Ji-Hoon Kim
Apple Inc.
Research Interest
- AI/ML accelerator (ASIC & FPGA) & system design
- Energy-efficient processing-in/near-memory architecture
Publication
Conference Papers
Trinity: End-to-End In-Database Near-Data Machine Learning Acceleration Platform for Advanced Data Analytics
Ji-Hoon Kim, Seunghee Han, Kwanghyun Park, Soo-Young Ji, and Joo-Young Kim
Hot Chips: A Symposium on High Performance Chips (HOTCHIPS), 2022
Accelerating Large-Scale Nearest Neighbor Search with Computational Storage Device
Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo-Young Ji, Joo-Young Kim
IEEE International Symposium on Field-Programmable Custom Computing Machines (FCCM), 2021
Z-PIM: An Energy-Efficient Sparsity-Aware Processing-In-Memory Architecture with Fully-Variable Weight Precision
Ji-Hoon Kim, Juhyoung Lee, Jinsu Lee, Hoi-Jun Yoo and Joo-Young Kim
IEEE Symposium on VLSI Circuits, 2020
An Ultra-Low-Power Analog-Digital Hybrid CNN Face Recognition Processor Integrated with a CIS for Always-on Mobile Devices
Ji-Hoon Kim, Changhyeon Kim, Kwantae Kim and Hoi-Jun Yoo
IEEE International Symposium on Circuit and Systems (ISCAS), May. 2019
Journal Papers
Trinity: In-Database Near-data Machine Learning Acceleration Platform for Advanced Data Analytics
Ji-Hoon Kim, Seunghee Han, Kwanghyun Park, Soo-Young Ji, and Joo-Young Kim
IEEE Access, 2024
South Korea’s Nationwide Effort for AI Semiconductor Industry
Ji-Hoon Kim, Sungyeob Yoo, and Joo-Young Kim
Communications of the ACM, Vol. 66, No. 7, 2023
Accelerating Large-Scale Graph-based Nearest Neighbor Search on a Computational Storage Platform
Ji-Hoon Kim, Yeo-Reum Park, Jaeyoung Do, Soo-Young Ji, and Joo-Young Kim
IEEE Transactions on Computers, Vol.72, No. 1, Jan. 2023
Z-PIM: A Sparsity-Aware Processing-In-Memory Architecture with Fully-Variable Weight Bit-Precision for Energy-Efficient Deep Neural Networks
Ji-Hoon Kim, Juhyoung Lee, Jinsu Lee, Jaehoon Heo, and Joo-Young Kim
IEEE Journal of Solid-State Circuits (JSSC), Vol. 56, No. 4, Apr. 2021
An Ultra-Low-Power Analog-Digital Hybrid CNN Face Recognition Processor Integrated with a CIS for Always-on Mobile Devices
Ji-Hoon Kim, Changhyeon Kim, Kwantae Kim, Juhyung Lee, Hoi-Jun Yoo, and Joo-Young Kim
Journal of Semiconductor Technology and Science (JSTS), Vol. 20, No. 6, Dec. 2020