材料科学
碳纳米管
神经形态工程学
神经促进
纳米技术
光子学
兴奋性突触后电位
数码产品
晶体管
光电子学
计算机科学
电压
神经科学
电气工程
人工神经网络
工程类
人工智能
生物
抑制性突触后电位
作者
Qingqing Ou,Ben Yang,Junyao Zhang,Dapeng Liu,Tianqi Chen,Xin Wang,Dandan Hao,Yang Lu,Jia Huang
出处
期刊:Small
[Wiley]
日期:2021-02-15
卷期号:17 (10)
被引量:85
标识
DOI:10.1002/smll.202007241
摘要
Abstract Artificial synaptic devices have potential for overcoming the bottleneck of von Neumann architecture and building artificial brain‐like computers. Up to now, developing synaptic devices by utilizing biocompatible and biodegradable materials in electronic devices has been an interesting research direction due to the requirements of sustainable development. Here, a degradable photonic synaptic device is reported by combining biomaterials chlorophyll‐a and single‐walled carbon nanotubes (SWCNTs). Several basic synaptic functions, including excitatory postsynaptic current (EPSC), paired pulse facilitation (PPF), transition from short‐term memory (STM) to long‐term memory (LTM), and learning and forgetting behaviors, are successfully emulated through the chlorophyll‐a/SWCNTs synaptic device. Furthermore, decent synaptic behaviors can still be achieved at a low drain voltage of −0.0001 V, which results in quite low energy consumption of 17.5 fJ per pulse. Finally, the degradability of this chlorophyll‐a/SWCNTs transistor array is demonstrated, indicating that the device can be environmentally friendly. This work provides a new guide to the development of next‐generation green and degradable neuromorphic computing electronics.
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