School of Physical Science and Technology, Ningbo University, Ningbo 315211, Zhejiang, P.R. China.
Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo 315201, Zhejiang, P.R. China.
ACS Appl Mater Interfaces. 2023 Oct 11;15(40):47640-47648. doi: 10.1021/acsami.3c07671. Epub 2023 Sep 29.
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.
脑启发的神经形态计算和便携式智能电子产品受到了越来越多的关注。在本工作中,制备了纳米纤维素门控氧化铟锡神经形态晶体管。该器件表现出良好的电学性能。模拟了短期突触可塑性,包括兴奋性突触后电流、成对脉冲易化和动态高通突触滤波。有趣的是,采用了有效的线性突触权重更新策略,对于采用两层多层感知器神经网络的修改后的国家标准与技术研究所数据库,实现了约 92.93%的出色识别精度。此外,由于独特的界面质子偶联,焦虑障碍行为得到了概念性模拟,表现出“神经敏化”、“原发性和继发性恐惧”以及“恐惧-肾上腺素分泌加剧恐惧”。最后,神经形态晶体管可以溶解在水中,在“绿色”电子学方面具有潜在应用。这些发现表明,所提出的氧化物神经形态晶体管有望成为用于神经健康诊断、神经假体和脑机接口的植入式芯片。