Patents by Inventor Jinchi CAI

Jinchi CAI has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).

  • Patent number: 11106935
    Abstract: Described herein is a pooling method and device, pooling system, computer-readable storage. The pooling method comprises: acquiring pixel data of each column in a pooling window column by column, each time after the pooling window is moved; performing a pooling operation on all of the pooling data in the pooling window when the last column of pixel data in the pooling window is acquired; and outputting a pooling result of the pooling operation. The technical solution of the invention may improve the pooling efficiency and the system performance.
    Type: Grant
    Filed: March 22, 2019
    Date of Patent: August 31, 2021
    Assignee: THINKFORCE ELECTRONIC TECHNOLOGY CO., LTD
    Inventors: Jinchi Cai, Xiaopeng Li, Liang Chen
  • Patent number: 10657620
    Abstract: Described herein is a pooling method, device, and system, computer-readable storage medium. The pooling method, comprising: acquiring pixel data of each row where a pooling window is located row by row, each time after the pooling window is moved vertically, wherein the size of the pooling window is N×N, N is a positive integer; writing the acquired pixel data of the first N?1 rows or a pre-pooling result thereof into a cache; and performing a pooling operation on the pixel data of last row where the pooling window being located and pixel data in the cache, when the pixel data of last row being acquired; outputting a pooling result of the pooling operation. The technical solution of the invention may improve the pooling efficiency and the system performance.
    Type: Grant
    Filed: March 22, 2019
    Date of Patent: May 19, 2020
    Assignee: THINKFORCE ELECTRONIC TECHNOLOGY CO., LTD.
    Inventors: Jinchi Cai, Xiaopeng Li, Liang Chen
  • Publication number: 20190303705
    Abstract: Described herein is a pooling method and device, pooling system, computer-readable storage. The pooling method comprises: acquiring pixel data of each column in a pooling window column by column, each time after the pooling window is moved; performing a pooling operation on all of the pooling data in the pooling window when the last column of pixel data in the pooling window is acquired; and outputting a pooling result of the pooling operation. The technical solution of the invention may improve the pooling efficiency and the system performance.
    Type: Application
    Filed: March 22, 2019
    Publication date: October 3, 2019
    Inventors: Jinchi CAI, Xiaopeng LI, Liang CHEN
  • Publication number: 20190304057
    Abstract: Described herein is a pooling method, device, and system, computer-readable storage medium. The pooling method, comprising: acquiring pixel data of each row where a pooling window is located row by row, each time after the pooling window is moved vertically, wherein the size of the pooling window is N×N, N is a positive integer; writing the acquired pixel data of the first N?1 rows or a pre-pooling result thereof into a cache; and performing a pooling operation on the pixel data of last row where the pooling window being located and pixel data in the cache, when the pixel data of last row being acquired; outputting a pooling result of the pooling operation. The technical solution of the invention may improve the pooling efficiency and the system performance.
    Type: Application
    Filed: March 22, 2019
    Publication date: October 3, 2019
    Inventors: Jinchi Cai, Xiaopeng Li, Liang Chen