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Self-Powered Ultraviolet Photonic Synapses for Neuromorphic Vision
Chen Li1,2,3, Qi Zhang1, Jian Sun1
1School of Electronic Science and Engineering, Southeast University, Nanjing 210096, China.
None:
Inspired by biological neuromorphic systems, optoelectronic synapses have garnered significant attention for neuromorphic visual information processing owing to their high propagation speed, broad bandwidth, and low power consumption. To address the complexity and high bias voltage of ultraviolet (UV) synapses based on traditional wide-bandgap semiconductors, we developed a solution-processed, self-powered UV photonic synaptic device based on a MoS2 thin film decorated with CsPbBr3 quantum dots (QDs). Benefiting from its favorable Type-II band alignment between MoS2 and CsPbBr3, the device achieves efficient carrier separation and sustained synaptic responses under the zero-bias condition. This photonic synapse not only emulates essential synaptic behaviors but also demonstrates advanced image preprocessing and face recognition functions. Integration with artificial neural networks further improves the recognition accuracy and accelerates training processes. These results highlight the potential of the CsPbBr3 QDs/MoS2 thin film for energy efficient UV neuromorphic vision systems.
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