CNN-based Mask-Pose Fusion for Detecting Specific Persons on Heterogeneous Embedded Systems J Lee, J Jang, J Lee, D Chun, H Kim IEEE Access 9, 120358-120366, 2021 | 14 | 2021 |
Performance Analysis of a Phase-Change Memory System on Various CNN Inference Workloads J Jang, H Kim, H Lee 2022 19th International SoC Design Conference (ISOCC), 133-134, 2022 | 6 | 2022 |
In-depth Survey of Processing-in-memory Architectures for Deep Neural Networks JH Jang, J Shin, JT Park, IS Hwang, H Kim JOURNAL OF SEMICONDUCTOR TECHNOLOGY AND SCIENCE 23 (5), 322-339, 2023 | 4 | 2023 |
Characterizing Memory Access Patterns of Various Convolutional Neural Networks for Utilizing Processing-in-Memory J Jang, H Kim, H Lee 2023 International Conference on Electronics, Information, and Communication …, 2023 | 4 | 2023 |
An Architecture-Level Framework for Enabling Processing-Using-Memory Simulations in Deep Neural Networks I Hwang, J Jang, H Kim 2024 International Conference on Electronics, Information, and Communication …, 2024 | 1 | 2024 |
A Spatio-Temporal Switchable Data Prefetcher for Convolutional Neural Networks J Jang, H Kim, H Lee 2023 20th International SoC Design Conference (ISOCC), 141-142, 2023 | 1 | 2023 |
EDeN: Enabling Low-Power CNN Inference on Edge Devices Using Prefetcher-assisted NVM Systems J Jang, H Lee, H Kim Proceedings of the 29th ACM/IEEE International Symposium on Low Power …, 2024 | | 2024 |
메모리 접근 효율을 고려한 트랜스포머 기반 모델들의 데이터 압축률 분석 이정혁, 장지훈, 김현 대한전자공학회 학술대회, 687-689, 2024 | | 2024 |
대규모 언어 모델 추론 과정의 GPU 상 지연시간 정밀 분석 이길현, 장지훈, 김현 대한전자공학회 학술대회, 690-692, 2024 | | 2024 |
McSimA+ 시뮬레이터를 사용한 Vision Transformer 추론 과정의 레이어 별 Memory Bottleneck 분석 황인성, 장지훈, 신진, 김현 대한전자공학회 학술대회, 156-160, 2023 | | 2023 |