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    DATA PROCESSING DEVICE, METHOD OF OPERATING THE SAME, AND PROGRAM
    1.
    发明申请
    DATA PROCESSING DEVICE, METHOD OF OPERATING THE SAME, AND PROGRAM 有权

    公开(公告)号：US20210132866A1

    公开(公告)日：2021-05-06

    申请号：US17090534

    申请日：2020-11-05

    Applicant: RENESAS ELECTRONICS CORPORATION

    Inventor： Shunsuke OKUMURA ,  Koichi NOSE

    IPC: G06F3/06 ,  G06K9/62 ,  G06K9/00 ,  G06N3/04 ,  G06F7/50

    Abstract: A data processing device includes: an input data determining unit configured to determine whether or not each of binarized input data is a predetermined value; a storage unit configured to store a plurality of coefficients and coefficient address information including information related to coefficient addresses where the plurality of coefficients are stored; a control unit configured to read the coefficient address from the storage unit based on a determination result of the input data determining unit and read the coefficient from the storage unit based on the coefficient address; and an arithmetic unit configured to execute an arithmetic operation related to the coefficient acquired by the control unit.

    MULTIPLY-ACCUMULATE OPERATION DEVICE, MULTIPLY-ACCUMULATE OPERATION METHODS, AND SYSTEMS
    2.
    发明申请
    MULTIPLY-ACCUMULATE OPERATION DEVICE, MULTIPLY-ACCUMULATE OPERATION METHODS, AND SYSTEMS 审中-公开

    公开(公告)号：US20200081687A1

    公开(公告)日：2020-03-12

    申请号：US16545570

    申请日：2019-08-20

    Applicant: RENESAS ELECTRONICS CORPORATION

    Inventor： Shunsuke OKUMURA

    IPC: G06F7/544

    Abstract: A multiply-accumulate calculation device, a multiply-accumulate calculation method, and a system for efficiently performing a multiply-accumulate calculation are provided. The multiply-accumulate operation device includes a plurality of memory blocks that store a plurality of multiplied elements and performs a multiply-accumulate operation on input data. Each of memory blocks includes stores one bit value of the same bit digit of a plurality of multiplied elements. An input data generation unit generates input data by extracting data of a same bit digit from the plurality of multiplication elements. A control unit that accumulates and adds value of the multiply-accumulate operation result, and a data memory that stores the accumulated addition value as a multiplication element of the next multiply-accumulate operation.

    IMAGE RECOGNITION METHOD, IMAGE RECOGNITION DEVICE AND IMAGE RECOGNITION PROGRAM
    3.
    发明申请
    IMAGE RECOGNITION METHOD, IMAGE RECOGNITION DEVICE AND IMAGE RECOGNITION PROGRAM 有权
    图像识别方法，图像识别装置和图像识别程序

    公开(公告)号：US20160283801A1

    公开(公告)日：2016-09-29

    申请号：US15064472

    申请日：2016-03-08

    Applicant: RENESAS ELECTRONICS CORPORATION

    Inventor： Shunsuke OKUMURA

    IPC: G06K9/00 ,  G06T1/60 ,  G06K9/46 ,  G06T7/00 ,  G06K9/52 ,  G06T7/60

    CPC classification number: G06T1/60 ,  G06K9/00362 ,  G06K9/3241 ,  G06K9/4642 ,  G06T2200/28

    Abstract: The image recognition method includes: setting ROIs in an image of one image plane; and searching for a region including a recognition-targeted image. The method involves dictionary data including feature quantities calculated from blocks forming a recognition-targeted region including a recognition-targeted image and having blocks concerning the region. Focusing on one block in the image plane, feature quantities are calculated, which make block-of-interest feature quantities. With each of ROIs including the block, inner products of feature quantities calculated from a block corresponding to the one block in the dictionary data, and block-of-interest feature quantities are accumulatively added into evaluation value intermediate data for ROI. Whether or not each ROI includes the recognition-targeted image is determined on an evaluation value of ROI on which the accumulative addition has been finished on all of blocks forming the ROI. The noticed blocks are sequentially scanned in the image plane.

    Abstract translation: 图像识别方法包括：在一个图像平面的图像中设置ROI; 并搜索包括识别目标图像的区域。 该方法包括字典数据，包括从形成包含识别目标图像的识别目标区域和具有关于该区域的块的区块计算的特征量。 关注图像平面中的一个块，计算特征量，这产生了感兴趣的特征量。 对于包括块的每个ROI，从与字典数据中的一个块相对应的块计算的特征量的内积和感兴趣的特征量累积地添加到用于ROI的评估值中间数据中。 根据构成ROI的所有块的累计加法结果的ROI的评价值来确定每个ROI是否包括识别目标图像。 在图像平面中顺序扫描注意到的块。

    DATA PROCESSING DEVICE, DATA-PROCESSING METHOD AND RECORDING MEDIA
    4.
    发明申请
    DATA PROCESSING DEVICE, DATA-PROCESSING METHOD AND RECORDING MEDIA 有权

    公开(公告)号：US20230008014A1

    公开(公告)日：2023-01-12

    申请号：US17369686

    申请日：2021-07-07

    Applicant: RENESAS ELECTRONICS CORPORATION

    Inventor： Shunsuke OKUMURA ,  Koichi NOSE

    IPC: G06N20/00 ,  G06N5/04

    Abstract: The data processing device includes the inference processor and learning processor. The inference processor includes a input data determination circuit for determining whether or not each of the binarized input data is a predetermined value, a memory for storing a plurality of coefficient and a coefficient address information including information about a coefficient address in which a plurality of coefficient are stored, an inference controller for reading coefficient address from the storage unit based on a determination result of the input data determination circuit and reading coefficient from the storage unit based on coefficient address, a arithmetic circuit for performing an operation using the binarized input data and coefficient acquired by the inference controller to generate the arithmetic operation result as a output data.

