摘要
Mott insulator material,as a kind of strongly correlated electronic system with the characteristic of a drastic change in electrical conductivity,shows excellent application prospects in neuromorphological calculations and has attracted significant attention in the scientific community.Especially,computing systems based on Mott insulators can overcome the bottleneck of separated data storage and calculation in traditional artificial intelligence systems based on the von Neumann architecture,with the potential to save energy,increase operation speed,improve integration,scalability,and three-dimensionally stacked,and more suitable to neuromorphic computing than a complementary metal-oxide-semiconductor.In this review,we have reviewed Mott insulator materials,methods for driving Mott insulator transformation(pressure-,voltage-,and temperature-driven approaches),and recent relevant applications in neuromorphic calculations.The results in this review provide a path for further study of the applications in neuromorphic calculations based on Mott insulator materials and the related devices.
基金
This work was financially supported by the National Key Research&Development Plan“Nano Frontier”Key Special Project(No.2021YFA1200502)
Cultivation projects of national major Research&Development project(No.92164109)
the National Natural Science Foundation of China(Nos.61874158,62004056,and 62104058)
Special project of strategic leading science and technology of Chinese Academy of Sciences(No.XDB44000000-7)
Hebei Basic Research Special Key Project(No.F2021201045)
Support Program for the Top Young Talents of Hebei Province(No.70280011807)
Supporting Plan for 100 Excellent Innovative Talents in Colleges and Universities of Hebei Province(No.SLRC2019018)
Interdisciplinary Research Program of Natural Science of Hebei University(No.DXK202101)
Institute of Life Sciences and Green Development(No.521100311)
Natural Science Foundation of Hebei Province(Nos.F2022201054 and F2021201022)
Outstanding Young Scientific Research and Innovation Team of Hebei University(No.605020521001)
Special Support Funds for National High Level Talents(No.041500120001)
Advanced Talents Incubation Program of the Hebei University(Nos.521000981426,521100221071,and 521000981363)
Funded by Science and Technology Project of Hebei Education Department(Nos.QN2020178 and QN2021026).