Evidence map›Paper›PMID 36991921›Full record

ArticleSensors (Basel, Switzerland)2023

Adaptive Bitline Voltage Countermeasure for Neighbor Wordline Interference in 3D NAND Flash Memory-Based Sensors.

Hanshui Fan, Xuan Tian, Huiting Peng, Yinfeng Shen, Liang Li, Ming Li, Liming Gao

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Article in Sensors (Basel, Switzerland), 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Hanshui FanInstitute of Microelectronic Material & Technology, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Xuan TianSanDisk Information Technology Co., Ltd., Shanghai 200241, China.
Huiting PengInstitute of Microelectronic Material & Technology, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Yinfeng ShenInstitute of Microelectronic Material & Technology, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Liang LiSanDisk Information Technology Co., Ltd., Shanghai 200241, China.
Ming LiInstitute of Microelectronic Material & Technology, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.
Liming GaoInstitute of Microelectronic Material & Technology, School of Material Science and Engineering, Shanghai Jiao Tong University, Shanghai 200240, China.ORCID 0000-0002-4284-897X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Three-dimensional NAND flash memory is widely used in sensor systems as an advanced storage medium that ensures system stability through fast data access. However, in flash memory, as the number of cell bits increases and the process pitch keeps scaling, the data disturbance becomes more serious, especially for neighbor wordline interference (NWI), which leads to a deterioration of data storage reliability. Thus, a physical device model was constructed to investigate the NWI mechanism and evaluate critical device factors for this long-standing and intractable problem. As simulated by TCAD, the change in channel potential under read bias conditions presents good consistency with the actual NWI performance. Using this model, NWI generation can be accurately described through the combination of potential superposition and a local drain-induced barrier lowering (DIBL) effect. This suggests that a higher bitline voltage (Vbl) transmitted by the channel potential can restore the local DIBL effect, which is ever weakened by NWI. Furthermore, an adaptive Vbl countermeasure is proposed for 3D NAND memory arrays, which can significantly minimize the NWI of triple-level cells (TLC) in all state combinations. The device model and the adaptive Vbl scheme were successfully verified by TCAD and 3D NAND chip tests. This study introduces a new physical model for NWI-related problems in 3D NAND flash, while providing a feasible and promising voltage scheme as a countermeasure to optimize data reliability.

Indexed as

3D NAND flash memorybitline voltagechannel potentialdevice modelDIBL effectMONOSneighbor wordline interferenceread biasTCAD

Identifiers

PMID36991921
PMCPMC10051062

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.