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1.发明授权公开(公告)号：US12260188B2
公开(公告)日：2025-03-25
申请号：US17254254
申请日：2020-11-30
Applicant: KOREA ELECTRONICS TECHNOLOGY INSTITUTE
Inventor： Dong Yeob Shin , Tae Beom Lim , Yong Seok Lim
Abstract: The present invention relates to a pop count-based deep learning neural network computation method, a multiply accumulator, and a device thereof. The computation method according to an exemplary embodiment of the present invention is a computation method for a deep learning neural network, including a step of generating one-hot encoding codes according to the type of first multiplication result values for a multiplication (first multiplication) of weights (W) and input values (A); a step of performing a pop-count for each generated code; and a step of accumulating result values for a constant multiplication (second multiplication) between each type of the first multiplication result value and each count value of the pop-count which are different constant values.
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公开(公告)号：US10073581B2
公开(公告)日：2018-09-11
申请号：US14598933
申请日：2015-01-16
Applicant: Korea Electronics Technology Institute
Inventor： Jae Won Moon , Tae Beom Lim , Seung Woo Kum , Jong Bin Park , Jong Jin Jung , Kyung Won Kim
IPC: G06F3/0481 , G06F3/14 , G06F17/30
CPC classification number: G06F3/0481 , G06F3/14 , G06F16/95 , G06F16/9577 , G06F2203/04801
Abstract: A method of organizing a user-customizable content adaptation object being performed on a user-customizable content adaptation object organizing server, the server being coupled to a user terminal, the method includes: (a) selecting a layout comprising at least one object collector; (b) generating at least one content adaptation object, each corresponding to a computer executable object and being capable of receiving a remote response by the user terminal or being applicable to the user terminal; and (c) inserting the at least one content adaptation object into the at least one object collector based on a property and a number of objects acceptable in the at least one object collector.
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公开(公告)号：US10152724B2
公开(公告)日：2018-12-11
申请号：US14548601
申请日：2014-11-20
Applicant: Korea Electronics Technology Institute
Inventor： Jae Won Moon , Tae Beom Lim , Kyung Won Kim , Seung Woo Kum , Jong Bin Park , Jong Jin Jung
Abstract: A method of providing a context based service is performed by a user terminal. The method includes: generating a user profile about at least one entity; providing user profile characteristic information obtained or inferred from the user terminal associated with the at least one entity; and controlling to provide a user description generated based on the user profile and the user profile characteristic information to a recommendation engine for a required service if a recommendation of a context based service is required to the at least one entity, the recommendation engine performing a service recommendation according to a situation of the at least one entity.
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公开(公告)号：US09288072B2
公开(公告)日：2016-03-15
申请号：US13866628
申请日：2013-04-19
Applicant: KOREA ELECTRONICS TECHNOLOGY INSTITUTE
Inventor： Jae Won Moon , Kyung Won Kim , Tae Beom Lim , Kwang Sue Chung , Dong Chil Kim , Doo Yeol Yoon
IPC: G06F15/16 , H04L12/28 , H04L29/08 , H04L12/26 , H04L12/927 , H04L12/801
CPC classification number: H04L12/2812 , H04L12/281 , H04L12/283 , H04L43/0829 , H04L43/0852 , H04L43/0882 , H04L47/14 , H04L47/808 , H04L67/303
Abstract: When a user wants to move or share the contents, information on network status, a position of a terminal, and a property of the terminal is collected and displayed intuitively to the user. Then, quality of the contents is adjusted in accordance with selection of the user adaptively. The contents can be displayed through the selected terminal with adaptively adjusted quality based on the information on network status, the position of a terminal, and the property of the selected terminal.
Abstract translation: 当用户想要移动或共享内容时，收集并直观地向用户显示关于网络状态，终端位置和终端的属性的信息。 然后，根据用户的选择自适应地调整内容的质量。 可以根据网络状态信息，终端位置和所选终端的属性，通过所选终端显示内容，并自适应调整质量。
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