@inproceedings{d68ad3971d4d4c099cb4362cbd15075d,
title = "Evaluation of 2T0C DRAM-Based Processing-in-Memory Systems for Accelerating Deep Neural Network Models",
abstract = "This paper presents the simulator design and evaluation of a 2TOC DRAM-based Processing-in-Memory (PIM) system designed to optimize deep learning applications. By customizing DRAMsim3 to simulate the unique characteristics of 2TOC DRAM, experimental results with deep learning models such as VGG-8 and AlexNet demonstrate that the 2TOC DRAM-based PIM system achieves computational speeds up to 30 x and energy efficiency up to 23 x compared to conventional CPU systems.",
keywords = "2TOC DRAM, Deep Neural Network, Memory Simulator, Processing-In-Memory",
author = "Jihoon Jang and Inseong Hwang and Hyun Kim",
note = "Publisher Copyright: {\textcopyright} 2025 IEEE.; 2025 International Conference on Electronics, Information, and Communication, ICEIC 2025 ; Conference date: 19-01-2025 Through 22-01-2025",
year = "2025",
doi = "10.1109/ICEIC64972.2025.10879609",
language = "English",
series = "2025 International Conference on Electronics, Information, and Communication, ICEIC 2025",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2025 International Conference on Electronics, Information, and Communication, ICEIC 2025",
}
