Conference Paper, 2024

Modeling and Simulation for DRAM and Flash Memory Technology Exploration and Development

2024 IEEE International Memory Workshop (IMW), ISBN 979-8-3503-0652-1, Volume 00, Pages 1-4, 10.1109/imw59701.2024.10536984

Contributors

Lin, Xi-Wei 0000-0003-0098-0638 (Corresponding author) [1] Amoroso, Salvatore Maria [2] Lee, Ko-Hsin [3] Ke, Meng Hsuan [3] Gunst, Tue 0000-0002-3000-5940 [4] Tikhomirov, Pavel [5] Asenov, Plamen [2]

Affiliations

  1. [1] Synopsys (United States)
  2. [NORA names: United States; America, North; OECD];
  3. [2] Synopsys Northen Europe Ltd, Glasgow, UK
  4. [NORA names: United Kingdom; Europe, Non-EU; OECD];
  5. [3] Synopsys Taiwan, Hsinchu, Taiwan R.O.C.
  6. [NORA names: Taiwan; Asia, East];
  7. [4] Synopsys Denmark, Copenhagen, Denmark
  8. [NORA names: Denmark; Europe, EU; Nordic; OECD];
  9. [5] Synopsys (Switzerland)
  10. [NORA names: Switzerland; Europe, Non-EU; OECD]

Abstract

Modeling and simulation is increasingly critical to memory technology exploration and development, as relentless scaling demands innovation, pushes the limits of physics, and increases the risk and cost of making architectural choices. Examples are given to demonstrate the value of multiscale, multi-physics modeling of complex problems, including a) row hammer and 4F2 floating body effects in DRAM; b) RTN and program noise in 3D NAND; c) 3D unit process, integration, and wafer warpage; and d) Vth engineering at the atomic level.

Keywords

DRAM, Multiscale, NAND, RTN, architectural choices, atomic level, body effect, choice, complex problems, cost, demand innovation, development, effect, engineering, exploration, flash, floating body effect, innovation, integration, levels, limitations, limits of physics, memory, model, modeling of complex problems, multi-physics, multi-physics model, noise, physics, problem, process, program, programming noise, risk, scale, simulation, technology exploration, wafer, wafer warpage, warpage

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