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Optoelectronic Synapses Based on a Triple Cation Perovskite and Al/MoO Interface for Neuromorphic Information Processing

Overview
Journal Nanoscale Adv
Specialty Biotechnology
Date 2024 Jan 18
PMID 38235083
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Abstract

Optoelectronic synaptic transistors are attractive for applications in next-generation brain-like computation systems, especially for their visible-light operation and in-sensor computing capabilities. However, from a material perspective, it is difficult to build a device that meets expectations in terms of both its functions and power consumption, prompting the call for greater innovation in materials and device construction. In this study, we innovatively combined a novel perovskite carrier supply layer with an Al/MoO interface carrier regulatory layer to fabricate optoelectronic synaptic devices, namely Al/MoO/CsFAMA/ITO transistors. The device could mimic a variety of biological synaptic functions and required ultralow-power consumption during operation with an ultrafast speed of >0.1 μs under an optical stimulus of about 3 fJ, which is equivalent to biological synapses. Moreover, Pavlovian conditioning and visual perception tasks could be implemented using the spike-number-dependent plasticity (SNDP) and spike-rate-dependent plasticity (SRDP). This study suggests that the proposed CsFAMA synapse with an Al/MoO interface has the potential for ultralow-power neuromorphic information processing.

Citing Articles

Optical Bio-Inspired Synaptic Devices.

Li P, Wang K, Jiang S, He G, Zhang H, Cheng S Nanomaterials (Basel). 2024; 14(19).

PMID: 39404300 PMC: 11477948. DOI: 10.3390/nano14191573.

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