公开(公告)号：US20200265307A1

公开(公告)日：2020-08-20

申请号：US16691762

申请日：2019-11-22

申请人： Samsung Electronics Co., Ltd.

发明人： SungJoo SUH

IPC分类号： G06N3/08 ,  G06N3/04 ,  G06F16/22

摘要： Provided is a neural network method and apparatus. The method includes determining a target task with respect to input data, acquiring a second parameter that is prestored to correspond to the target task among first parameters included in a neural network for a plurality of tasks, adapting the neural network to the target task by setting a value of a portion of the first parameters of the neural network to a value of the second parameter, and implementing the adapted neural network with respect to the input data, and may include obtaining an importance matrix for neural network, determining one or more key parameters of the neural network, updating the importance matrix with respect to the determined one or more key parameters, and training the neural network with training data and for a new task using the updated importance matrix.

公开(公告)号：US20150227236A1

公开(公告)日：2015-08-13

申请号：US14561660

申请日：2014-12-05

申请人： Samsung Electronics Co., Ltd.

发明人： HyunJeong LEE ,  Joonah PARK ,  SungJoo SUH ,  SeungJu HAN ,  JaeJoon HAN

IPC分类号： G06F3/044 ,  G06F3/041

CPC分类号： G06F3/04886 ,  G06F3/013 ,  G06F3/0481 ,  G06F3/04883 ,  G06F9/451 ,  G06F2203/04803 ,  G06F2203/04806 ,  G06F2203/04808

摘要： Methods and systems of controlling an electronic device that executes at least one application include receiving a multipoint input; detecting input points of the multipoint input; and generating a layer for executing the at least one application based on the detected input points of the multipoint input.

摘要翻译： 控制执行至少一个应用的电子设备的方法和系统包括接收多点输入; 检测多点输入的输入点; 以及基于所检测的所述多点输入的输入点，生成用于执行所述至少一个应用的层。