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Kim, Joo-Young (김주영)
부교수, (전기및전자공학부)
Research Area
Digital System Design, Computer Architecture, FPGA
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    EPU: An Energy-Efficient Explainable AI Accelerator With Sparsity-Free Computation and Heat Map Compression/Pruning

    Kim, Junsoo; Han, Seunghee; Ko, Geonwoo; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.59, no.3, pp.830 - 841, 2024-03

    2
    Introduction to the Special Section on the 2022 Asian Solid-State Circuits Conference (A-SSCC)

    Cho, SeongHwan; Kim, Joo-Young; Fujishima, Minoru; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.58, no.10, pp.2671 - 2674, 2023-10

    3
    South Korea's Nationwide Effort for AI Semiconductor Industry

    Kim, Ji-Hoon; Yoo, Sungyeob; Kim, Joo-Young, COMMUNICATIONS OF THE ACM, v.66, no.7, pp.46 - 51, 2023-07

    4
    Agamotto: A Performance Optimization Framework for CNN Accelerator With Row Stationary Dataflow

    Kim, Donghyuk; Jeong, Sanghyun; Kim, Joo-Young, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.70, no.6, pp.2487 - 2496, 2023-06

    5
    T-PIM: An Energy-Efficient Processing-in-Memory Accelerator for End-to-End On-Device Training

    Heo, Jaehoon; Kim, Junsoo; Lim, Sukbin; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.58, no.3, pp.600 - 613, 2023-03

    6
    Accelerating Deep Convolutional Neural Networks Using Number Theoretic Transform

    Hong, Seongmin; Arthanto, Yashael Faith; Kim, Joo-Young, IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, v.70, no.1, pp.315 - 326, 2023-01

    7
    Accelerating Large-Scale Graph-Based Nearest Neighbor Search on a Computational Storage Platform

    Kim, Ji-Hoon; Park, Yeo-Reum; Do, Jaeyoung; et al, IEEE TRANSACTIONS ON COMPUTERS, v.72, no.1, pp.278 - 290, 2023-01

    8
    Federated Onboard-Ground Station Computing with Weakly Supervised Cascading Pyramid Attention Network for Satellite Image Analysis

    Kim, Taewoo; Jeon, Minsu; Lee, Changha; et al, IEEE ACCESS, v.10, pp.117315 - 117333, 2022-11

    9
    OpenMDS: An Open-Source Shell Generation Framework for High-Performance Design on Xilinx Multi-Die FPGAs

    Shin, Gyeongcheol; Kim, Junsoo; Kim, Joo-Young, IEEE COMPUTER ARCHITECTURE LETTERS, v.21, no.2, pp.101 - 104, 2022-07

    10
    Design of Processing-in-Memory With Triple Computational Path and Sparsity Handling for Energy-Efficient DNN Training

    Han, Wontak; Heo, Jaehoon; Kim, Junsoo; et al, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.354 - 366, 2022-06

    11
    An Overview of Processing-in-Memory Circuits for Artificial Intelligence and Machine Learning

    Kim, Donghyuk; Yu, Chengshuo; Xie, Shanshan; et al, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.338 - 353, 2022-06

    12
    Guest Editorial Revolution of AI and Machine Learning With Processing-in-Memory (PIM): From Systems, Architectures, to Circuits

    Kim, Tony Tae-Hyoung; Kim, Bongjin; Kim, Joo-Young; et al, IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, v.12, no.2, pp.333 - 337, 2022-06

    13
    Advanced AI Hardware Designs Based on FPGAs

    Kim, Joo-Young, ELECTRONICS, v.10, no.20, 2021-10

    14
    Z-PIM: A Sparsity-Aware Processing-in-Memory Architecture With Fully Variable Weight Bit-Precision for Energy-Efficient Deep Neural Networks

    Kim, Ji-Hoon; Lee, Juhyoung; Lee, Jinsu; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.56, no.4, pp.1093 - 1104, 2021-04

    15
    FPGA based neural network accelerators

    Kim, Joo-Young, HARDWARE ACCELERATOR SYSTEMS FOR ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING, v.122, pp.135 - 165, 2021

    16
    An Ultra-low-power Mixed-mode Face Recognition Processor for Always-on User Authentication in Mobile Device

    Kim, Ji-Hoon; Kim, Changhyeon; Kim, Kwantae; et al, JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE, v.20, no.6, pp.499 - 509, 2020-12

    17
    CONFIGURABLE CLOUDS

    Caulfield, Adrian M.; Chung, Eric S.; Putnam, Andrew; et al, IEEE MICRO, v.37, no.3, pp.52 - 61, 2017-05

    18
    A Reconfigurable Fabric for Accelerating Large-Scale Datacenter Services

    Putnam, Andrew; Caulfield, Adrian M.; Chung, Eric S.; et al, COMMUNICATIONS OF THE ACM, v.59, no.11, pp.114 - 122, 2016-11

    19
    A RECONFIGURABLE FABRIC FOR ACCELERATING LARGE-SCALE DATACENTER SERVICES

    Putnam, Andrew; Caulfield, Adrian M.; Chung, Eric S.; et al, IEEE MICRO, v.35, no.3, pp.10 - 22, 2015-05

    20
    A 320 mW 342 GOPS Real-Time Dynamic Object Recognition Processor for HD 720p Video Streams

    Oh, Jin-Wook; Kim, Gyeonghoon; Park, Jun-Young; et al, IEEE JOURNAL OF SOLID-STATE CIRCUITS, v.48, no.1, pp.33 - 45, 2013-01
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