Short‐Term Bienenstock‐Cooper‐Munro Learning in Optoelectrically‐Driven Flexible Halide Perovskite Single Crystal Memristors

The transition to smart, wearable, and flexible optoelectronic devices that communicate with each other and perform neuromorphic computing at the edge, is a major goal in next-generation optoelectronics. These devices are expected to carry out their regular tasks while being supported by energy-efficient, in-memory computations. In this study, a lateral flexible device based on cesium lead tribromide perovskite single crystals integrated with single-walled carbon nanotube thin-film electrodes is presented. It is demonstrated that the device follows the Bienenstock-Cooper-Munro theory of synaptic modification under hybrid optoelectronic stimuli. This biorealistic response paves the way for the development of hybrid organic-inorganic artificial visual systems.

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Publication Details

Journal
Small Methods
Published
2025-08-12
DOI
https://doi.org/10.1002/smtd.202500203
Citations
3
Primary Topic
Perovskite Materials and Applications
Type
article
Field-Weighted Citation Impact
2.19

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article

Short‐Term Bienenstock‐Cooper‐Munro Learning in Optoelectrically‐Driven Flexible Halide Perovskite Single Crystal Memristors

Ivan Matchenya, Sergey Anoshkin, Alexandr Marunchenko, A. E. Zhukov et al.
3 citations
Small Methods
Perovskite Materials and Applications
2.19
article

Short‐Term Bienenstock‐Cooper‐Munro Learning in Optoelectrically‐Driven Flexible Halide Perovskite Single Crystal Memristors

Ivan Matchenya, Sergey Anoshkin, Alexandr Marunchenko, A. E. Zhukov, A. Zenkevich, Anton Khanas, Anatoly P. Pushkarev, Ivan G. Scheblykin, Albert G. Nasibulin, Juan Bisquert, Dmitry V. Krasnikov, Nikita A. Sizykh, Roman Podgornyi, Daniil Shirkin, Alexei Yulin, Alexey A. Ekgardt
article en
3 citations

Abstract

The transition to smart, wearable, and flexible optoelectronic devices that communicate with each other and perform neuromorphic computing at the edge, is a major goal in next-generation optoelectronics. These devices are expected to carry out their regular tasks while being supported by energy-efficient, in-memory computations. In this study, a lateral flexible device based on cesium lead tribromide perovskite single crystals integrated with single-walled carbon nanotube thin-film electrodes is presented. It is demonstrated that the device follows the Bienenstock-Cooper-Munro theory of synaptic modification under hybrid optoelectronic stimuli. This biorealistic response paves the way for the development of hybrid organic-inorganic artificial visual systems.

Small MethodsVol. 9(9)
National Research University Higher School of Economics (RU), Skolkovo Institute of Science and Technology (RU), Moscow Institute of Physics and Technology (RU), ITMO University (RU), Lund University (SE), Instituto de Tecnología Química (ES), Quantum Technologies (Sweden) (SE)
American-Italian Cancer Foundation, Russian Science Foundation, Skolkovo Institute of Science and Technology, Moscow Institute of Physics and Technology
Affordable and clean energy
Openalex Percentile: Top 11%
Perovskite Materials and Applications
2.19
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