Neuromorphic elements and systems as the basis for the physical implementation of artificial intelligence technologies
- Autores: Demin V.A.1,2, Emelyanov A.V.1,2, Lapkin D.A.1,2, Erokhin V.V.1,3, Kashkarov P.K.1,2,4, Kovalchuk M.V.1,2,4
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Afiliações:
- National Research Centre “Kurchatov Institute”
- Moscow Institute of Physics and Technology (State University)
- CNR-IMEM (National Research Council, Institute of Materials for Electronics and Magnetism) and University of Parma
- Faculty of Physics
- Edição: Volume 61, Nº 6 (2016)
- Páginas: 992-1001
- Seção: Surface and Thin Films
- URL: https://journals.rcsi.science/1063-7745/article/view/190417
- DOI: https://doi.org/10.1134/S1063774516060067
- ID: 190417
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Resumo
The instrumental realization of neuromorphic systems may form the basis of a radically new social and economic setup, redistributing roles between humans and complex technical aggregates. The basic elements of any neuromorphic system are neurons and synapses. New memristive elements based on both organic (polymer) and inorganic materials have been formed, and the possibilities of instrumental implementation of very simple neuromorphic systems with different architectures on the basis of these elements have been demonstrated.
Sobre autores
V. Demin
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Autor responsável pela correspondência
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
A. Emelyanov
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
D. Lapkin
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
V. Erokhin
National Research Centre “Kurchatov Institute”; CNR-IMEM (National Research Council, Institute of Materials for Electronics and Magnetism) and University of Parma
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Parma, 42124
P. Kashkarov
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University); Faculty of Physics; Faculty of Physics
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700; Moscow, 119991; St. Petersburg, 199034
M. Kovalchuk
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University); Faculty of Physics; Faculty of Physics
Email: demin.vyacheslav@mail.ru
Rússia, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700; Moscow, 119991; St. Petersburg, 199034
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