Cascadable in-memory computing based on symmetric writing and readout.

Sci Adv

National Laboratory of Solid State Microstructures, Institute of Brain-Inspired Intelligence, School of Physics, Collaborative Innovation Center of Advanced Microstructures, Nanjing University, Nanjing 210093, China.

Published: December 2022

The building block of in-memory computing with spintronic devices is mainly based on the magnetic tunnel junction with perpendicular interfacial anisotropy (p-MTJ). The resulting asymmetric write and readout operations impose challenges in downscaling and direct cascadability of p-MTJ devices. Here, we propose that a previously unimplemented symmetric write and readout mechanism can be realized in perpendicular-anisotropy spin-orbit (PASO) quantum materials based on FeGeTe and WTe. We demonstrate that field-free and deterministic reversal of the perpendicular magnetization can be achieved using unconventional charge-to--spin conversion. The resulting magnetic state can be readily probed with its intrinsic inverse process, i.e., -spin-to-charge conversion. Using the PASO quantum material as a fundamental building block, we implement the functionally complete set of logic-in-memory operations and a more complex nonvolatile half-adder logic function. Our work highlights the potential of PASO quantum materials for the development of scalable energy-efficient and ultrafast spintronic computing.

Download full-text PDF

Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC11324065PMC
http://dx.doi.org/10.1126/sciadv.abq6833DOI Listing

Publication Analysis

Top Keywords

paso quantum
12
in-memory computing
8
building block
8
write readout
8
quantum materials
8
cascadable in-memory
4
computing based
4
based symmetric
4
symmetric writing
4
writing readout
4

Similar Publications

Carbon nanomaterials (CNMs), such as carbon nanotubes (CNTs), graphene quantum dots (GQDs), and carbon quantum dots (CQDs), are prevalent in biological systems and have been widely utilized in applications like environmental sensing and biomedical fields. While their presence in human matrices is projected to increase, the interfacial interactions between carbon-based nanoscopic platforms and biomolecular systems continue to remain underexplored. In this study, we investigated the effect of gelatin-sourced CQDs on the globular milk protein beta-lactoglobulin (BLG).

View Article and Find Full Text PDF
Article Synopsis
  • Carbon quantum dots (CQDs) are flexible nanomaterials used in various applications like diagnostics, sensing, bioimaging, and drug delivery, thanks to their tunable chemical properties.
  • This study synthesized lactic acid-derived nitrogen doped CQDs (LAdN-CQDs) and found they can inhibit the formation of toxic fibrils from hen egg-white lysozyme (HEWL) in a dose-dependent manner, achieving up to 50% inhibition.
  • LAdN-CQDs showed biocompatibility in neuroblastoma cells by maintaining mitochondrial function and reducing reactive oxygen species, suggesting they may have neuroprotective properties and could be a green chemistry solution in healthcare.
View Article and Find Full Text PDF

Fluoride Clusterfullerenes: Tuning Metal-Metal Bonding and Magnetic Properties via Single Fluorine Atom Doping.

J Am Chem Soc

December 2024

College of Chemistry, Chemical Engineering and Materials Science, and State Key Laboratory of Radiation Medicine and Protection, Soochow University, Suzhou, Jiangsu 215123, P. R. China.

Article Synopsis
  • Endohedral fullerenes are molecules that can encapsulate metal clusters, and this study introduces a new type called fluoride clusterfullerenes (FCFs).
  • The researchers successfully synthesized FCFs using various actinides, rare earth metals, and alkaline earth metals without needing extra modifications, revealing that adding a fluorine atom alters the metal-metal bonding significantly.
  • Their findings indicate that compounds like ThF@(7)-C and CaScF@(6)-C exhibit unique bonding interactions and promising magnetic properties, showcasing the potential of FCFs in future applications.
View Article and Find Full Text PDF

Photochemistry of microplastics-derived dissolved organic matter: Reactive species generation and organic pollutant degradation.

Water Res

February 2025

Institute of Environmental Research at the Greater Bay Area, Key Laboratory for Water Quality and Conservation of the Pearl River Delta, Ministry of Education, Guangzhou University, Guangzhou 510006, PR China.

Dissolved organic matter (DOM) originating from microplastics (MPs-DOM) is increasingly recognized as a substantial component of aquatic DOM. The photochemistry of MPs-DOM, essential for understanding its environmental fate and impacts, remains largely unexplored. This study investigates the photochemical behaviors of MPs-DOM derived from two common plastics: polystyrene (PS) and polyvinyl chloride (PVC), which represent aromatic and aliphatic plastics, respectively.

View Article and Find Full Text PDF

Electronic structure simulations in the cloud computing environment.

J Chem Phys

October 2024

Physical Sciences Division, Pacific Northwest National Laboratory, Richland, Washington 99354, USA.

The transformative impact of modern computational paradigms and technologies, such as high-performance computing (HPC), quantum computing, and cloud computing, has opened up profound new opportunities for scientific simulations. Scalable computational chemistry is one beneficiary of this technological progress. The main focus of this paper is on the performance of various quantum chemical formulations, ranging from low-order methods to high-accuracy approaches, implemented in different computational chemistry packages and libraries, such as NWChem, NWChemEx, Scalable Predictive Methods for Excitations and Correlated Phenomena, ExaChem, and Fermi-Löwdin orbital self-interaction correction on Azure Quantum Elements, Microsoft's cloud services platform for scientific discovery.

View Article and Find Full Text PDF

Want AI Summaries of new PubMed Abstracts delivered to your In-box?

Enter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!