Quantum feature kernel estimation
AssigneeInternational Business Machines Corporation
InventorsAntonio Corcoles-Gonzalez, Paul Kristan Temme, Jay M. Gambetta
Life of this patent
Estimating the term…
Abstract
Techniques and a system to facilitate quantum computation are provided. In one example, a system includes a processor that executes computer executable components stored in a memory; a quantum feature map circuit component that estimates a kernel associated with a feature map; and a support vector machine component that performs a classification using the estimated kernel.
Claims20
A system comprising:
- a processor that executes computer executable components stored in a memory;
- a quantum feature map circuit component that estimates a kernel associated with a feature map;
- and
- a support vector machine component that performs a classification using the estimated kernel.
A computer-implemented method comprising:
- using a processor to executes computer executable components stored in a memory;
- estimate, by a quantum feature map circuit component operatively coupled to the processor, a kernel associated with a feature map;
- and
- perform a classification using the estimated kernel by a support vector machine component operatively coupled to the processor.
A computer program product for facilitating quantum programming, the computer program product comprising a computer readable storage medium having program instructions embodied therewith, the program instructions executable by a processor to cause the processor to:
- estimate, by the processor, a kernel associated with a feature map;
- and
- perform, by the processor, a classification using the estimated kernel.
Dependencies are inferred from the claim text.