Patents Assigned to KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLGY
  • DEEP NEURAL NETWORK ACCELERATOR INCLUDING LOOKUP TABLE BASED BIT-SERIAL PROCESSING ELEMENTS
    Publication number: 20200160161
    Abstract: A deep neural network accelerator includes a feature loader that stores input features, a weight memory that stores a weight, and a processing element. The processing element applies 1-bit weight values to the input features to generate results according to the 1-bit weight values, receives a target weight corresponding to the input features from the weight memory, and selects a target result corresponding to the received target weight from among the results to generate output features.
    Type: Application
    Filed: November 20, 2019
    Publication date: May 21, 2020
    Applicant: KOREA ADVANCED INSTITUTE OF SCIENCE AND TECHNOLGY
    Inventors: Hoi-Jun YOO, Jin Mook Lee