神经形态工程学
突触重量
长时程增强
背景(考古学)
材料科学
突触后电位
光电子学
异质结
突触可塑性
兴奋性突触后电位
范德瓦尔斯力
赫比理论
神经科学
物理
化学
计算机科学
人工神经网络
人工智能
分子
古生物学
受体
生物
量子力学
生物化学
抑制性突触后电位
作者
P Fang,Qilitai Wang,Ting Lei,Yipeng Wang,Binghui Wang,Yi Luo,Hao Wu,Wenxing Lv,Zhongming Zeng
摘要
The aim of research on neuromorphic computing is exploring artificial neuron and synaptic devices with high performance. In this context, two-dimensional (2D) materials have received broad attention due to their advantages of low power consumption and high electrostatic controllability. Here, we demonstrated an artificial synaptic transistor based on the 2D SnS2/T-layer van der Waals (vdW) heterostructure, where the T-layer refers to the 2D h-BN treated by O2 plasma. Relying on the charge trapping mechanism of the T-layer, synaptic characteristics such as the excitatory postsynaptic current, short-term plasticity, and long-term potentiation (LTP) are emulated. Moreover, these synaptic characteristics can be further modulated by light stimulation. Under the illumination of 820 nm wavelength, the nonlinearity of LTP is as low as −0.19, and the symmetricity is 39.4, which is superior to most of the 2D artificial synaptic devices reported to date. Our results demonstrate the great prospects of plasma-treated 2D vdW heterostructures for neuromorphic applications.
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