The emergence of big data has increased the requirements for computing and processing systems. Memristors–electrical components that simulate the synapses and neurons of the human brain—have been proposed to help meet these requirements. Optoelectronic synapses are excited by optical signals and have the advantages of low crosstalk, high bandwidth, and low power consumption. Herein, a MOS structure optoelectronic synapse device based on an amorphous silicon (a-Si1-xSnx; x = 0.0457) alloy thin film and an AlOy thin film was fabricated via oxygen vacancy energy band and heterostructure design. Significantly, the device exhibited ultralong decay time of 3576.07 s and a broadband response from the visible to the near-infrared-I region. A series of important synaptic functions, including excitatory postsynaptic current, paired-pulse facilitation, short-term memory to long-term memory transition, and learning experience behaviour, was successfully simulated on the device. We simulated a 3 × 3 optoelectronic synapse array, which can simulate the visual memory of images observed by the human eye. The effect of ‘pupil’ scaling on image memory was simulated by adjusting the read voltage. Based on these advantages, the optoelectronic synaptic device developed in this study has significant potential for application in the new generation of artificial synaptic systems.
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