    SCANNING SYSTEM, TERMINAL DEVICE AND SCANNING METHOD
    6.
    发明申请
    SCANNING SYSTEM, TERMINAL DEVICE AND SCANNING METHOD 有权
    扫描系统，终端设备和扫描方法

    公开(公告)号：US20170068869A1

    公开(公告)日：2017-03-09

    申请号：US15232948

    申请日：2016-08-10

    Applicant: Renesas Electronics Corporation

    Inventor： Satoru TOMISAWA ,  Koichi NOSE ,  Shunsuke OKUMURA

    IPC: G06K9/22 ,  G06K9/68

    CPC classification number: G06K9/228 ,  G06K9/222 ,  G06K9/6885 ,  G06K2209/01 ,  G06K2209/501

    Abstract: A scanner system includes a pen-shaped scanner that scans a character strings that is one part of a sentence described in a paper book and generates and transmits sentence image data on the basis of the scanned character string, a storage unit that stores therein book image data that is higher in image quality than the sentence image data and is obtained by electronically imaging the sentence described in the paper book, and a matching unit that compares the book image data with the sentence image data that the pen-shaped scanner has transmitted and extracts partial image data that has been decide to match the sentence image data from the book image data.

    Abstract translation: 扫描器系统包括：笔形扫描器，其扫描作为纸书中描述的句子的一部分的字符串，并且基于所扫描的字符串生成和发送句子图像数据;存储单元，其中存储有书籍图像 图像质量高于句子图像数据的数据，并且通过电子地成像纸书中描述的句子而获得;以及匹配单元，其将书籍图像数据与笔形扫描仪已发送的句子图像数据进行比较，以及 提取已经决定与书籍图像数据匹配的图像数据的部分图像数据。

    INFORMATION PROCESSING APPARATUS AND ABILITY IMPROVEMENT ASSISTING METHOD
    9.
    发明申请
    INFORMATION PROCESSING APPARATUS AND ABILITY IMPROVEMENT ASSISTING METHOD 审中-公开
    信息处理装置和能力改进辅助方法

    公开(公告)号：US20170039868A1

    公开(公告)日：2017-02-09

    申请号：US15178836

    申请日：2016-06-10

    Applicant: Renesas Electronics Corporation

    Inventor： Shunsuke OKUMURA

    IPC: G09B5/12 ,  G09B19/00 ,  G09B5/14

    Abstract: An information processing apparatus is provided including: a storing unit storing state transition information in which at least one ability improving method executed by a plurality of registered users and a combination of transitions of ability states of the plurality of registered users by execution of at least a part of the ability improving method are associated; a selecting unit selecting, from the state transition information, at least one second ability state which is an after-transition state from a first ability state in atrial user aiming at reaching a desired ability state and can be a pass point to the desired ability state; and a generating unit generating between-ability-state relative position information including a relative position relation using the first ability state as a reference and the associated ability improving method for each of the selected at least one second ability state.

    Abstract translation: 提供一种信息处理装置，包括：存储单元，存储状态转换信息，其中由多个注册用户执行的至少一个能力改进方法和通过执行至少一个注册用户的多个注册用户的能力状态的转换的组合 能力提升方法的一部分相关; 选择单元，从所述状态转移信息中选择至少一个第二能力状态，所述至少一个第二能力状态是从心房用户中的第一能力状态开始的过渡后状态，以达到期望的能力状态，并且可以是期望能力状态的通过点 ; 以及生成单元，其生成包括使用第一能力状态的相对位置关系作为参考的能力相对位置信息和针对所选择的至少一个第二能力状态中的每一个的相关联的能力提高方法。

    DATA STORAGE METHOD, TERNARY INNER PRODUCT OPERATION CIRCUIT, SEMICONDUCTOR DEVICE INCLUDING THE SAME, AND TERNARY INNER PRODUCT ARITHMETIC PROCESSING PROGRAM
    10.
    发明申请
    DATA STORAGE METHOD, TERNARY INNER PRODUCT OPERATION CIRCUIT, SEMICONDUCTOR DEVICE INCLUDING THE SAME, AND TERNARY INNER PRODUCT ARITHMETIC PROCESSING PROGRAM 审中-公开
    数据存储方法，内部产品操作电路，包括其的半导体器件和三次内部产品算术处理程序

    公开(公告)号：US20160054979A1

    公开(公告)日：2016-02-25

    申请号：US14797104

    申请日：2015-07-11

    Applicant: Renesas Electronics Corporation

    Inventor： Shunsuke OKUMURA

    IPC: G06F7/52

    CPC classification number: G06F7/52 ,  G06F7/49

    Abstract: A data storage method includes storing a plurality of pieces of 2-bit wide ternary data in one word, each of the plurality of pieces of 2-bit wide ternary data indicating +1 when a first bit indicates a first value, indicating −1 when a second bit indicates the first value, and indicating 0 when both the first bit and the second bit indicate a second value.

    Abstract translation: 一种数据存储方法包括将一段2位宽的三进制数据存储在一个字中，当第一位指示第一个值时，多个2位宽的三进制数据中的每一个表示+1，表示-1 第二位指示第一值，并且当第一位和第二位都指示第二值时指示0。

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