinforcement machine learning model configuration based on the shaped reward function.
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公开(公告)号:US20240346359A1
公开(公告)日:2024-10-17
申请号:US18753916
申请日:2024-06-25
Applicant: Google LLC
Inventor: John Martinis , Austin Greig Fowler , Rami Barends
Abstract: Methods, systems, and apparatus for operating a system of qubits. In one aspect, a method includes operating a first qubit from a first plurality of qubits at a first qubit frequency from a first qubit frequency region, and operating a second qubit from the first plurality of qubits at a second qubit frequency from a second first qubit frequency region, the second qubit frequency and the second first qubit frequency region being different to the first qubit frequency and the first qubit frequency region, respectively, wherein the second qubit is diagonal to the first qubit in a two-dimensional grid of qubits.
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公开(公告)号:US20240346356A1
公开(公告)日:2024-10-17
申请号:US18514579
申请日:2023-11-20
Applicant: Google LLC
Inventor: Nathan Cody JONES
IPC: G06N10/70
CPC classification number: G06N10/70
Abstract: The disclosure is directed to implementing a quantum error correction code via a quantum computer that includes a set of functional qubits and a set of non-functional qubits. A set of gauge operators is formed. A set of gauge operator combinations are determined from the set of gauge operators. Determining the set of gauge operator combinations may be based on a subset of functional qubits and a global sequence of each gauge operator. Each gauge operator combination has a composite operator that commutes with the composite operator of each other gauge operator combination. A set of composite stabilizers may be generated. Each composite stabilizer corresponds to a separate gauge operator combination. The QEC code may be executed, via the QCS, based on the set of composite stabilizers.
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公开(公告)号:US20240346352A1
公开(公告)日:2024-10-17
申请号:US18294259
申请日:2022-08-02
Inventor: Dolev Bluvstein , Harry Jay Levne , Giulia Semeghini , Tout WANG , Sepehr Ebadi , Alexander Keesling Contreras , Mikhail D. Lukin , Markus Greiner , Vladan Vuletic
Abstract: Dynamically reconfigurable architectures for quantum information and simulation are provided. A plurality of neutral atoms is provided. Each neutral atom is disposed in a corresponding optical trap. Each of the plurality of neutral atoms is prepared in a mF=0 clock state. A pair of neutral atoms of the plurality of neutral atoms is entangled by directing a laser pulse thereto. The laser pulse is configured to transition the pair of neutral atoms through a Rydberg state. The optical trap corresponding to at least one neutral atom of the pair is adiabatically moved, thereby moving one atom of the pair relative to the other atom of the pair without destroying entanglement of the pair.
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公开(公告)号:US12112240B2
公开(公告)日:2024-10-08
申请号:US17820701
申请日:2022-08-18
Applicant: Microsoft Technology Licensing, LLC
Inventor: Nicolas Guillaume Delfosse , Adam Edward Paetznick
CPC classification number: G06N10/70 , H03M13/159 , H03M13/611
Abstract: A method to correct a fault in application of a Clifford circuit to a qubit register of a quantum computer comprises: (A) receiving circuit data defining the Clifford circuit; (B) emitting outcome code based on the circuit data, the outcome code including a series of outcome checks each corresponding to an anticipated error syndrome of the application of the Clifford circuit to the qubit register; and (C) emitting space-time quantum code corresponding to the Clifford circuit based on the circuit data and on the outcome code, the space-time quantum code including a series of check operators that support quantum-error correction, thereby enabling fault correction in the application of the Clifford circuit to the qubit register.
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公开(公告)号:US12106182B2
公开(公告)日:2024-10-01
申请号:US17975690
申请日:2022-10-28
Applicant: International Business Machines Corporation
Inventor: Ali Javadiabhari , Jay M. Gambetta , Ismael Faro Sertage , Paul Nation
CPC classification number: G06N10/00 , G06F11/076 , G06F11/3612 , G06F30/20 , G06N10/60 , G06N10/70
Abstract: A method for validation and runtime estimation of a quantum algorithm includes receiving a quantum algorithm and simulating the quantum algorithm, the quantum algorithm forming a set of quantum gates. The method further includes analyzing a first set of parameters of the set of quantum gates and analyzing a second set of parameters of a set of qubits performing the set of quantum gates. The method further includes transforming, in response to determining at least one of the first set of parameters or the second set of parameters meets an acceptability criterion, the quantum algorithm into a second set of quantum gates.
