In
the current information age, the realization of memory devices
with energy efficient design, high storage density, nonvolatility,
fast access, and low cost is still a great challenge. As a promising
technology to meet these stringent requirements, nonvolatile multistates
memory (NMSM) has attracted lots of attention over the past years.
Owing to the capability to store data in more than a single bit (0
or 1), the storage density is dramatically enhanced without scaling
down the memory cell, making memory devices more efficient and less
expensive. Multistates in a single cell also provide an unconventional
in-memory computing platform beyond the Von Neumann architecture and
enable neuromorphic computing with low power consumption. In this
review, an in-depth perspective is presented on the recent progress
and challenges on the device architectures, material innovation, working
mechanisms of various types of NMSMs, including flash, magnetic random-access
memory (MRAM), resistive random-access memory (RRAM), ferroelectric
random-access memory (FeRAM), and phase-change memory (PCM). The intriguing
properties and performance of these NMSMs, which are the key to realizing
highly integrated memory hierarchy, are discussed and compared.