Abstract
Recent developments in 3D NAND flash memory technology have greatly enhanced memory capacity and integration density compared to 2D NAND, addressing the growing demand for high-performance storage in various fields. This study investigates the effects of wavey shape factor (WF) and taper angle on the programming characteristics of 3D NAND flash memory by a series of technology computer-aided design (TCAD) device simulations. Our analysis reveals that both WF and taper angle significantly impact the threshold voltage (VTH) and trapped charge in memory cells. Specifically, as the taper angle increases, the bottom memory cell experiences more pronounced variations in VTH and trapped charge due to a smaller channel radius and altered electric field distribution. This study also shows that larger taper angles affect the tunneling oxide region more significantly than the blocking oxide region, leading to greater performance variations. These investigations highlight the need for optimized design strategies to minimize performance non-uniformity and improve the reliability of next-generation NAND memory technologies.









Similar content being viewed by others
References
Micheloni R, Crippa L, Zambelli C, Olivo P (Aug. 2017) Architectural and integration options for 3D NAND flash memories. Computers 6(3):1–19
Shijun L, Xuecheng Z (Jun. 2017) Analysis of 3D NAND technologies and comparison between charge-trap-based and floating-gate-based flash devices. J China Universities Posts Telecommun 24(3):75–96
Cho S, Shim WB, Kim Y, Yun J-G, Lee JD, Shin H, Lee J-H, Park B-G (Feb. 2011) Charge-trap folded NAND Flash Memory device with Band-gap-Engineered Storage Node. IEEE Trans Electron Devices 58(2):288–295
Nitayama K, Aochi H (May 2011) Vertical 3D NAND flash memory technology. ECS Trans 41(7):15–25
Kim Y, Yun J-G, Park SH, Kim W, Seo JY, Kang M, Ryoo K-C, Oh J-H, Lee J-H, Shin H, Park B-G (Jan. 2012) Three-dimensional NAND flash architecture design based on single-crystalline stacked array. IEEE Trans Electron Devices 59(1):35–45
Tanaka H, Kido M, Yahashi K, Oomura M, Katsumata R, Kito M, Fukuzumi Y, Sato M, Nagata Y, Mat Y (2007) Bit cost scalable technology with punch and plug process for ultra high density flash memory, Proc. Symp. VLSI Technol., pp. 14–15, Jun
Park K-T, Nam S, Kim D, Kwak P, Lee D, Choi Y-H et al (Jan. 2015) Three-dimensional 128 Gb MLC vertical NAND flash memory with 24-WL stacked layers and 50 MB/s high-speed programming. IEEE J Solid-State Circuits 50(1):204–213
Lee S, Kim C, Kim M, Joe S, Jang J, Kim S et al (2018) A 1 Tb 4b/cell 64-stacked-WL 3D NAND flash memory with 12 MB/s program throughput, Proc. IEEE Int. Solid-State Circuits Conf. (ISSCC), pp. 340–342, Feb
Huh H, Cho W, Lee J, Noh Y, Park Y, Ok S et al (2020) A 1 Tb 4b/cell 96-stacked-WL 3D NAND flash memory with 30 MB/s program throughput using peripheral circuit under memory cell array technique, Proc. IEEE Int. Solid-State Circuits Conf. (ISSCC), pp. 220–221, Feb
Cho J, Kang DC, Park J, Nam S-W, Song J-H, Jung B-K et al (2021) A 512Gb 3b/cell 7th-generation 3D-NAND flash memory with 184 MB/s write throughput and 2.0Gb/s interface, Proc. IEEE Int. Solid-State Circuits Conf. (ISSCC), pp. 426–428, Feb
Kim JH, Yim Y, Lim J, Kim HS, Cho ES, Yeo C et al (2021) Highly manufacturable 7th generation 3D NAND flash memory with COP structure and double stack process, Proc. Symp. VLSI Technol., pp. 1–2, Jun
Goda A (2020) 3-D NAND technology achievements and future scaling perspectives, IEEE Trans. Electron Devices, vol. 67, no. 4, pp. 1373–1381, Apr
Park S, Lee J, Jang J, Lim JK, Kim H, Shim JJ, Yu M, Kang J-K, Ahn SJ, Song J (2021) Highly-reliable cell characteristics with 128-layer single-stack 3D-NAND flash memory, Proc. Symp. VLSI Technol., pp. 1–2, Jun
