Multicolor Fully Light-Modulated Artificial Synapse Based on P-MoSe<sub>2</sub>/P<sub><i>x</i></sub>O<sub><i>y</i></sub> Heterostructured Memristor

Developing brain-inspired neuromorphic paradigms is imperative to breaking through the von Neumann bottleneck. The emulation of synaptic functionality has motivated the exploration of optoelectronic memristive devices as high-performance artificial synapses, yet the realization of such a modulatory terminal capable of full light-modulation, especially near-infrared stimuli, remains a challenge. Here, a fully light-modulated synaptic memristor is reported on a P-MoSe<sub>2</sub>/P<sub><i>x</i></sub>O<sub><i>y</i></sub> heterostructure formed by a facile one-step selenization process. The results demonstrate successful achievement of multiwavelength (visible 470 nm to near-infrared 808 nm) modulated switching operations (reset in 0.21-0.97 V) and diverse synaptic behaviors, including postsynaptic current, paired-pulse facilitation, short- and long-term memory (STM and LTM), and learning-forgetting. Notably, the device can exhibit a 3.42 μA PSC increase under six identical 655 nm stimuli, a 11.90-46.24 μA PSC modulation by changing 808 nm light intensity from 6 to 14 mW/cm<sup>2</sup>, and a transition from STM to LTM lasting between 2.47 and 4.27 s by a prolonged 808 nm pulse from 1 to 30 s. A novel possible light-induced switching mechanism in such a heterostructure is proposed. Furthermore, brain-like light-stimulated memory behavior and Pavlov's classical conditioning demonstrate the device's capacity for processing complex inputs. The study presents a design toward a multiwavelength modulated artificial visual system for color recognition.

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Publication Details

Journal
The Journal of Physical Chemistry Letters
Published
2024-08-20
DOI
https://doi.org/10.1021/acs.jpclett.4c01980
Citations
11
Primary Topic
Advanced Memory and Neural Computing
Type
article
Field-Weighted Citation Impact
2.30

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article

Multicolor Fully Light-Modulated Artificial Synapse Based on P-MoSe2/PxOy Heterostructured Memristor

Yun Zhao, Jiangtao Chen, Xuqiang Zhang, Hao Sun et al.
11 citations
The Journal of Physical Chemistry Letters
Advanced Memory and Neural Computing
2.30
article

Multicolor Fully Light-Modulated Artificial Synapse Based on P-MoSe2/PxOy Heterostructured Memristor

Yun Zhao, Jiangtao Chen, Xuqiang Zhang, Hao Sun, Yumo Li, Xiaofei Dong, Kai Chen, Jianbiao Chen, Fengxia Yang, Langchun Yue
article en
11 citations

Abstract

Developing brain-inspired neuromorphic paradigms is imperative to breaking through the von Neumann bottleneck. The emulation of synaptic functionality has motivated the exploration of optoelectronic memristive devices as high-performance artificial synapses, yet the realization of such a modulatory terminal capable of full light-modulation, especially near-infrared stimuli, remains a challenge. Here, a fully light-modulated synaptic memristor is reported on a P-MoSe<sub>2</sub>/P<sub><i>x</i></sub>O<sub><i>y</i></sub> heterostructure formed by a facile one-step selenization process. The results demonstrate successful achievement of multiwavelength (visible 470 nm to near-infrared 808 nm) modulated switching operations (reset in 0.21-0.97 V) and diverse synaptic behaviors, including postsynaptic current, paired-pulse facilitation, short- and long-term memory (STM and LTM), and learning-forgetting. Notably, the device can exhibit a 3.42 μA PSC increase under six identical 655 nm stimuli, a 11.90-46.24 μA PSC modulation by changing 808 nm light intensity from 6 to 14 mW/cm<sup>2</sup>, and a transition from STM to LTM lasting between 2.47 and 4.27 s by a prolonged 808 nm pulse from 1 to 30 s. A novel possible light-induced switching mechanism in such a heterostructure is proposed. Furthermore, brain-like light-stimulated memory behavior and Pavlov's classical conditioning demonstrate the device's capacity for processing complex inputs. The study presents a design toward a multiwavelength modulated artificial visual system for color recognition.

The Journal of Physical Chemistry LettersVol. 15(34)
Korea University (KR), Northwest Normal University (CN)
Northwest Normal University, National Natural Science Foundation of China
Industry, innovation and infrastructure
Openalex Percentile: Top 11%
Advanced Memory and Neural Computing
2.30
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