Email this article Neuromorphic elements and systems as the basis for the physical implementation of artificial intelligence technologies
- Authors: 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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Affiliations:
- 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
- Issue: Vol 61, No 6 (2016)
- Pages: 992-1001
- Section: 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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Abstract
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.
About the authors
V. A. Demin
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Author for correspondence.
Email: demin.vyacheslav@mail.ru
Russian Federation, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
A. V. Emelyanov
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Email: demin.vyacheslav@mail.ru
Russian Federation, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
D. A. Lapkin
National Research Centre “Kurchatov Institute”; Moscow Institute of Physics and Technology (State University)
Email: demin.vyacheslav@mail.ru
Russian Federation, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700
V. 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
Russian Federation, Moscow, 123182; Parma, 42124
P. K. 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
Russian Federation, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700; Moscow, 119991; St. Petersburg, 199034
M. V. 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
Russian Federation, Moscow, 123182; Dolgoprudnyi, Moscow oblast, 141700; Moscow, 119991; St. Petersburg, 199034