Yoo J, Shin H (2024) A Compact Model-Based Threshold Voltage Distribution Simulation of 3D Gate-All-Around (GAA) NAND Flash Memories, IEEE Electron Devices Technology & Manufacturing Conference (EDTM), 07 May
Florent K, Pesic M, Subirats A, Banerjee K, Lavizzari S, Arreghini A, Piazza LD, Potoms G, Sebaai F, McMitchell SRC, Popovici M, Groeseneken G, Houdt JV (2018) Vertical ferroelectric HfO2 FET based on 3-D NAND architecture: Towards dense low-power memory, Proc. IEEE Int. Electron Devices Meeting (IEDM), pp. 1–4, Dec
Choe G, Shim W, Wang P, Hur J, Khan AI, Yu S (May 2021) Impact of random phase distribution in ferroelectric transistors-based 3-D NAND architecture on in-memory computing. IEEE Trans Electron Devices 68(5):2543–2548
Bhatt UM, Manhas SK, Kumar A, Pakala M, Yieh E (2020) Mitigating the impact of channel Tapering in Vertical Channel 3-D NAND, IEEE Trans. Electron Device, vol. 67, no. 3, pp.929–936, Mar
Lee I, Kim DH, Kang D, Cho IH (2022) Investigation of Poly Silicon Channel Variation in Vertical Channel 3D NAND Flash Memory, IEEE Access, vol. 10, pp. 108067–108074, Oct
Lee J, Kim Y, Shin Y, Park S, Kang D, Kang M (Feb. 2024) Analysis of Cell current with abnormal Channel profiles in 3D NAND Flash Memory. J Semicond Technol Sci 24(2):138–143
Lee J, Kim Y, Shin Y, Park S, Kang H, Kang D, Kang M (2024) Analysis of Program Speed Characteristics Having Non-ideal Channel Profile in 3D NAND Flash Memory, J. Semicond. Technol. Sci., vol. 24, no. 4, pp. 387–392, Aug
Verreck D, Arreghini A, Schanovsky F, Rzepa G, Stanojevic Z, Mitterbauer F, Kernstock C, Baumgartner O, Karner M, den Bosch GV, Rosmeulen M (2021) Understanding the ISPP slope in charge trap flash memory and its impact on 3-D NAND scaling, Proc. IEEE Int. Electron Devices Meeting (IEDM), pp. 1–4, Dec
Nam K, Park C, Yoon J-S, Jang H, Park MS, Sim J, Baek R-H (Jan. 2021) Origin of incremental step pulse programming (ISPP) slope degradation in charge trap nitride based multi-layer 3D NAND flash. Solid-State Electron 175(107930):1–6
Oh D, Lee B, Kwon E, Kim S, Cho G, Park S, Lee S, Hong S (2015) TCAD simulation of data retention characteristics of charge trap device for 3-D NAND flash memory, Proc. IEEE Int. Memory Workshop (IMW), pp. 1–4, May
Lee G-H, Yang H-J, Jung S-W, Choi E-S, Park S-K, Song Y-H (2014) Physical modeling of program and erase speeds of metal-oxide-nitride-oxide-silicon cells with three-dimensional gate-all-around architecture. Jpn J Appl Phys, 53, 1, pp. 014201.1–014201.4, Jan
Lee JG, Jung WJ, Park JH, Yoo K-H, Kim TW (2021) Effect of the blocking oxide layer with asymmetric taper angles in 3-D NAND flash memories, IEEE J. Electron Devices Soc., vol. 9, pp. 774–777, Aug
Walker AJ, Rigorous A (2013) 3-D NAND Flash Cost Analysis, IEEE Trans. Semicond. Manuf., vol. 26, no. 4, pp. 619–625, Nov
Acknowledgements
This research was supported by National R&D Program through the National Research Foundation of Korea (NRF) funded by Ministry of Science and ICT of Korea (MSIT) (Grants RS-2023-00258527 and RS-2024-00402495). The EDA tool was supported by the IC Design Education Center (IDEC), Korea.
Author information
Authors and Affiliations
Corresponding authors
Ethics declarations
Competing Interests
Seongjae Cho, and Il Hwan Cho declare that we have no competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Additional information
Publisher’s Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.
About this article
Cite this article
Oh, HS., Oh, YJ., So, H. et al. Investigation of the Memory Operations in the 3D NAND Flash with More Realistic Geometry with Wavey Channel in the Tapered Channel Hole. J. Electr. Eng. Technol. (2025). https://doi.org/10.1007/s42835-025-02171-z
Received:
Revised:
Accepted:
Published:
DOI: https://doi.org/10.1007/s42835-025-02171-z