Compute in‐memory with non‐volatile elements for neural networks: A review from a co‐design perspective

W Haensch, A Raghunathan, K Roy… - Advanced …, 2023 - Wiley Online Library
Deep learning has become ubiquitous, touching daily lives across the globe. Today,
traditional computer architectures are stressed to their limits in efficiently executing the …

Carbon-related materials: graphene and carbon nanotubes in semiconductor applications and design

M Kolahdouz, B Xu, AF Nasiri, M Fathollahzadeh… - Micromachines, 2022 - mdpi.com
As the scaling technology in the silicon-based semiconductor industry is approaching
physical limits, it is necessary to search for proper materials to be utilized as alternatives for …

Phase-change memory—Towards a storage-class memory

SW Fong, CM Neumann… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Phase-change memory (PCM) has undergone significant academic and industrial research
in the last 15 years. After much development, it is now poised to enter the market as a …

Science and research policy at the end of Moore's law

HN Khan, DA Hounshell, ERH Fuchs - Nature Electronics, 2018 - nature.com
The integrated circuit is today synonymous with the concept of technological progress. In the
seven decades since the invention of the transistor at Bell Labs, relentless progress in the …

[HTML][HTML] Fulfilling the promise of the materials genome initiative with high-throughput experimental methodologies

ML Green, CL Choi, JR Hattrick-Simpers… - Applied Physics …, 2017 - pubs.aip.org
The Materials Genome Initiative, a national effort to introduce new materials into the market
faster and at lower cost, has made significant progress in computational simulation and …

Optical RAM and integrated optical memories: a survey

T Alexoudi, GT Kanellos, N Pleros - Light: Science & Applications, 2020 - nature.com
The remarkable achievements in the area of integrated optical memories and optical
random access memories (RAMs) together with the rapid adoption of optical interconnects in …

Interface-induced phenomena in magnetism

F Hellman, A Hoffmann, Y Tserkovnyak… - Reviews of modern …, 2017 - APS
This article reviews static and dynamic interfacial effects in magnetism, focusing on
interfacially driven magnetic effects and phenomena associated with spin-orbit coupling and …

Ultrahigh-mobility semiconducting epitaxial graphene on silicon carbide

J Zhao, P Ji, Y Li, R Li, K Zhang, H Tian, K Yu, B Bian… - Nature, 2024 - nature.com
Semiconducting graphene plays an important part in graphene nanoelectronics because of
the lack of an intrinsic bandgap in graphene. In the past two decades, attempts to modify the …

In-memory computing with emerging nonvolatile memory devices

C Cheng, PJ Tiw, Y Cai, X Yan, Y Yang… - Science China Information …, 2021 - Springer
The von Neumann bottleneck and memory wall have posed fundamental limitations in
latency and energy consumption of modern computers based on von Neumann architecture …

Optics in computing: From photonic network-on-chip to chip-to-chip interconnects and disintegrated architectures

T Alexoudi, N Terzenidis, S Pitris… - Journal of Lightwave …, 2018 - ieeexplore.ieee.org
Following a decade of radical advances in the areas of integrated photonics and computing
architectures, we discuss the use of optics in the current computing landscape attempting to …