Tetrachromatic photonic synaptic arrays using WS <sub>2</sub> monolayers for bioinspired neuromorphic retinas

Artificial tetrachromatic vision significantly enhanced color discrimination by enabling the detection and spectral decoding of ultraviolet (UV) and visible wavelengths. Inspired by the butterfly visual system, we develop a tetrachromatic optoelectronic synapse utilizing monolayer WS<sub>2</sub> as the core element, effectively integrating sensing, memory and processing capabilities. The constructed device demonstrates wavelength-sensitive synaptic excitatory behaviors under both visible and UV stimuli, successfully emulating key synaptic functions including short-term potentiation (STP), long-term potentiation (LTP), and long-term depression (LTD), which achieves an ultralow power consumption of 2.28 aJ. An 8 × 8 retinal synapse array was constructed to achieve high-fidelity tetrachromatic image sensing and memory while enabling color discrimination. Furthermore, the image preprocessing is realized in the optoelectronic synapse array based on visual attention for color, which resulted in an enhancement of the recognition accuracy of the tetrachromatic image to over ~98%. This work endeavor has precipitated to the development of next-generation neuromorphic vision systems that require UV-visible spectral intelligence.

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Publication Details

Journal
Nano Research
Published
2025-12-31
DOI
https://doi.org/10.26599/nr.2026.94908375
Primary Topic
Neural Networks and Reservoir Computing
Type
article
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Tetrachromatic photonic synaptic arrays using WS 2 monolayers for bioinspired neuromorphic retinas

Wei Xin, Jixiu Li, Y. Liu, Chuxin Yan et al.
Nano Research
Neural Networks and Reservoir Computing
article

Tetrachromatic photonic synaptic arrays using WS 2 monolayers for bioinspired neuromorphic retinas

Wei Xin, Jixiu Li, Y. Liu, Chuxin Yan, Yuanzheng Li, Weizhen Yao Xianglin Liu, Haiyang Xu, Qingbin Wang, Yongsheng Gao
article en

Abstract

Artificial tetrachromatic vision significantly enhanced color discrimination by enabling the detection and spectral decoding of ultraviolet (UV) and visible wavelengths. Inspired by the butterfly visual system, we develop a tetrachromatic optoelectronic synapse utilizing monolayer WS<sub>2</sub> as the core element, effectively integrating sensing, memory and processing capabilities. The constructed device demonstrates wavelength-sensitive synaptic excitatory behaviors under both visible and UV stimuli, successfully emulating key synaptic functions including short-term potentiation (STP), long-term potentiation (LTP), and long-term depression (LTD), which achieves an ultralow power consumption of 2.28 aJ. An 8 × 8 retinal synapse array was constructed to achieve high-fidelity tetrachromatic image sensing and memory while enabling color discrimination. Furthermore, the image preprocessing is realized in the optoelectronic synapse array based on visual attention for color, which resulted in an enhancement of the recognition accuracy of the tetrachromatic image to over ~98%. This work endeavor has precipitated to the development of next-generation neuromorphic vision systems that require UV-visible spectral intelligence.

Nano ResearchVol. 19(3)
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