神经形态工程学
双层
记忆电阻器
突触
材料科学
长时程增强
重置(财务)
光电子学
计算机科学
物理
人工神经网络
人工智能
化学
神经科学
膜
量子力学
生物
金融经济学
生物化学
经济
受体
作者
Dayanand Kumar,Aftab Saleem,Lai Boon Keong,Amit Singh,Yeong‐Her Wang,Tseung–Yuen Tseng
标识
DOI:10.1109/led.2022.3186055
摘要
In this letter, we have investigated synaptic features of a transparent bilayer memristor for neuromorphic computing applications. Our device has shown stable synaptic characteristics like potentiation and depression for repetitive 5000 epochs having 400 conductance pulses each. The device has also shown highly linear synaptic features with linearity of 1.2 and −1.4 for potentiation and depression, respectively. Retention property of bilayer transparent synapse showed good stability for $10^{{5}}$ s at 90 $^{\text {o}}\text{C}$ . Multi-Level Cell (MLC) characteristics were achieved by varying reset stop voltages from −0.7V to −1.0V. The proposed bilayer transparent synapse showed good synaptic characteristics and showed high potential to be used in future neuromorphic computing systems.
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