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Prof. DUAN Shuming

Tianjin University

Research Publications & English Decoded Briefs

Showing 2 publications
SCIENCE CHINA Materials2026DOI: 10.1007/s40843-025-3582-9

Dual-functional light adaptation in perovskite quantum dot synaptic devices for smart blue-light protection

Perovskite quantum dots (PQDs) hold great potential for brain-like neuromorphic computing. However, the development of PQDs-based synaptic devices is hindered by interfacial defects and limited stability. Here, we demonstrate a high-performance Cs2AgBiBr6 QDs/organic single crystal heterojunction synaptic device, fabricated via a novel space-confined vertical growth technique combined with a polymer-free transfer process. Vertically grown organic single crystals enable superior carrier mobility and facilitate the formation of low-defect interfaces with PQDs. The heterojunction exhibits remarkable photosensitivity (7.22 × 10^5 at 425 nm) and detectivity (2.15 × 10^15 Jones), owing to the strong optical absorption of PQDs coupled with the superior charge transport characteristics of organic single crystals. Notably, the device achieves dual-functional light adaptation, emulating synaptic behaviour under blue light while exhibiting photo-switching under green/red light. This unique capability enables smart blue-light hazard protection. This work not only provides a versatile platform for high-performance PQDs-based synaptic devices but also advances the development of brain-inspired neuromorphic systems for next-generation computing and intelligent sensing.

SCIENCE CHINA Materials2025DOI: 10.1007/s40843-025-3641-y

Vision System Utilizing Large-Area Organic Single Crystals for Sensory Applications

Organic field-effect transistor (OFET)-based optoelectronic synapses are pivotal for neuromorphic vision, yet polycrystalline/amorphous films suffer from grain-boundary carrier scattering and threshold instability, limiting spatiotemporal fidelity. This work employs large-area C8-BTBT single crystals to fabricate a low-voltage (1 V) optoelectronic synaptic array with a coefficient of variation of 8% in synaptic weight modulation. The grain-boundary-free structure mitigates interfacial defects, ensuring device-to-device uniformity. The array emulates human visual processing under distinct cognitive states: dispersed-attention mode (V_GS = 0.5 V) yields rapid response and short-term plasticity, while focused-attention mode (V_GS = 1.5 V) enables noise suppression and long-term potentiation via polarity-dependent carrier trapping. At 9.6 μW cm⁻² illumination, the device replicates essential synaptic functions, including learning and memory. Pattern recognition tests with six grayscale intensities demonstrate that the concentration state enhances photoresponse sensitivity and contrast discrimination, resolving fine details such as speckle patterns on bird plumage, whereas the moderate attention state fails to resolve such features. This platform advances hardware-level perception-computation integration for biomimetic vision chips, offering a pathway to energy-efficient, context-aware neuromorphic systems.