Lastras-Montaño Miguel Angel, Del Pozo-Zamudio Osvaldo, Glebsky Lev, Zhao Meiran, Wu Huaqiang, Cheng Kwang-Ting
Instituto de Investigación en Comunicación Óptica, Facultad de Ciencias, Universidad Autónoma de San Luis Potosí, San Luis Potosí, México.
Institute of Microelectronics, Tsinghua University, Beijing, China.
Sci Rep. 2021 Jan 14;11(1):1351. doi: 10.1038/s41598-020-80121-7.
Ratio-based encoding has recently been proposed for single-level resistive memory cells, in which the resistance ratio of a pair of resistance-switching devices, rather than the resistance of a single device (i.e. resistance-based encoding), is used for encoding single-bit information, which significantly reduces the bit error probability. Generalizing this concept for multi-level cells, we propose a ratio-based information encoding mechanism and demonstrate its advantages over the resistance-based encoding for designing multi-level memory systems. We derive a closed-form expression for the bit error probability of ratio-based and resistance-based encodings as a function of the number of levels of the memory cell, the variance of the distribution of the resistive states, and the ON/OFF ratio of the resistive device, from which we prove that for a multi-level memory system using resistance-based encoding with bit error probability x, its corresponding bit error probability using ratio-based encoding will be reduced to [Formula: see text] at the best case and [Formula: see text] at the worst case. We experimentally validated these findings on multiple resistance-switching devices and show that, compared to the resistance-based encoding on the same resistive devices, our approach achieves up to 3 orders of magnitude lower bit error probability, or alternatively it could reduce the cell's programming time and programming energy by up 5-10[Formula: see text], while achieving the same bit error probability.
最近有人针对单级电阻式存储单元提出了基于比率的编码方法,其中利用一对电阻切换器件的电阻比而非单个器件的电阻(即基于电阻的编码)来编码单比特信息,这显著降低了误码概率。将此概念推广到多级单元,我们提出了一种基于比率的信息编码机制,并展示了其在设计多级存储系统方面相对于基于电阻的编码的优势。我们推导了基于比率的编码和基于电阻的编码的误码概率的闭式表达式,该表达式是存储单元的级数、电阻状态分布的方差以及电阻器件的开/关比的函数,由此我们证明,对于一个使用基于电阻的编码且误码概率为x的多级存储系统,其使用基于比率的编码时,在最佳情况下误码概率将降至[公式:见原文],在最坏情况下降至[公式:见原文]。我们在多个电阻切换器件上通过实验验证了这些发现,并表明,与在相同电阻器件上基于电阻的编码相比,我们的方法实现了低达3个数量级的误码概率,或者也可以将单元的编程时间和编程能量降低多达5 - 10[公式:见原文],同时实现相同的误码概率。