AUTOMATIC TUNING OF ARTIFICIAL NEURAL NETWORKS
    1.
    发明申请
    AUTOMATIC TUNING OF ARTIFICIAL NEURAL NETWORKS 审中-公开
    人工神经网络的自动调谐

    公开(公告)号:US20160358070A1

    公开(公告)日:2016-12-08

    申请号:US15154650

    申请日:2016-05-13

    CPC classification number: G06N3/082 G06N3/0454

    Abstract: Tuning a neural network may include selecting a portion of a first neural network for modification to increase computational efficiency and generating, using a processor, a second neural network based upon the first neural network by modifying the selected portion of the first neural network while offline.

    Abstract translation: 调整神经网络可以包括选择第一神经网络的一部分以进行修改以提高计算效率,并且通过在离线时修改第一神经网络的所选部分,基于第一神经网络来使用处理器生成第二神经网络。

    Spiking neural network with reduced memory access and reduced in-network bandwidth consumption

    公开(公告)号:US10387770B2

    公开(公告)日:2019-08-20

    申请号:US15062365

    申请日:2016-03-07

    Abstract: A spiking neural network having a plurality layers partitioned into a plurality of frustums using a first partitioning may be implemented, where each frustum includes one tile of each partitioned layer of the spiking neural network. A first tile of a first layer of the spiking neural network may be read. Using a processor, a first tile of a second layer of the spiking neural network may be generated using the first tile of the first layer while storing intermediate data within an internal memory of the processor. The first tile of the first layer and the first tile of the second layer belong to a same frustum.

    Neural network processor configurable using macro instructions

    公开(公告)号:US11244225B2

    公开(公告)日:2022-02-08

    申请号:US15193741

    申请日:2016-06-27

    Abstract: Implementing a neural network can include receiving a macro instruction for implementing the neural network within a control unit of a neural network processor. The macro instruction can indicate a first data set, a second data set, a macro operation for the neural network, and a mode of operation for performing the macro operation. The macro operation can be automatically initiated using a processing unit of the neural network processor by applying the second data set to the first data set based on the mode of operation.

    Electronic device including pen input device and method of operating the same

    公开(公告)号:US10990200B2

    公开(公告)日:2021-04-27

    申请号:US16595576

    申请日:2019-10-08

    Abstract: An electronic device and method are disclosed herein. The electronic device includes a housing, a display exposed through a portion of the housing, a wireless communication circuit disposed in the housing, a processor disposed in the housing and operatively connected with the display and the wireless communication circuit, and a memory. The processor implements the method, including detecting an approach of a stylus pen in a lock state such that the stylus pen is disposed within a predetermined distance from a surface of the display, and changing the electronic device from the lock state to an unlock state based on at least in part on receiving, through the wireless communication circuit, a wireless signal generated by the stylus pen based on the approach of the stylus pen.

    DATA-OPTIMIZED NEURAL NETWORK TRAVERSAL
    6.
    发明申请
    DATA-OPTIMIZED NEURAL NETWORK TRAVERSAL 有权
    数据优化神经网络TRAVERSAL

    公开(公告)号:US20160350645A1

    公开(公告)日:2016-12-01

    申请号:US15148627

    申请日:2016-05-06

    CPC classification number: G06N3/04 G06N3/0454 G06N3/08 G06N3/10 G06T1/60

    Abstract: Executing a neural network includes generating an output tile of a first layer of the neural network by processing an input tile to the first layer and storing the output tile of the first layer in an internal memory of a processor. An output tile of a second layer of the neural network can be generated using the processor by processing the output tile of the first layer stored in the internal memory.

    Abstract translation: 执行神经网络包括通过将输入瓦片处理到第一层并将第一层的输出瓦片存储在处理器的内部存储器中来生成神经网络的第一层的输出瓦片。 可以使用处理器通过处理存储在内部存储器中的第一层的输出图块来生成神经网络的第二层的输出图块。

    Method and apparatus for wireless charging an electronic device
    7.
    发明授权
    Method and apparatus for wireless charging an electronic device 有权
    无线充电电子设备的方法和装置

    公开(公告)号:US09450445B2

    公开(公告)日:2016-09-20

    申请号:US13974471

    申请日:2013-08-23

    Inventor: Joohoon Lee

    Abstract: A wireless charging method for an electronic device using an electromagnetic radiation (EMR) circuit is provided. The wireless charging method includes receiving an event input through the EMR circuit, controlling an input function according to a signal received through the EMR circuit in response to an input event, and controlling a wireless charging of a target device or electronic device using energy generated through the EMR circuit in response to a charge event.

    Abstract translation: 提供了一种使用电磁辐射(EMR)电路的电子设备的无线充电方法。 无线充电方法包括接收通过EMR电路输入的事件,根据输入事件响应通过EMR电路接收到的信号来控制输入功能,以及使用通过产生的能量控制目标设备或电子设备的无线充电 EMR电路响应于充电事件。

    Foldable electronic device
    8.
    发明授权

    公开(公告)号:US12007808B2

    公开(公告)日:2024-06-11

    申请号:US17526103

    申请日:2021-11-15

    Abstract: An electronic device is disclosed, including a foldable housing defining a folding axis, a first housing defining a first and second surface, a second housing defining a third and fourth surface, a display spanning from the first surface to the third surface, the display including a first and second layer disposed parallel to the first and/or the third surface, wherein the first and second layers include multiple first conductive lines extending in parallel, wherein the second layer includes multiple second conductive lines extending in parallel perpendicular to the first conductive lines as to form a plurality of intersects, wherein the display includes multiple conductive vias to electrically couple the first and second multiple conductive lines, and wherein the conductive vias are disposed on the display outside of the folding region.

    Stylus pen, electronic device for recognizing stylus pen, and method for operating same

    公开(公告)号:US11861081B2

    公开(公告)日:2024-01-02

    申请号:US17592820

    申请日:2022-02-04

    Abstract: An electronic device according to various embodiments may comprise: a panel configured to identify the position of a stylus pen; a communication module configured to transmit/receive a communication signal with the stylus pen; at least one containing space coil disposed in a position corresponding to the position of a containing space capable of containing the stylus pen; and at least one processor. The at least one processor may be configured to control the communication module so as to apply, according to a first communication scheme, a signal having a pattern for controlling the stylus pen to the containing space coil on the basis of confirming that the stylus pen is inserted into the containing space, and to transmit, according to a second communication scheme, a communication signal including information for controlling the stylus pen to the stylus pen on the basis of confirming that the stylus pen is removed from the containing space. Various other embodiments are possible.

    Electronic device for controlling communication connection with input device and method of controlling same

    公开(公告)号:US11342778B2

    公开(公告)日:2022-05-24

    申请号:US16534496

    申请日:2019-08-07

    Abstract: An electronic device is provided. The electronic device includes a housing including an inner space, a hole formed through the housing to the internal space, a stylus pen insertable into the internal space through the hole, wherein the stylus pen includes a first wireless communication circuit and a wireless charging receiver circuit, a wireless charging transmitter circuit positioned inside the housing and configured to provide charging to the wireless charging receiver circuit when the stylus pen is inserted into the inner space, a second wireless communication circuit positioned inside the housing, at least one processor operatively connected to the wireless charging transmitter circuit and the second wireless communication circuit, and at least one memory operatively connected to the at least one processor, wherein when executed, cause the at least one processor to detect whether the stylus pen is inserted into the inner space, start to provide charging for a first duration.

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