Learning method of AI model and electronic apparatus

    公开(公告)号:US11853901B2

    公开(公告)日:2023-12-26

    申请号:US16938593

    申请日:2020-07-24

    IPC分类号: G06N3/02 G06N5/02

    CPC分类号: G06N5/02 G06N3/02

    摘要: Disclosed are a training method of an artificial intelligence (AI) model configured to provide information identifying a recommendation item and a recommended user, and an electronic apparatus for training an AI model. The training method includes obtaining user data and item data; generating a first semantic vector at a first time interval based on the user data; generating a second semantic vector at the first time interval based on the item data; generating a vector that represents a relevance between the first semantic vector and the second semantic vector at the first time interval; storing data corresponding to the generated vector, the first semantic vector, and the second semantic vector; and obtaining an updated weight for the first AI model by training the first AI model based on the stored data.

    Semiconductor devices and methods of manufacturing the same

    公开(公告)号:US10038136B2

    公开(公告)日:2018-07-31

    申请号:US15350009

    申请日:2016-11-11

    摘要: A method of manufacturing a semiconductor device may include forming a material layer on a substrate, performing a selective oxidation process to form a capping oxide layer on a first surface of the material layer, wherein a second surface of the material layer is not oxidized, and etching the material layer through the second surface to form a material pattern. An etch rate of the capping oxide layer is less than an etch rate of the material layer. A semiconductor device may include a lower electrode on a substrate, a data storage part on a top surface of the lower electrode, an upper electrode on the data storage part, and a capping oxide layer arranged on at least a portion of a top surface of the upper electrode. The capping oxide layer may include an oxide formed by oxidation of an upper surface of the upper electrode.

    SEMICONDUCTOR DEVICES AND METHODS OF FORMING THE SAME
    6.
    发明申请
    SEMICONDUCTOR DEVICES AND METHODS OF FORMING THE SAME 审中-公开
    半导体器件及其形成方法

    公开(公告)号:US20140124854A1

    公开(公告)日:2014-05-08

    申请号:US14154740

    申请日:2014-01-14

    IPC分类号: H01L29/78 H01L29/66

    摘要: Semiconductor devices and methods of forming the same may be provided. The semiconductor devices may include a trench in a substrate. The semiconductor devices may also include a bulk electrode within opposing sidewalls of the trench. The semiconductor devices may further include a liner electrode between the bulk electrode and the opposing sidewalls of the trench. The liner electrode may include a sidewall portion between a sidewall of the bulk electrode and one of the opposing sidewalls of the trench.

    摘要翻译: 可以提供半导体器件及其形成方法。 半导体器件可以在衬底中包括沟槽。 半导体器件还可以包括在沟槽的相对侧壁内的体电极。 半导体器件还可以包括在本体电极和沟槽的相对侧壁之间的衬垫电极。 衬里电极可以包括在本体电极的侧壁和沟槽的相对侧壁中的一个之间的侧壁部分。

    Wafer processing apparatus
    7.
    发明授权

    公开(公告)号:US12014904B2

    公开(公告)日:2024-06-18

    申请号:US17370766

    申请日:2021-07-08

    IPC分类号: H01J37/32 H01L21/3213

    摘要: A wafer processing apparatus is provided. The wafer processing apparatus includes a chamber body defining a plasma region configured that plasma is generated in the plasma region, a wafer support arranged in the chamber body and configured to support a wafer, first and second electrodes arranged between the wafer support and the plasma region and having apertures configured to guide a path of ions of the plasma, a first power source configured to apply, to the first electrode, a voltage that is higher than a voltage applied to the second electrode, and a second power source configured to apply, to the wafer support, a voltage that is higher than the voltage applied to the second electrode.

    APPARATUS AND METHOD FOR HARDWARE-BASED TASK SCHEDULING
    9.
    发明申请
    APPARATUS AND METHOD FOR HARDWARE-BASED TASK SCHEDULING 有权
    用于基于硬件的任务调度的装置和方法

    公开(公告)号:US20150301854A1

    公开(公告)日:2015-10-22

    申请号:US14692354

    申请日:2015-04-21

    IPC分类号: G06F9/46

    摘要: Provided are a method and apparatus for task scheduling based on hardware. The method for task scheduling in a scheduler accelerator based on hardware includes: managing task related information based on tasks in a system; updating the task related information in response to a request from a CPU; selecting a candidate task to be run next after a currently running task for each CPU on the basis of the updated task related information; and providing the selected candidate task to each CPU. The scheduler accelerator supports the method for task scheduling based on hardware.

    摘要翻译: 提供了一种基于硬件的任务调度的方法和装置。 基于硬件的调度加速器中的任务调度方法包括:根据系统任务管理与任务相关的信息; 响应于来自CPU的请求更新任务相关信息; 基于更新的任务相关信息,为每个CPU在当前运行的任务之后选择要运行的候选任务; 并将所选候选任务提供给每个CPU。 调度器加速器支持基于硬件的任务调度方法。