BioNanoScience, volume 10, issue 4, pages 834-847
Memristive Devices for Neuromorphic Applications: Comparative Analysis
Victor V. Erokhin
1, 2
1
IMEM-CNR, Institute of Materials for Electronics and Magnetism, Parma, Italy
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Publication type: Journal Article
Publication date: 2020-10-08
Bioengineering
Biomedical Engineering
Abstract
Neuromorphic systems must have at least five unavoidable features that are present in living beings. First, neuromorphic systems must perform memorizing and processing functions, using same elements. Second, it must allow data acquisition from sensors with preliminary processing and recording. Third, it must allow non-equilibrium processes, such as oscillator behavior at fixed values of input stimuli. Fourth, it must mimic some features of nervous systems. Fifth, it must permit possibility of coupling with living beings. In this paper, these features are considered with a special attention to how memristive devices can be implemented for reaching the goal. Comparison of characteristic properties of organic and inorganic memristive devices is discussed.
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Erokhin V. V. Memristive Devices for Neuromorphic Applications: Comparative Analysis // BioNanoScience. 2020. Vol. 10. No. 4. pp. 834-847.
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Erokhin V. V. Memristive Devices for Neuromorphic Applications: Comparative Analysis // BioNanoScience. 2020. Vol. 10. No. 4. pp. 834-847.
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TY - JOUR
DO - 10.1007/s12668-020-00795-1
UR - https://doi.org/10.1007/s12668-020-00795-1
TI - Memristive Devices for Neuromorphic Applications: Comparative Analysis
T2 - BioNanoScience
AU - Erokhin, Victor V.
PY - 2020
DA - 2020/10/08
PB - Springer Nature
SP - 834-847
IS - 4
VL - 10
SN - 2191-1630
SN - 2191-1649
ER -
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BibTex (up to 50 authors)
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@article{2020_Erokhin,
author = {Victor V. Erokhin},
title = {Memristive Devices for Neuromorphic Applications: Comparative Analysis},
journal = {BioNanoScience},
year = {2020},
volume = {10},
publisher = {Springer Nature},
month = {oct},
url = {https://doi.org/10.1007/s12668-020-00795-1},
number = {4},
pages = {834--847},
doi = {10.1007/s12668-020-00795-1}
}
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Erokhin, Victor V.. “Memristive Devices for Neuromorphic Applications: Comparative Analysis.” BioNanoScience, vol. 10, no. 4, Oct. 2020, pp. 834-847. https://doi.org/10.1007/s12668-020-00795-1.