Invention Grant
- Patent Title: Method and system of managing computing paths in an artificial neural network
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Application No.: US15662956Application Date: 2017-07-28
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Publication No.: US10915812B2Publication Date: 2021-02-09
- Inventor: Seung-Soo Yang
- Applicant: SAMSUNG ELECTRONICS CO., LTD.
- Applicant Address: KR Suwon-si
- Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee: SAMSUNG ELECTRONICS CO., LTD.
- Current Assignee Address: KR Suwon-si
- Agency: F. Chau & Associates, LLC
- Priority: KR10-2016-0148995 20161109
- Main IPC: G06N3/08
- IPC: G06N3/08 ; G06N3/063 ; G06N3/04

Abstract:
In a method of managing a plurality of computing paths in an artificial neural network (ANN) driven by a plurality of heterogeneous resources, resource information, preference level metrics, and a plurality of initial computing paths are obtained by performing an initialization. The resource information represents information associated with the heterogeneous resources. The preference level metrics represent a relationship between the heterogeneous resources and a plurality of operations. The initial computing paths represent computing paths predetermined for the operations. When a first event including at least one of the plurality of operations is to be performed, a first computing path for the first event is set based on the initial computing paths, the preference level metrics, resource environment, and operating environment. The resource environment represents whether the heterogeneous resources are available. The operating environment represents contexts of the ANN and at least one electronic device including the heterogeneous resources.
Public/Granted literature
- US20180129939A1 METHOD AND SYSTEM OF MANAGING COMPUTING PATHS IN AN ARTIFICIAL NEURAL NETWORK Public/Granted day:2018-05-10
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