Invention Grant
- Patent Title: Bayesian neural network and methods and apparatus to operate the same
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Application No.: US17075527Application Date: 2020-10-20
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Publication No.: US12131245B2Publication Date: 2024-10-29
- Inventor: Hechen Wang , Richard Dorrance , Deepak Dasalukunte , David Israel Gonzalez Aguirre
- Applicant: Intel Corporation
- Applicant Address: US CA Santa Clara
- Assignee: INTEL CORPORATION
- Current Assignee: INTEL CORPORATION
- Current Assignee Address: US CA Santa Clara
- Agency: Hanley, Flight & Zimmerman, LLC
- Main IPC: G06N3/04
- IPC: G06N3/04 ; G06F1/06 ; H03L7/089 ; H03L7/099 ; G11C11/412

Abstract:
Methods, apparatus, systems, and articles of manufacture providing an improved Bayesian neural network and methods and apparatus to operate the same are disclosed. An example apparatus includes an oscillator to generate a first clock signal; a resistive element to adjust a slope of a rising edge of a second clock signal; a voltage sampler to generate a sample based on at least one of (a) a first voltage of the first clock signal when a second voltage of the second clock signal satisfies a threshold or (b) a third voltage of the second clock signal when a fourth voltage of the first clock signal satisfies the threshold; and a charge pump to adjust a weight based on the sample, the weight to adjust data in a model.
Public/Granted literature
- US20210034947A1 BAYESIAN NEURAL NETWORK AND METHODS AND APPARATUS TO OPERATE THE SAME Public/Granted day:2021-02-04
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