Khot Atul C, Nirmal Kiran A, Dongale Tukaram D, Kim Tae Geun
School of Electrical Engineering, Korea University, Anam-ro 145, Seongbuk-gu, Seoul, 02841, Republic of Korea.
Computational Electronics and Nanoscience Research Laboratory, School of Nanoscience and Biotechnology, Shivaji University, Kolhapur, 416 004, India.
Small. 2024 Oct;20(42):e2400791. doi: 10.1002/smll.202400791. Epub 2024 Jun 14.
Advanced electronic semiconducting Van der Waals heterostructures (HSs) are promising candidates for exploring next-generation nanoelectronics owing to their exceptional electronic properties, which present the possibility of extending their functionalities to diverse potential applications. In this study, GeTe/MoTe HS are explored for nonvolatile memory and neuromorphic-computing applications. Sputter-deposited Ag/GeTe/MoTe/Pt HS cross-point devices are fabricated, and they demonstrate memristor behavior at ultralow switching voltages (V: 0.15 V and V: -0.14 V) with very low energy consumption (≈30 nJ), high memory window, long retention time (10 s), and excellent endurance (10 cycles). Resistive switching is achieved by adjusting the interface between the Ag top electrode and the heterojunction switching layer. Cross-sectional transmission electron microscope images and conductive atomic force microscopy analysis confirm the presence of a conducting filament in the heterojunction switching layer. Further, emulating various synaptic functions of a biological synapse reveals that GeTe/MoTe HS can be utilized for energy-efficient neuromorphic-computing applications. A multilayer perceptron is implemented using the synaptic weights of the Ag/GeTe/MoTe/Pt HS device, revealing high pattern accuracy (81.3%). These results indicate that HS devices can be considered a potential solution for high-density memory and artificial intelligence applications.
先进的电子半导体范德华异质结构(HSs)因其卓越的电子特性,有望成为探索下一代纳米电子学的候选材料,这为将其功能扩展到各种潜在应用提供了可能性。在本研究中,对GeTe/MoTe HSs进行了非易失性存储器和神经形态计算应用的探索。制备了溅射沉积的Ag/GeTe/MoTe/Pt HS交叉点器件,它们在超低开关电压(V:0.15 V和V:-0.14 V)下表现出忆阻器行为,能耗极低(≈30 nJ),具有高记忆窗口、长保持时间(10 s)和出色的耐久性(10个循环)。通过调整Ag顶部电极与异质结开关层之间的界面实现电阻切换。横截面透射电子显微镜图像和导电原子力显微镜分析证实了异质结开关层中存在导电细丝。此外,对生物突触的各种突触功能进行模拟表明,GeTe/MoTe HSs可用于节能神经形态计算应用。利用Ag/GeTe/MoTe/Pt HS器件的突触权重实现了多层感知器,显示出高模式准确率(81.3%)。这些结果表明,HS器件可被视为高密度存储器和人工智能应用的潜在解决方案。