Invention Grant
- Patent Title: Devices and components for machine learning-based signal error correction and methods of use thereof
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Application No.: US17405877Application Date: 2021-08-18
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Publication No.: US12007831B2Publication Date: 2024-06-11
- Inventor: Austin Walters , Jeremy Goodsitt , Vincent Pham
- Applicant: Capital One Services, LLC
- Applicant Address: US VA McLean
- Assignee: Capital One Services, LLC
- Current Assignee: Capital One Services, LLC
- Current Assignee Address: US VA McLean
- Agency: Greenberg Traurig, LLP
- Main IPC: G06F11/00
- IPC: G06F11/00 ; G06F11/07 ; G06N3/04 ; G06N20/00

Abstract:
The present disclosure enables signal error correction using a first processor and a memory on a first substrate, where the first processor is operationally connected to a second processor on a second substrate and the memory stores computer code having a machine learning model. The first processor executes computer code to: automatically receive from the second processor, a first output signal intended to be received by a target recipient device. The first processor automatically inputs the first output signal into the machine learning model, where the machine learning model determines that the first output signal includes an error signal that would cause a malfunction in the target recipient device, and output an instruction to cause the first processor to generate a second output signal that corrects the error signal. The first processor automatically generates the second output signal and transmits the second output signal to the target recipient device.
Public/Granted literature
- US20230059190A1 DEVICES AND COMPONENTS FOR MACHINE LEARNING-BASED SIGNAL ERROR CORRECTION AND METHODS OF USE THEREOF Public/Granted day:2023-02-23
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