Analog AI as a Service: A Cloud Platform for In-Memory Computing
Kaoutar El Maghraoui, Kim Tran, et al.
SSE 2024
Phase-change memory (PCM) is an emerging non-volatile memory technology that has recently been commercialized as storage-class memory in a computer system. PCM is also being explored for non-von Neumann computing such as in-memory computing and neuromorphic computing. Although the device physics related to the operation of PCM have been widely studied since its discovery in the 1960s, there are still several open questions relating to their electrical, thermal, and structural dynamics. In this article, we provide an overview of the current understanding of the main PCM device physics that underlie the read and write operations. We present both experimental characterization of the various properties investigated in nanoscale PCM devices as well as physics-based modeling efforts. Finally, we provide an outlook on some remaining open questions and possible future research directions.
Kaoutar El Maghraoui, Kim Tran, et al.
SSE 2024
Abu Sebastian, Manuel Le Gallo, et al.
Nature Communications
Naveen Shamsudhin, Hugo Rothuizen, et al.
IFAC 2014
Naveen Shamsudhin, Huseyin Baris Atakan, et al.
EMBC 2016