Near-infrared-irradiation-mediated synaptic behavior from tunable charge-trapping dynamics

Wang, Y. et al. (2020) Near-infrared-irradiation-mediated synaptic behavior from tunable charge-trapping dynamics. Advanced Electronic Materials, 6(2), 1900765. (doi: 10.1002/aelm.201900765)

Abstract

Parallel information storage coupled with storage density is a major focus for non‐volatile memory devices to achieve neuromorphic computing that can work at low power. In this regard, a photoactive charge‐trapping medium consisting of inorganic heteronanosheets for the fabrication of a synaptic transistor is demonstrated. This synaptic device senses and responds to near‐infrared (NIR) light signals and mimics the memorization and dynamic forgetting process due to the reversible nature of photogenerated charge interaction. Device‐level synaptic evolutions from short‐term plasticity to long‐term plasticity, paired pulse facilitation, and paired pulse depression are realized with light modulation on the weight update terminal. To understand the underlying mechanism of the synaptic behavior under NIR signals, systematic analysis is carried out using in situ atomic force microscopy based electrical techniques. With its photoactive architecture, this information processing analogue is validated for visual object recognition, which paves the way for implementing NIR‐controlled neuromorphic computing.

• Item Type: Articles
• Status: Published
• Refereed: Yes
• Glasgow Author(s) Enlighten ID: Vellaisamy, Professor Roy
• Authors: Wang, Y., Yang, J., Ye, W., She, D., Chen, J., Lv, Z., Roy, V. A. L., Li, H., Zhou, K., Yang, Q., Zhou, Y., and Han, S.-T.
• College/School: College of Science and Engineering > School of Engineering > Electronics and Nanoscale Engineering
• Journal Name: Advanced Electronic Materials
• Publisher: Wiley
• ISSN: 2199-160X
• ISSN (Online): 2199-160X
• Published Online: 13 November 2019

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