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Optimized cell programming for flash memories with quantizers

Minghai Qin, Eitan Yaakobi, Paul H. Siegel

Research output: Contribution to journalArticlepeer-review

Abstract

Multilevel flash memory contains blocks of cells that represent data by the amount of charge stored in them. The cell writing - or programming - process applies specified voltages in a sequential manner, injecting charge to achieve a desired level. Reducing a cell level requires a costly block erasure, so programming only increases cell levels. Parallel programming, whereby a common voltage is applied to a group of cells to inject charge simultaneously, simplifies circuitry and increases programming speed. However, cell-to-cell variations and limited programming round can adversely affect its precision. In this paper, we consider algorithms for efficient cell programming. Since cell levels are quantized to a discrete set of values, our objective is to minimize the number of cells that are not quantized to their target levels. For a specified number of programming rounds, we derive an optimal parallel programming algorithm with complexity that is polynomial in the number of cells. We extend the algorithm to account for intercell interference, where the voltage applied to a cell can affect the level of adjacent cells. We then consider noisy programming of a single cell, with and without feedback about the cell level. In both scenarios, we present an algorithm that, for a given number of programming rounds, minimizes the probability of an incorrect cell level.

Original languageEnglish
Article number6675761
Pages (from-to)2780-2795
Number of pages16
JournalIEEE Transactions on Information Theory
Volume60
Issue number5
DOIs
StatePublished - May 2014
Externally publishedYes

Keywords

  • Flash memory programming
  • Intercell interference
  • Parallel programming

All Science Journal Classification (ASJC) codes

  • Information Systems
  • Computer Science Applications
  • Library and Information Sciences

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