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公开(公告)号:US20240289675A1
公开(公告)日:2024-08-29
申请号:US18520751
申请日:2023-11-28
Applicant: Classiq Technologies LTD.
Inventor: Amir Naveh , Shmuel Ur , Eyal Cornfeld , Ofek Kirzner , Yehuda Naveh , Lior Gazit
IPC: G06N10/70
CPC classification number: G06N10/70
Abstract: A method, apparatus and product comprising: obtaining a logical representation of a quantum circuit, wherein the logical representation comprises a plurality of logical qubits manipulated by a plurality of logical gates; and generating a physical representation of the quantum circuit, the physical representation is configured to allocate a set of physical qubits of a quantum computer to the plurality of logical qubits in order to implement error correction operations The generating includes selecting a first quantity of physical qubits from the set of physical qubits for a first separate section of the quantum circuit; selecting a second quantity of physical qubits from the set of physical qubits for a second separate section of the quantum circuit, and synthesizing the quantum circuit using the first and second quantities for the first and second separate sections.
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公开(公告)号:US20240273393A1
公开(公告)日:2024-08-15
申请号:US18437441
申请日:2024-02-09
Applicant: Yale University
Inventor: Yue Wu , Lin Zhong , Namitha Godawatte Liyanage
Abstract: Provided herein are methods of solving minimum-weight perfect matching (MWPM) for quantum error correction. The methods include i) partitioning an algorithm into a dual module and a primal module; ii) computing a maximum update length in the dual module; iii) gathering a return value in the dual module, the return value including a growth event or a conflict event; iv) resolving a conflict in the primal module when the return value is the conflict event; and v) setting a growth state in the dual module for each of one or more nodes when the return value is the growth event.
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公开(公告)号:US12061953B2
公开(公告)日:2024-08-13
申请号:US17926146
申请日:2021-07-01
Applicant: Oxford University Innovation Limited
Inventor: Zhenyu Cai , Simon Benjamin
CPC classification number: G06N10/70 , G06F11/0721 , G06F11/079
Abstract: A method of mitigating errors when using a quantum computer comprising: performing S101 a first operation (21) on the state of a qubit a plurality of times; wherein the first operation (21) has a first error rate (32); obtaining S102 a first measurement of the average state of the qubit; modifying S103 the error rate of the quantum computer from the first error rate (32) to a second error rate (34); performing S104 a second operation (23) on the state of the qubit a plurality of times; wherein the second operation (23) has the second error rate (34); obtaining S105 a second measurement of the average state of the qubit; modifying S106 the error rate of the quantum computer from the second error rate to a third error rate; performing S107 a third operation on the state of the qubit a plurality of times; wherein the third operation has the third error rate; obtaining S108 a third measurement of the average state of the qubit; modifying S109 the error rate of the quantum computer from the third error rate to a fourth error rate; performing S110 a fourth operation on the state of the qubit a plurality of times; wherein the fourth operation has the fourth error rate; obtaining S111 a fourth measurement of the average state of the qubit; fitting S112 the first, second, third and fourth measurements to a multi-exponential decay curve (35); and extrapolating S113 the average state of the qubit at a fifth error rate (37) using the fitted curve (35), wherein the fifth error rate (37) is lower than the first, second, third and fourth error rates.
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公开(公告)号:US12039412B2
公开(公告)日:2024-07-16
申请号:US17873280
申请日:2022-07-26
Applicant: Qingdao University of Technology
Inventor: Hongyang Ma , Haowen Wang , Yingjie Qu , Shumei Wang , Tianhui Qiu
Abstract: A method and apparatus for transmitting information through a topological quantum error correction system based on multi-space-time transformation including steps of initializing quantum information, detecting an error in quantum information transmission, correcting the error in quantum information transmission, and decoding the information in quantum information transmission. Information safety is improved and only a quantity of devices for generating quantum states needs to be increased. A stabilizer is used to analyze code symmetry, for error detection, measurement, and correction. Any information about an encoded qubit is not revealed during odd/even parity measurement, so that an encoding state of the encoded qubit remains unchanged. A double-layer convolutional neural network model in an adversarial network can find an error correction chain with a best effect.
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