Energy-efficient synaptic devices based on planar structured h-BN memristor

材料科学 平面的 突触后电位 光电子学 突触可塑性 长时程增强 化学 计算机科学 计算机图形学(图像) 生物化学 受体
作者
Yisen Wang,Haowei Liu,Pei Liu,Wenlong Lu,Jingqin Cui,Xinyi Chen,Miao Lü
出处
期刊:Journal of Alloys and Compounds [Elsevier]
卷期号:909: 164775-164775 被引量:9
标识
DOI:10.1016/j.jallcom.2022.164775
摘要

Synapses with short-term plasticity (STP) and long-term plasticity (LTP) behaviors are the key factors for the development of complex neuromorphological systems. Two dimensional (2D) materials have shown great potential at synaptic devices because of their unique properties. In this work, synaptic devices with a planar structure using insulated 2D hexagonal boron nitride (h-BN) as resistance switching (RS) medium were studied for the first time. Different from vertical h-BN synaptic devices, planar h-BN synaptic devices support in-plane transport of metal ions through nanoscale channels, which weakens the influence of material defects, morphology, thickness and uniformity on device performance. The Ag/h-BN/Ag planar structured synaptic devices exhibited low switching voltage (< 1 V), high On/Off ratio (> 108), wide range of tunable operation current (0.1 nA–1 mA), and coexistence of volatile (SET power ≤ 50 nW) and non-volatile (SET power ≥ 700 nW) RS characteristic. In addition, the multi-stage resistance states could be modulated by setting different SET power. The device efficiently mimicked the STP and LTP synaptic functions, and the energy consumption per synaptic event was as low as 170 fJ/spike for STP and 540 fJ/spike for LTP, respectively. In addition, the multi-memory states of synaptic devices could be obtained by adjusting the postsynaptic current (PSC).
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