Quantum materials for energy-efficient neuromorphic computing: Opportunities and challenges

Abstract

Research context

OpenAlex topics: Advanced Memory and Neural Computing · Ferroelectric and Negative Capacitance Devices · Neural Networks and Reservoir Computing

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Materials Research Laboratory and Department of Materials Science and Engineering, University of Illinois Urbana-Champaign 1 , Urbana, Illinois 61801, USA

School of Materials Engineering, Purdue University 2 , West Lafayette, Indiana 47907, USA

Unité Mixte de Physique CNRS/Thales, Université Paris-Saclay 3 , 91767 Palaiseau, France

Center for Quantum Phenomena, Department of Physics, New York University 4 , New York, New York 10003, USA

Université Paris-Saclay, CNRS Laboratoire de Physique des Solides 5 , Orsay 91405, France

Department of Physics, University of California–San Diego 6 , La Jolla, California 92093, USA

Center for Advanced Nanoscience, University of California–San Diego 7 , La Jolla, California 92093, USA

Department of Electrical and Computer Engineering, University of California–San Diego 8 , La Jolla, California 92093, USA

Center for Memory and Recording Research, University of California–San Diego 9 , La Jolla, California 92093, USA

Pritzker School of Molecular Engineering and Department of Chemistry, The University of Chicago 10 , Chicago, Illinois 60637, USA

Department of NanoEngineering, University of California–San Diego 12 , La Jolla, California 92093, USA

Department of Electrical and Computer Engineering, University of California Santa Barbara 14 , Santa Barbara, California 93106, USA

Physical Measurement Laboratory, National Institute of Standards and Technology 15 , Gaithersburg, Maryland 20899-6202, USA

Department of Materials Science and Engineering, University of California, Davis 16 , Davis, California 95616, USA

Department of Consdensed Matter Physics and Materials Science, Brookhaven National Laboratory 17 , Upton, New York 11973, USA

Funding

U.S. Department of Energy

References (100+)