SeongRyongOh

Career Profile

Master student of CASYS Lab (KAIST)

Education

B.S. in EE & CS (Double major)

2018.3 ~ 2024.2

KAIST

M.S. in Ai Semiconductor

2024.3 ~

KAIST

Experiences

Undergraduate Student Research Intern

2022.6 - 2023.11

CASYS (prof. JongSe Park)

Participate in ‘Dacapo [ISCA’24]’ paper Hardware part mainly and SW simulator part.

Teaching Assistant

CS411(2023 FALL) - Develop project of end-to-end Systolic array on FPGA(PYNQ-Z2).
CS230(2024 FALL)

Co-Researcher

Visit UCSD for 2 weeks at November

ACT Lab of UCSD (prof. Hadi Esmaeilzadeh)

Projects

Building end-to-end FPGA_SYSTOLIC ARRAY. [Projects ( 2023.7 ~ 2023.9 )] - Build Systolic array on FPGA Board (PYNQ-Z2) and run real image detection model on it. This project is the major part of course project of KAIST CS411 class.

RISC-V + NPU (systolic array) for MLP task (MNIST) [2024 Spring] - Attach NPU(systolic array) to RISC-V via APB communication protocol and verify functionality of MLP model (dataset: MNIST). (but not synthesized yet) [Keyword : MMIO, ARM AHB-Lite, NPU, Systolic array]

Publication

DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics

Yoonsung Kim, Changhun Oh, Jinwoo Hwang, Wonung Kim, Seongryong Oh, Yubin Lee, Hardik Sharma, Amir Yazdanbakhsh, Jongse Park

SeongRyong Oh

M.S. student of KAIST (2024 ~)