神经形态工程学
材料科学
晶体管
仿真
计算机科学
光电子学
人工神经网络
纳米技术
人工智能
电气工程
电压
心理学
工程类
社会心理学
作者
Wei Sheng Wang,Zhi Wen Shi,Xin Li Chen,Yan Li,Hui Xiao,Yu Heng Zeng,Xiao Dong Pi,Li Qiang Zhu
标识
DOI:10.1021/acsami.3c07671
摘要
Brain-inspired neuromorphic computing and portable intelligent electronic products have received increasing attention. In the present work, nanocellulose-gated indium tin oxide neuromorphic transistors are fabricated. The device exhibits good electrical performance. Short-term synaptic plasticities were mimicked, including excitatory postsynaptic current, paired-pulse facilitation, and dynamic high-pass synaptic filtering. Interestingly, an effective linear synaptic weight updating strategy was adopted, resulting in an excellent recognition accuracy of ∼92.93% for the Modified National Institute of Standard and Technology database adopting a two-layer multilayer perceptron neural network. Moreover, with unique interfacial protonic coupling, anxiety disorder behavior was conceptually emulated, exhibiting "neurosensitization", "primary and secondary fear", and "fear-adrenaline secretion-exacerbated fear". Finally, the neuromorphic transistors could be dissolved in water, demonstrating potential in "green" electronics. These findings indicate that the proposed oxide neuromorphic transistors would have potential as implantable chips for nerve health diagnosis, neural prostheses, and brain-machine interfaces.
科研通智能强力驱动
Strongly Powered by AbleSci AI