TY - JOUR
T1 - Advanced 2T0C DRAM Technologies for Processing-in-Memory - Part I
T2 - Vertical Transistor on Gate (VTG) DRAM Cell Structure
AU - Kong, Seong Hwan
AU - Shim, Wonbo
N1 - Publisher Copyright:
© 1963-2012 IEEE.
PY - 2024
Y1 - 2024
N2 - Two-transistor-zero-capacitor (2T0C) DRAM cell has been proposed and extensively investigated as a memory device for processing-in-memory (PIM) applications. In this two-part article, we propose a novel vertical-transistor on gate (VTG) 2T0C DRAM cell structure and the refresh technique for PIM applications and demonstrate their effectiveness. Due to its volatile characteristics and capacitorless structure, conventional logic compatible 2T0C DRAM-based PIM experiences a decline in inference accuracy. As a result, the frequent refresh operations are inevitable to achieve acceptable inference accuracy, which may result in significant energy consumption. In this article, we proposed and modeled the unit cell of VTG 2T0C DRAM using TCAD simulation and described the device characterization. Compared to a planar-only 2T0C DRAM with 65-nm process, the VTG DRAM cell structure achieved an improvement of approximately 567% in retention characteristics. The inference accuracy and the hardware performance of the VTG DRAM-based PIM macro will be described in Part II of this article.
AB - Two-transistor-zero-capacitor (2T0C) DRAM cell has been proposed and extensively investigated as a memory device for processing-in-memory (PIM) applications. In this two-part article, we propose a novel vertical-transistor on gate (VTG) 2T0C DRAM cell structure and the refresh technique for PIM applications and demonstrate their effectiveness. Due to its volatile characteristics and capacitorless structure, conventional logic compatible 2T0C DRAM-based PIM experiences a decline in inference accuracy. As a result, the frequent refresh operations are inevitable to achieve acceptable inference accuracy, which may result in significant energy consumption. In this article, we proposed and modeled the unit cell of VTG 2T0C DRAM using TCAD simulation and described the device characterization. Compared to a planar-only 2T0C DRAM with 65-nm process, the VTG DRAM cell structure achieved an improvement of approximately 567% in retention characteristics. The inference accuracy and the hardware performance of the VTG DRAM-based PIM macro will be described in Part II of this article.
KW - Device characterization
KW - nondestructive read operation
KW - parasitic coupling effects
KW - TCAD simulation
KW - two-transistor-zero-capacitor (2T0C) dram
KW - vertical-transistor on gate (VTG)
UR - http://www.scopus.com/inward/record.url?scp=85207399632&partnerID=8YFLogxK
U2 - 10.1109/TED.2024.3447612
DO - 10.1109/TED.2024.3447612
M3 - Article
AN - SCOPUS:85207399632
SN - 0018-9383
VL - 71
SP - 6633
EP - 6638
JO - IEEE Transactions on Electron Devices
JF - IEEE Transactions on Electron Devices
IS - 11
ER -