公开(公告)号：US11159731B2

公开(公告)日：2021-10-26

申请号：US16279724

申请日：2019-02-19

Applicant: Samsung Electronics Co., Ltd.

Inventor： David Liu ,  Youngjun Yoo

IPC: H04N5/232

Abstract: An electronic device, a method, and computer readable medium for operating an electronic device are disclosed. The method includes receiving data about a state of the electronic device from one or more sensors of the electronic device. The method also includes determining whether to modify a user interface button displayed on a display of the electronic device based on the received state data and parameters of a neural network. The method further includes modifying display of the user interface button on the display of the electronic device based on determining to modify. The method additionally includes providing, to the neural network, feedback data indicating whether the user interface button was triggered within a predetermined time period after modifying the user interface button.

公开(公告)号：US11119915B2

公开(公告)日：2021-09-14

申请号：US15892195

申请日：2018-02-08

Applicant: Samsung Electronics, Co. Ltd.

Inventor： Chenchi Luo ,  Hyejung Kim ,  Seok-Jun Lee ,  David Liu ,  Michael Polley

IPC: G06F12/06 ,  G06N3/063 ,  G06N3/04 ,  G06N3/08

Abstract: A method to map a plurality of feature maps of a neural network onto a memory hierarchy includes mapping a first feature map of the plurality of feature maps to a memory in a memory hierarchy having available memory space and providing quickest access to the first feature map. The method also includes, when the first feature map expires, removing the first feature map from the memory used to store the first feature map.

公开(公告)号：US20200267324A1

公开(公告)日：2020-08-20

申请号：US16279724

申请日：2019-02-19

Applicant: Samsung Electronics Co., Ltd.

Inventor： David Liu ,  Youngjun Yoo

IPC: H04N5/232

Abstract: An electronic device, a method, and computer readable medium for operating an electronic device are disclosed. The method includes receiving data about a state of the electronic device from one or more sensors of the electronic device. The method also includes determining whether to modify a user interface button displayed on a display of the electronic device based on the received state data and parameters of a neural network. The method further includes modifying display of the user interface button on the display of the electronic device based on determining to modify. The method additionally includes providing, to the neural network, feedback data indicating whether the user interface button was triggered within a predetermined time period after modifying the user interface button.

公开(公告)号：US20190243755A1

公开(公告)日：2019-08-08

申请号：US15892195

申请日：2018-02-08

Applicant: Samsung Electronics, Co. Ltd.

Inventor： Chenchi Luo ,  Hyejung Kim ,  Seok-Jun Lee ,  David Liu ,  Michael Polley

IPC: G06F12/06 ,  G06N3/063 ,  G06N3/08 ,  G06N3/04

CPC classification number: G06F12/0638 ,  G06F2212/1024 ,  G06N3/04 ,  G06N3/063 ,  G06N3/08

Abstract: A method to map a plurality of feature maps of a neural network onto a memory hierarchy includes mapping a first feature map of the plurality of feature maps to a memory in a memory hierarchy having available memory space and providing quickest access to the first feature map. The method also includes, when the first feature map expires, removing the first feature map from the memory used to store the first feature map.