Multi-terminal pectin/chitosan hybrid electrolyte gated oxide neuromorphic transistor with multi-mode cognitive activities

神经形态工程学 壳聚糖 电解质 终端(电信) 材料科学 氧化物 模式(计算机接口) 晶体管 果胶 计算机科学 化学工程 化学 电极 电气工程 工程类 电信 电压 人工智能 生物化学 人工神经网络 人机交互 物理化学 冶金
作者
Yan Li,You Jie Huang,Xin Li Chen,Wei Sheng Wang,Xin Huang,Hui Xiao,Li Qiang Zhu
出处
期刊:Frontiers of Physics in China [Higher Education Press]
卷期号:19 (5) 被引量:8
标识
DOI:10.1007/s11467-024-1401-z
摘要

In order to fulfill the urgent requirements of functional products, circuit integration of different functional devices are commonly utilized. Thus, issues including production cycle, cost, and circuit crosstalk will get serious. Neuromorphic computing aims to break through the bottle neck of von Neumann architectures. Electronic devices with multi-operation modes, especially neuromorphic devices with multi-mode cognitive activities, would provide interesting solutions. Here, pectin/chitosan hybrid electrolyte gated oxide neuromorphic transistor was fabricated. With extremely strong proton related interfacial electric-double-layer coupling, the device can operate at low voltage of below 1 V. The device can also operate at multi-operation mode, including bottom gate mode, coplanar gate and pseudo-diode mode. Interestingly, the artificial synapse can work at low voltage of only 1 mV, exhibiting extremely low energy consumption of ∼7.8 fJ, good signal-to-noise ratio of ∼229.6 and sensitivity of ∼23.6 dB. Both inhibitory and excitatory synaptic responses were mimicked on the pseudo-diode, demonstrating spike rate dependent plasticity activities. Remarkably, a linear classifier is proposed on the oxide neuromorphic transistor under synaptic metaplasticity mechanism. These results suggest great potentials of the oxide neuromorphic devices with multi-mode cognitive activities in neuromorphic platform.
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