6 papers
Outer Channel of DNA-Based Data Storage: Capacity and Efficient Coding Schemes
Xuan He, Yi Ding, Kui Cai +3
In this paper, we consider the outer channel for DNA-based data storage. When transmitting over the outer channel, each DNA string is treated as a unit/symbol that would be either…
Performance Analysis and Code Design for Resistive Random-Access Memory Using Channel Decomposition Approach
Guanghui Song, Meiru Gao, Ying Li +2
A novel framework for performance analysis and code design is proposed to address the sneak path (SP) problem in resistive random-access memory (ReRAM) arrays. The main idea is to…
Constrained Coding and Deep Learning Aided Threshold Detection for Resistive Memories
Xingwei Zhong, Kui Cai, Guanghui Song +2
Resistive random access memory (ReRAM) is a promising emerging non-volatile memory (NVM) technology that shows high potential for both data storage and computing. However, its cros…
High Information Density and Low Coverage Data Storage in DNA with Efficient Channel Coding Schemes
Yi Ding, Xuan He, Tuan Thanh Nguyen +6
DNA-based data storage has been attracting significant attention due to its extremely high data storage density, low power consumption, and long duration compared to conventional d…
Deep Transfer Learning-based Detection for Flash Memory Channels
Zhen Mei, Kui Cai, Long Shi +3
The NAND flash memory channel is corrupted by different types of noises, such as the data retention noise and the wear-out noise, which lead to unknown channel offset and make the…
Deep-Learning-Based Adaptive Error-Correction Decoding for Spin-Torque Transfer Magnetic Random Access Memory (STT-MRAM)
Xingwei Zhong, Kui Cai, Peng Kang +2
Spin-torque transfer magnetic random access memory (STT-MRAM) is a promising emerging non-volatile memory (NVM) technology with wide applications. However, the data recovery of STT…